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Kai Zheng 0001
Person information
- affiliation: University of Electronic Science and Technology of China, Chengdu, China
- affiliation (former): Soochow University, Suzhou, China
- affiliation (former): University of Queensland, Brisbane, Australia
- unicode name: 郑 凯
Other persons with the same name
- Kai Zheng — disambiguation page
- Kai Zheng 0002 — University of California, Irvine, Department of Informatics, CA, USA (and 1 more)
- Kai Zheng 0003
— Huawei Technologies, Beijing, China (and 2 more)
- Kai Zheng 0004
— Dalian Maritime University, Dalian, China (and 2 more)
- Kai Zheng 0005 — Shanghai Jiao Tong University, Shanghai, China
- Kai Zheng 0006 — Wuhan University of Technology, Wuhan, China
- Kai Zheng 0007 — Peking University, Beijing, China
- Kai Zheng 0008 — East China Normal University, Shanghai, China
- Kai Zheng 0009 — Arcelor Mittal, Chicago, IL, USA (and 1 more)
- Kai Zheng 0010 — Beijing University of Science and Technology, Beijing, China (and 1 more)
- Kai Zheng 0011 — University of Science and Technology of China, Hefei, China
- Kai Zheng 0012 — Xiamen University, Xiamen, China
- Kai Zheng 0013 — Intel Corporation, Shanghai, China
- Kai Zheng 0014 — South China Normal University, Guangzhou, China
- Kai Zheng 0015 — North China Electric Power University, Beijing, China
- Kai Zheng 0016 — TaiYuan University of Technology, Shanxi, China
- Kai Zheng 0017 — Stony Brook University, Stony Brook, NY, USA
- Kai Zheng 0018 — Xi'an Jiaotong-Liverpool University, Department of Computer Science and Software Engineering, Suzhou, China
- Kai Zheng 0019
— Chongqing University of Posts and Telecommunications, Department of Mechanical Engineering, School of Advanced Manufacturing Engineering, China
- Kai Zheng 0020
— China University of Mining and Technology, School of Computer Science and Technology, Xuzhou, China
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2020 – today
- 2024
- [j117]Hao Miao
, Xiaolong Zhong
, Jiaxin Liu
, Yan Zhao
, Xiangyu Zhao
, Weizhu Qian
, Kai Zheng
, Christian S. Jensen
:
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36(4): 1800-1814 (2024) - [j116]Kai Huang
, Yue Cui
, Qingqing Ye, Yan Zhao
, Xi Zhao
, Yao Tian
, Kai Zheng, Haibo Hu
, Xiaofang Zhou
:
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. IEEE Trans. Knowl. Data Eng. 36(5): 2224-2238 (2024) - [j115]Weizhu Qian
, Yan Zhao
, Dalin Zhang
, Bowei Chen
, Kai Zheng
, Xiaofang Zhou
:
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(5): 2239-2256 (2024) - [j114]Yuchen Fang
, Yanjun Qin
, Haiyong Luo
, Fang Zhao
, Kai Zheng
:
STWave$^+$+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(6): 2671-2685 (2024) - [j113]Shuncheng Liu
, Xu Chen
, Yan Zhao
, Han Su
, Xiaofang Zhou
, Kai Zheng
:
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 36(7): 2927-2941 (2024) - [j112]Ruiqi Zheng
, Liang Qu
, Tong Chen
, Kai Zheng
, Yuhui Shi
, Hongzhi Yin
:
Personalized Elastic Embedding Learning for On-Device Recommendation. IEEE Trans. Knowl. Data Eng. 36(7): 3363-3375 (2024) - [j111]Yan Zhao
, Xuanlei Chen
, Guanyu Ye
, Fangda Guo
, Kai Zheng
, Xiaofang Zhou
:
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework. IEEE Trans. Knowl. Data Eng. 36(9): 4943-4955 (2024) - [j110]Yan Zhao
, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang
, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou:
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33(1): 163-184 (2024) - [j109]Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Kai Zheng, Defu Lian, Enhong Chen:
When large language models meet personalization: perspectives of challenges and opportunities. World Wide Web (WWW) 27(4): 42 (2024) - [c178]Liwei Deng, Yan Zhao, Yue Cui, Yuyang Xia, Jin Chen, Kai Zheng:
Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage. ICDE 2024: 276-288 - [c177]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. ICDE 2024: 1050-1062 - [c176]Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng:
Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. ICDE 2024: 1228-1241 - [c175]Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. ICDE 2024: 1685-1698 - [c174]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. ICDE 2024: 2986-2999 - [c173]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. ICDE 2024: 3056-3069 - [c172]Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li:
LightTR: A Lightweight Framework for Federated Trajectory Recovery. ICDE 2024: 4422-4434 - [c171]Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng:
Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving. ICDE 2024: 4463-4476 - [c170]Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng:
Learning to Hash for Trajectory Similarity Computation and Search. ICDE 2024: 4491-4503 - [c169]Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen:
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE 2024: 4628-4642 - [c168]Zibo Liang, Xu Chen, Yuyang Xia, Runfan Ye, Haitian Chen, Jiandong Xie, Kai Zheng:
DACE: A Database-Agnostic Cost Estimator. ICDE 2024: 4925-4937 - [c167]Ruiqi Zheng
, Liang Qu
, Tong Chen
, Kai Zheng
, Yuhui Shi
, Hongzhi Yin
:
Poisoning Decentralized Collaborative Recommender System and Its Countermeasures. SIGIR 2024: 1712-1721 - [c166]Yupu Zhang
, Guanglin Cong
, Jihan Qu
, Ran Xu
, Yuan Fu
, Weiqi Li, Feiran Hu
, Jing Liu
, Wenliang Zhang
, Kai Zheng
:
ESTELLE: An Efficient and Cost-effective Cloud Log Engine. SIGMOD Conference Companion 2024: 201-213 - [c165]Jing Long
, Tong Chen
, Guanhua Ye
, Kai Zheng
, Quoc Viet Hung Nguyen
, Hongzhi Yin
:
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. WWW 2024: 3379-3387 - [i36]Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Nguyen Quoc Viet Hung, Hongzhi Yin:
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. CoRR abs/2401.14583 (2024) - [i35]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang
, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. CoRR abs/2402.05154 (2024) - [i34]Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng:
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond. CoRR abs/2403.14151 (2024) - [i33]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Poisoning Decentralized Collaborative Recommender System and Its Countermeasures. CoRR abs/2404.01177 (2024) - [i32]Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. CoRR abs/2404.11450 (2024) - [i31]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. CoRR abs/2404.14999 (2024) - [i30]Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li:
LightTR: A Lightweight Framework for Federated Trajectory Recovery. CoRR abs/2405.03409 (2024) - 2023
- [j108]Haitian Chen, Ziwei Wang, Yunchuan Li, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng
:
Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing. Data Sci. Eng. 8(3): 234-246 (2023) - [j107]Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng:
BASE: Bridging the Gap between Cost and Latency for Query Optimization. Proc. VLDB Endow. 16(8): 1958-1966 (2023) - [j106]Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng:
LEON: A New Framework for ML-Aided Query Optimization. Proc. VLDB Endow. 16(9): 2261-2273 (2023) - [j105]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu
, Lu Chen, Kai Zheng
, Christian S. Jensen
:
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation. IEEE Trans. Knowl. Data Eng. 35(2): 2034-2047 (2023) - [j104]Pengfei Ding
, Guanfeng Liu
, Yan Wang
, Kai Zheng
, Xiaofang Zhou
:
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery. IEEE Trans. Knowl. Data Eng. 35(3): 2243-2257 (2023) - [j103]Mubashir Imran
, Hongzhi Yin
, Tong Chen
, Zi Huang
, Kai Zheng
:
DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 35(4): 3645-3657 (2023) - [j102]Defu Lian
, Zhihao Zhu
, Kai Zheng
, Yong Ge
, Xing Xie
, Enhong Chen
:
Network Representation Lightening From Hashing to Quantization. IEEE Trans. Knowl. Data Eng. 35(5): 5119-5131 (2023) - [j101]Yan Zhao
, Kai Zheng
, Yunchuan Li, Jinfu Xia, Bin Yang
, Torben Bach Pedersen
, Rui Mao
, Christian S. Jensen
, Xiaofang Zhou
:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(8): 8386-8401 (2023) - [j100]Yan Zhao
, Tinghao Lai, Ziwei Wang, Kaixuan Chen
, Huan Li
, Kai Zheng
:
Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 35(9): 9783-9796 (2023) - [j99]Minrui Xu
, Jiajie Xu
, Rui Zhou
, Jianxin Li
, Kai Zheng
, Pengpeng Zhao
, Chengfei Liu
:
Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation. IEEE Trans. Knowl. Data Eng. 35(10): 10011-10023 (2023) - [j98]Yan Zhao
, Jiaxin Liu
, Yunchuan Li
, Dalin Zhang
, Christian S. Jensen
, Kai Zheng
:
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(10): 10722-10734 (2023) - [j97]Mubashir Imran
, Hongzhi Yin
, Tong Chen
, Quoc Viet Hung Nguyen
, Alexander Zhou
, Kai Zheng
:
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. ACM Trans. Inf. Syst. 41(3): 65:1-65:30 (2023) - [j96]Yan Zhao
, Liwei Deng
, Kai Zheng
:
AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing. ACM Trans. Inf. Syst. 41(4): 95:1-95:32 (2023) - [c164]Yongfu Fan
, Jin Chen
, Yongquan Jiang
, Defu Lian
, Fangda Guo
, Kai Zheng
:
Batch-Mix Negative Sampling for Learning Recommendation Retrievers. CIKM 2023: 494-503 - [c163]Yuan Fu
, Shuncheng Liu
, Yuyang Xia
, Fangda Guo
, Kai Zheng
:
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. CIKM 2023: 535-544 - [c162]Ximu Zeng
, Quanlin Yu
, Shuncheng Liu
, Yuyang Xia
, Han Su
, Kai Zheng
:
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. CIKM 2023: 3124-3133 - [c161]Xiaolong Zhong
, Hao Miao
, Dazhuo Qiu
, Yan Zhao
, Kai Zheng
:
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. CIKM 2023: 3534-3543 - [c160]Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng:
Learned Bloom Filter for Multi-key Membership Testing. DASFAA (1) 2023: 62-79 - [c159]Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Jiandong Xie, Kai Zheng:
SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. DASFAA (1) 2023: 431-447 - [c158]Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su:
SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. DASFAA (4) 2023: 447-462 - [c157]Liwei Deng, Yan Zhao, Hao Sun, Changjie Yang, Jiandong Xie, Kai Zheng:
Fusing Local and Global Mobility Patterns for Trajectory Recovery. DASFAA (1) 2023: 448-463 - [c156]Weizhu Qian, Dalin Zhang
, Yan Zhao, Kai Zheng, James J. Q. Yu:
Uncertainty Quantification for Traffic Forecasting: A Unified Approach. ICDE 2023: 992-1004 - [c155]Yue Cui, Shuhao Li
, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng, Xiaofang Zhou:
ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. ICDE 2023: 1340-1352 - [c154]Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng:
Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle. ICDE 2023: 3255-3268 - [c153]Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu
, Kai Zheng:
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). ICDE 2023: 3813-3814 - [c152]Bin Wu, Xiangnan He, Yu Chen, Liqiang Nie, Kai Zheng, Yangdong Ye:
Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract). ICDE 2023: 3837-3838 - [c151]Zibo Liang, Xu Chen, Yan Zhao, Jiandong Xie, Kai Zeng, Kai Zheng:
Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning. ICDM 2023: 388-397 - [c150]Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng:
Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay. ICDM 2023: 1013-1018 - [c149]Hechuan Wen
, Tong Chen
, Li Kheng Chai
, Shazia W. Sadiq
, Kai Zheng, Hongzhi Yin
:
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. ICDM 2023: 1415-1420 - [c148]Jing Long
, Tong Chen
, Quoc Viet Hung Nguyen
, Guandong Xu
, Kai Zheng
, Hongzhi Yin
:
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. SIGIR 2023: 423-432 - [c147]Yunke Qu
, Tong Chen
, Xiangyu Zhao
, Lizhen Cui
, Kai Zheng
, Hongzhi Yin
:
Continuous Input Embedding Size Search For Recommender Systems. SIGIR 2023: 708-717 - [c146]Xuanhao Chen
, Liwei Deng
, Yan Zhao
, Kai Zheng
:
Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation. WSDM 2023: 267-275 - [c145]Liwei Deng
, Hao Sun
, Yan Zhao
, Shuncheng Liu
, Kai Zheng
:
S2TUL: A Semi-Supervised Framework for Trajectory-User Linking. WSDM 2023: 375-383 - [c144]Yue Cui
, Chen Ma
, Kai Zheng
, Lei Chen
, Xiaofang Zhou
:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [i29]Yunke Qu, Tong Chen, Xiangyu Zhao, Lizhen Cui, Kai Zheng, Hongzhi Yin:
Continuous Input Embedding Size Search For Recommender Systems. CoRR abs/2304.03501 (2023) - [i28]Jing Long, Tong Chen, Nguyen Quoc Viet Hung, Guandong Xu, Kai Zheng, Hongzhi Yin:
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. CoRR abs/2304.03947 (2023) - [i27]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Personalized Elastic Embedding Learning for On-Device Recommendation. CoRR abs/2306.10532 (2023) - [i26]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. CoRR abs/2307.15967 (2023) - [i25]Hechuan Wen, Tong Chen, Li Kheng Chai
, Shazia W. Sadiq, Kai Zheng, Hongzhi Yin:
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. CoRR abs/2309.08165 (2023) - [i24]Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng:
Parameterized Decision-making with Multi-modal Perception for Autonomous Driving. CoRR abs/2312.11935 (2023) - 2022
- [j95]Ming Dong
, Bolong Zheng
, Guohui Li
, Chenliang Li
, Kai Zheng
, Xiaofang Zhou
:
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1068-1078 (2022) - [j94]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin
:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I. ACM Trans. Intell. Syst. Technol. 13(1): 1:1-1:2 (2022) - [j93]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin
:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II. ACM Trans. Intell. Syst. Technol. 13(3): 34:1-34:2 (2022) - [j92]Bin Wu
, Xiangnan He
, Yun Chen, Liqiang Nie
, Kai Zheng
, Yangdong Ye
:
Modeling Product's Visual and Functional Characteristics for Recommender Systems. IEEE Trans. Knowl. Data Eng. 34(3): 1330-1343 (2022) - [j91]Meng Chen
, Yan Zhao
, Yang Liu
, Xiaohui Yu
, Kai Zheng
:
Modeling Spatial Trajectories With Attribute Representation Learning. IEEE Trans. Knowl. Data Eng. 34(4): 1902-1914 (2022) - [j90]Hongzhi Yin
, Qinyong Wang, Kai Zheng
, Zhixu Li
, Xiaofang Zhou
:
Overcoming Data Sparsity in Group Recommendation. IEEE Trans. Knowl. Data Eng. 34(7): 3447-3460 (2022) - [j89]Yan Zhao
, Kai Zheng
, Hongzhi Yin
, Guanfeng Liu
, Junhua Fang, Xiaofang Zhou
:
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. IEEE Trans. Knowl. Data Eng. 34(7): 3461-3477 (2022) - [j88]Xuanhao Chen
, Yan Zhao, Guanfeng Liu
, Rui Sun, Xiaofang Zhou
, Kai Zheng
:
Efficient Similarity-Aware Influence Maximization in Geo-Social Network. IEEE Trans. Knowl. Data Eng. 34(10): 4767-4780 (2022) - [j87]Peng Han
, Shuo Shang
, Aixin Sun
, Peilin Zhao, Kai Zheng
, Xiangliang Zhang
:
Point-of-Interest Recommendation With Global and Local Context. IEEE Trans. Knowl. Data Eng. 34(11): 5484-5495 (2022) - [j86]Defu Lian
, Jin Chen, Kai Zheng
, Enhong Chen
, Xiaofang Zhou
:
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 34(12): 5951-5963 (2022) - [j85]Lei Guo, Hongzhi Yin
, Tong Chen
, Xiangliang Zhang
, Kai Zheng:
Hierarchical Hyperedge Embedding-Based Representation Learning for Group Recommendation. ACM Trans. Inf. Syst. 40(1): 3:1-3:27 (2022) - [j84]Yue Cui
, Hao Sun, Yan Zhao, Hongzhi Yin
, Kai Zheng:
Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach. ACM Trans. Inf. Syst. 40(2): 23:1-23:22 (2022) - [c143]Chen Zhu, Yue Cui, Yan Zhao, Kai Zheng:
Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing. APWeb/WAIM (1) 2022: 264-279 - [c142]Zidan Fu, Kai Zheng:
Searching Similar Trajectories Based on Shape. Big Data (CCF) 2022: 1-20 - [c141]Linjie Li, Yi Xiao, Dewei Ma, Kai Zheng:
PREVAIL: Pre-trained Variational Adversarial Active Learning for Molecular Property Prediction. CCIS 2022: 143-149 - [c140]Xuanlei Chen, Yan Zhao, Kai Zheng:
Task Publication Time Recommendation in Spatial Crowdsourcing. CIKM 2022: 232-241 - [c139]Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng:
Efficient Trajectory Similarity Computation with Contrastive Learning. CIKM 2022: 365-374 - [c138]Tinghao Lai, Yan Zhao, Weizhu Qian, Kai Zheng:
Loyalty-based Task Assignment in Spatial Crowdsourcing. CIKM 2022: 1014-1023 - [c137]Jiaxin Liu
, Liwei Deng, Hao Miao, Yan Zhao, Kai Zheng:
Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. CIKM 2022: 1279-1288 - [c136]Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng:
Efficient Learning with Pseudo Labels for Query Cost Estimation. CIKM 2022: 1309-1318 - [c135]Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng:
HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic. CIKM 2022: 1319-1328 - [c134]Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su:
RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning. CIKM 2022: 2210-2219 - [c133]Jiandong Xie, Yue Cui
, Feiteng Huang, Chao Liu, Kai Zheng:
MARINA: An MLP-Attention Model for Multivariate Time-Series Analysis. CIKM 2022: 2230-2239 - [c132]Xuanhao Chen
, Yan Zhao, Kai Zheng, Bin Yang
, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing. ICDE 2022: 2141-2153 - [c131]Tung Kieu
, Bin Yang
, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. ICDE 2022: 3038-3050 - [c130]Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng:
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. ICDE 2022: 3294-3306 - [c129]Yu Fan, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Lu Chen, Chengfei Liu:
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation. IJCAI 2022: 2023-2029 - [c128]Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng:
Efficient Join Order Selection Learning with Graph-based Representation. KDD 2022: 97-107 - [c127]Yuan Xu, Jiajie Xu, Jing Zhao, Kai Zheng, An Liu, Lei Zhao, Xiaofang Zhou:
MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction. KDD 2022: 2151-2159 - [c126]Dazhuo Qiu
, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng:
CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. MDM 2022: 254-261 - [c125]Jin Chen, Defu Lian, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen:
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever. NeurIPS 2022 - [c124]Yan Zhao, Xuanhao Chen
, Liwei Deng, Tung Kieu
, Chenjuan Guo, Bin Yang
, Kai Zheng, Christian S. Jensen
:
Outlier Detection for Streaming Task Assignment in Crowdsourcing. WWW 2022: 1933-1943 - [c123]Jin Chen, Defu Lian
, Binbin Jin, Xu Huang
, Kai Zheng, Enhong Chen:
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. WWW 2022: 1944-1954 - [c122]Jin Chen, Defu Lian
, Binbin Jin, Kai Zheng, Enhong Chen:
Learning Recommenders for Implicit Feedback with Importance Resampling. WWW 2022: 1997-2005 - [i23]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng:
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks. CoRR abs/2201.02757 (2022) - [i22]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang
, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). CoRR abs/2203.14241 (2022) - [i21]Tung Kieu
, Bin Yang
, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. CoRR abs/2204.03341 (2022) - [i20]Jin Chen, Defu Lian
, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen:
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever. CoRR abs/2205.14859 (2022) - [i19]Mubashir Imran, Hongzhi Yin
, Tong Chen, Nguyen Quoc Viet Hung, Alexander Zhou, Kai Zheng:
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. CoRR abs/2207.13897 (2022) - [i18]Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu:
Uncertainty Quantification for Traffic Forecasting: A Unified Approach. CoRR abs/2208.05875 (2022) - [i17]Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang
, Tung Kieu
, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen:
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR abs/2209.04635 (2022) - [i16]Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng:
A Pattern Discovery Approach to Multivariate Time Series Forecasting. CoRR abs/2212.10306 (2022) - 2021
- [j83]Yue Cui
, Kai Zheng, Dingshan Cui, Jiandong Xie, Liwei Deng, Feiteng Huang, Xiaofang Zhou:
METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting. Proc. VLDB Endow. 15(2): 224-236 (2021) - [j82]David Campos, Tung Kieu
, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang
, Christian S. Jensen
:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles. Proc. VLDB Endow. 15(3): 611-623 (2021) - [j81]Shuo Tao, Jingang Jiang, Defu Lian
, Kai Zheng, Enhong Chen
:
Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling. ACM Trans. Intell. Syst. Technol. 12(6): 78:1-78:23 (2021) - [j80]Meng Chen
, Yixuan Zuo, Xiaoyi Jia, Yang Liu
, Xiaohui Yu
, Kai Zheng
:
CEM: A Convolutional Embedding Model for Predicting Next Locations. IEEE Trans. Intell. Transp. Syst. 22(6): 3349-3358 (2021) - [j79]Pengpeng Zhao
, Chengfeng Xu, Yanchi Liu, Victor S. Sheng
, Kai Zheng
, Hui Xiong, Xiaofang Zhou
:
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. IEEE Trans. Knowl. Data Eng. 33(4): 1708-1721 (2021) - [j78]Junhua Fang, Rong Zhang
, Yan Zhao
, Kai Zheng
, Xiaofang Zhou
, Aoying Zhou:
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. 33(5): 1861-1876 (2021) - [j77]Lei Niu, Chenpeng Fu, Qiang Yang
, Zhixu Li
, Zhigang Chen, Qingsheng Liu, Kai Zheng:
Open-world knowledge graph completion with multiple interaction attention. World Wide Web 24(1): 419-439 (2021) - [j76]Qiqi Zheng, Guanfeng Liu
, An Liu, Zhixu Li, Kai Zheng, Lei Zhao, Xiaofang Zhou:
Implicit relation-aware social recommendation with variational auto-encoder. World Wide Web 24(5): 1395-1410 (2021) - [j75]Xuanhao Chen
, Liwei Deng, Yan Zhao, Xiaofang Zhou, Kai Zheng:
Community-based influence maximization in location-based social network. World Wide Web 24(6): 1903-1928 (2021) - [c121]Jin Chen, Tiezheng Ge, Gangwei Jiang, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. AAAI 2021: 3967-3975 - [c120]Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin
, Kai Zheng:
Subgraph Convolutional Network for Recommendation. CCIS 2021: 15-19 - [c119]Yue Cui
, Chen Zhu, Guanyu Ye, Ziwei Wang, Kai Zheng:
Into the Unobservables: A Multi-range Encoder-decoder Framework for COVID-19 Prediction. CIKM 2021: 292-301 - [c118]Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng:
PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network. CIKM 2021: 1734-1743 - [c117]Ziwei Wang, Yan Zhao, Xuanhao Chen
, Kai Zheng:
Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. CIKM 2021: 2070-2079 - [c116]Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su:
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. CIKM 2021: 2271-2280 - [c115]Guanyu Ye, Yan Zhao, Xuanhao Chen
, Kai Zheng:
Task Allocation with Geographic Partition in Spatial Crowdsourcing. CIKM 2021: 2404-2413 - [c114]Yue Cui
, Jiandong Xie, Kai Zheng:
Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting. CIKM 2021: 2965-2969 - [c113]Hao Sun, Zijian Wu, Yue Cui
, Liwei Deng, Yan Zhao, Kai Zheng:
Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. DASFAA (3) 2021: 148-164 - [c112]Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su:
SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction. DASFAA (1) 2021: 422-438 - [c111]Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng:
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. DASFAA (1) 2021: 641-649 - [c110]Bingke Xu, Yue Cui
, Zipeng Sun, Liwei Deng, Kai Zheng:
Fair Representation Learning in Knowledge-aware Recommendation. ICBK 2021: 385-392 - [c109]Yan Zhao, Jiannan Guo, Xuanhao Chen
, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE 2021: 241-252 - [c108]Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang
, Torben Bach Pedersen, Christian S. Jensen
:
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE 2021: 265-276 - [c107]Mubashir Imran, Hongzhi Yin
, Tong Chen
, Zi Huang
, Xiangliang Zhang
, Kai Zheng:
DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. ICDE 2021: 2033-2038 - [c106]Xuanhao Chen
, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng:
DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. ICDE 2021: 2225-2230 - [c105]Yunchuan Li, Yan Zhao, Kai Zheng:
Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach. ICDM 2021: 350-359 - [c104]Huimin Sun, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, Xiaofang Zhou:
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation. IJCAI 2021: 3017-3023 - [c103]Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng:
Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. KDD 2021: 3343-3353 - [c102]Xuhui Ren
, Hongzhi Yin
, Tong Chen
, Hao Wang, Zi Huang
, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. SIGIR 2021: 808-817 - [c101]Jin Chen, Ju Xu, Gangwei Jiang, Tiezheng Ge, Zhiqiang Zhang, Defu Lian
, Kai Zheng:
Automated Creative Optimization for E-Commerce Advertising. WWW 2021: 2304-2313 - [i15]Jin Chen, Ju Xu, Gangwei Jiang, Tiezheng Ge, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Automated Creative Optimization for E-Commerce Advertising. CoRR abs/2103.00436 (2021) - [i14]Jin Chen, Tiezheng Ge, Gangwei Jiang, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. CoRR abs/2103.01453 (2021) - [i13]Lei Guo
, Hongzhi Yin, Tong Chen, Xiangliang Zhang
, Kai Zheng:
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation. CoRR abs/2103.13506 (2021) - [i12]Yue Cui, Jiandong Xie, Kai Zheng:
Historical Inertia: An Ignored but Powerful Baseline for Long Sequence Time-series Forecasting. CoRR abs/2103.16349 (2021) - [i11]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. CoRR abs/2105.04774 (2021) - [i10]Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng:
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. CoRR abs/2106.06167 (2021) - [i9]Jin Chen, Binbin Jin, Xu Huang, Defu Lian, Kai Zheng, Enhong Chen:
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. CoRR abs/2109.05773 (2021) - [i8]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version. CoRR abs/2111.11108 (2021) - 2020
- [j74]Xiang Li, Yan Zhao
, Xiaofang Zhou
, Kai Zheng:
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. Data Sci. Eng. 5(4): 375-390 (2020) - [j73]Shuo Shang, Kai Zheng, Panos Kalnis
:
Introduction to spatio-temporal data driven urban computing. Distributed Parallel Databases 38(3): 561-562 (2020) - [j72]Jin Chen, Defu Lian
, Kai Zheng:
Collaborative Filtering With Ranking-Based Priors on Unknown Ratings. IEEE Intell. Syst. 35(5): 38-49 (2020) - [j71]Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Wei Zhang, Kai Zheng, Panos Kalnis
, Feilong Tang:
ITISS: an efficient framework for querying big temporal data. GeoInformatica 24(1): 27-59 (2020) - [j70]Xiaozhao Song, Jiajie Xu, Rui Zhou, Chengfei Liu, Kai Zheng, Pengpeng Zhao, Nickolas J. G. Falkner:
Collective spatial keyword search on activity trajectories. GeoInformatica 24(1): 61-84 (2020) - [j69]Shaoqing Wang
, Cuiping Li, Zheng Wang, Hong Chen, Kai Zheng:
BPF++: A Unified Factorization model for predicting retweet behaviors. Inf. Sci. 515: 218-232 (2020) - [j68]Zhong Yang, Bolong Zheng
, Guohui Li, Nguyen Quoc Viet Hung, Guanfeng Liu, Kai Zheng:
Searching Activity Trajectories by Exemplar. Trans. Data Sci. 1(3): 19:1-19:18 (2020) - [j67]Guanfeng Liu
, Yurong Wang
, Bolong Zheng, Zhixu Li
, Kai Zheng
:
Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints. IEEE Trans. Emerg. Top. Comput. Intell. 4(5): 675-685 (2020) - [j66]Bolong Zheng
, Kai Zheng
, Christian S. Jensen
, Nguyen Quoc Viet Hung
, Han Su, Guohui Li
, Xiaofang Zhou
:
Answering Why-Not Group Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 32(1): 26-39 (2020) - [j65]Mingjun Xiao
, Kai Ma, An Liu
, Hui Zhao, Zhixu Li
, Kai Zheng, Xiaofang Zhou
:
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 32(4): 782-796 (2020) - [j64]Kai Zheng
, Yan Zhao
, Defu Lian
, Bolong Zheng, Guanfeng Liu
, Xiaofang Zhou
:
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. IEEE Trans. Knowl. Data Eng. 32(11): 2227-2240 (2020) - [j63]Yan Zhao
, Kai Zheng
, Yang Li, Han Su, Jiajun Liu
, Xiaofang Zhou
:
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. IEEE Trans. Knowl. Data Eng. 32(12): 2336-2350 (2020) - [j62]Changsheng Li
, Chong Liu
, Lixin Duan
, Peng Gao
, Kai Zheng
:
Reconstruction Regularized Deep Metric Learning for Multi-Label Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2294-2303 (2020) - [j61]Han Su
, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou
, Kai Zheng:
A survey of trajectory distance measures and performance evaluation. VLDB J. 29(1): 3-32 (2020) - [j60]Anqi Zhao, Guanfeng Liu
, Bolong Zheng, Yan Zhao, Kai Zheng:
Temporal paths discovery with multiple constraints in attributed dynamic graphs. World Wide Web 23(1): 313-336 (2020) - [j59]Kai Zheng, Guanfeng Liu
, Mehmet A. Orgun
, Junping Du:
Preface to the Special Issue on Graph Data Management in Online Social Networks. World Wide Web 23(2): 691-692 (2020) - [c100]Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan
, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng:
Multi-modal Knowledge Graphs for Recommender Systems. CIKM 2020: 1405-1414 - [c99]Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng:
DeepQT : Learning Sequential Context for Query Execution Time Prediction. DASFAA (3) 2020: 188-203 - [c98]Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng:
Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. DASFAA (2) 2020: 677-693 - [c97]Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su:
Intention-Based Destination Recommendation in Navigation Systems. DASFAA (3) 2020: 698-710 - [c96]Yan Zhao, Kai Zheng, Yue Cui
, Han Su, Feida Zhu
, Xiaofang Zhou
:
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. ICDE 2020: 13-24 - [c95]Bolong Zheng, Chenze Huang, Christian S. Jensen
, Lu Chen, Nguyen Quoc Viet Hung
, Guanfeng Liu
, GuoHui Li, Kai Zheng:
Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing. ICDE 2020: 973-984 - [c94]Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang:
Bilinear Graph Neural Network with Neighbor Interactions. IJCAI 2020: 1452-1458 - [c93]Kangzhi Zhao, Yong Zhang, Hongzhi Yin
, Jin Wang, Kai Zheng, Xiaofang Zhou
, Chunxiao Xing:
Discovering Subsequence Patterns for Next POI Recommendation. IJCAI 2020: 3216-3222 - [i7]Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang:
Bilinear Graph Neural Network with Node Interactions. CoRR abs/2002.03575 (2020) - [i6]Changsheng Li, Chong Liu, Lixin Duan, Peng Gao, Kai Zheng:
Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification. CoRR abs/2007.13547 (2020) - [i5]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen:
Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks. CoRR abs/2009.12157 (2020) - [i4]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Xiaofang Zhou:
Overcoming Data Sparsity in Group Recommendation. CoRR abs/2010.00813 (2020)
2010 – 2019
- 2019
- [j58]Junwen Lu, Guanfeng Liu
, Bolong Zheng, Yan Zhao, Kai Zheng:
Social context-aware trust paths finding for trustworthy service provider selection in social media. Multim. Tools Appl. 78(17): 24473-24500 (2019) - [j57]Shuo Shang
, Lisi Chen, Kai Zheng, Christian S. Jensen
, Zhewei Wei, Panos Kalnis
:
Parallel Trajectory-to-Location Join. IEEE Trans. Knowl. Data Eng. 31(6): 1194-1207 (2019) - [j56]Guanfeng Liu
, Qun Shi, Kai Zheng, Zhixu Li, An Liu, Jiajie Xu:
Context-aware graph pattern based top-k designated nodes finding in social graphs. World Wide Web 22(2): 751-770 (2019) - [j55]Guanfeng Liu
, Qun Shi, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou
:
An efficient method for top-k graph based node matching. World Wide Web 22(3): 945-966 (2019) - [j54]Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou
, Quoc Viet Hung Nguyen
, Chenliang Li:
Searching activity trajectory with keywords. World Wide Web 22(3): 967-1000 (2019) - [j53]Lisi Chen, Shuo Shang, Bin Yao, Kai Zheng:
Spatio-temporal top-k term search over sliding window. World Wide Web 22(5): 1953-1970 (2019) - [j52]Dongjun Zhai, Yue Sun, An Liu, Zhixu Li, Guanfeng Liu
, Lei Zhao, Kai Zheng:
Towards secure and truthful task assignment in spatial crowdsourcing. World Wide Web 22(5): 2017-2040 (2019) - [j51]An Liu, Xindi Shen, Zhixu Li, Guanfeng Liu
, Jiajie Xu, Lei Zhao, Kai Zheng, Shuo Shang:
Differential private collaborative Web services QoS prediction. World Wide Web 22(6): 2697-2720 (2019) - [c92]Jin Chen, Defu Lian, Kai Zheng:
Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer. AAAI 2019: 37-44 - [c91]Yan Zhao, Jinfu Xia, Guanfeng Liu
, Han Su, Defu Lian, Shuo Shang, Kai Zheng:
Preference-Aware Task Assignment in Spatial Crowdsourcing. AAAI 2019: 2629-2636 - [c90]Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan:
Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. AAAI 2019: 9227-9234 - [c89]Han Su, Guanglin Cong, Wei Chen, Bolong Zheng, Kai Zheng:
Personalized Route Description Based On Historical Trajectories. CIKM 2019: 79-88 - [c88]Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng:
Music Playlist Recommendation with Long Short-Term Memory. DASFAA (2) 2019: 416-432 - [c87]Lianming Zhou, Xuanhao Chen
, Yan Zhao, Kai Zheng:
Top-K Spatio-Topic Query on Social Media Data. DASFAA (2) 2019: 678-693 - [c86]Hongzhi Yin
, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou
:
Social Influence-Based Group Representation Learning for Group Recommendation. ICDE 2019: 566-577 - [c85]Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis
:
Cluster-Based Subscription Matching for Geo-Textual Data Streams. ICDE 2019: 890-901 - [c84]Peng Han, Shuo Shang, Aixin Sun
, Peilin Zhao, Kai Zheng, Panos Kalnis
:
AUC-MF: Point of Interest Recommendation with AUC Maximization. ICDE 2019: 1558-1561 - [c83]Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng:
PerRD: A System for Personalized Route Description. ICDE 2019: 1658-1661 - [c82]Bolong Zheng, Kai Zheng, Christian S. Jensen
, Nguyen Quoc Viet Hung
, Han Su, GuoHui Li, Xiaofang Zhou
:
Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). ICDE 2019: 2155-2156 - [c81]Pengfei Ding, Guanfeng Liu
, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng:
Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery. ICDM 2019: 140-149 - [c80]Huizhao Wang, Guanfeng Liu
, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng:
DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation. ICDM 2019: 608-617 - [c79]Jinfu Xia, Yan Zhao, Guanfeng Liu
, Jiajie Xu, Min Zhang, Kai Zheng:
Profit-driven Task Assignment in Spatial Crowdsourcing. IJCAI 2019: 1914-1920 - [c78]Huizhao Wang, Guanfeng Liu
, An Liu, Zhixu Li, Kai Zheng:
DMRAN: A Hierarchical Fine-Grained Attention-Based Network for Recommendation. IJCAI 2019: 3698-3704 - [c77]Yue Cui
, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng:
Hidden POI Ranking with Spatial Crowdsourcing. KDD 2019: 814-824 - [c76]Yuandong Wang, Hongzhi Yin
, Hongxu Chen
, Tianyu Wo, Jie Xu, Kai Zheng:
Origin-Destination Matrix Prediction via Graph Convolution: a New Perspective of Passenger Demand Modeling. KDD 2019: 1227-1235 - [i3]Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan:
Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. CoRR abs/1902.07370 (2019) - 2018
- [j50]Kai Zheng, Feifei Li, Kyuseok Shim:
Preface to the special issue on advances in Spatio-temporal data analysis and management. GeoInformatica 22(1): 1-2 (2018) - [j49]Guanfeng Liu
, Yi Liu, Kai Zheng
, An Liu
, Zhixu Li
, Yan Wang
, Xiaofang Zhou
:
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs. IEEE Trans. Knowl. Data Eng. 30(6): 1050-1064 (2018) - [j48]Defu Lian
, Kai Zheng, Yong Ge, Longbing Cao
, Enhong Chen, Xing Xie
:
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization. ACM Trans. Inf. Syst. 36(3): 33:1-33:29 (2018) - [j47]Lei Li
, Kai Zheng, Sibo Wang
, Wen Hua
, Xiaofang Zhou
:
Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory. VLDB J. 27(3): 321-345 (2018) - [j46]Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen
, Kai Zheng, Panos Kalnis
:
Parallel trajectory similarity joins in spatial networks. VLDB J. 27(3): 395-420 (2018) - [j45]Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang:
SharkDB: an in-memory column-oriented storage for trajectory analysis. World Wide Web 21(2): 455-485 (2018) - [j44]Zhihu Qian, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Xiaofang Zhou
:
Semantic-aware top-k spatial keyword queries. World Wide Web 21(3): 573-594 (2018) - [j43]Guanfeng Liu
, Yi Liu, An Liu, Zhixu Li, Kai Zheng, Yan Wang
, Xiaofang Zhou
:
Context-aware trust network extraction in large-scale trust-oriented social networks. World Wide Web 21(3): 713-738 (2018) - [c75]Jian Li, An Liu, Weiqi Wang, Zhixu Li, Guanfeng Liu
, Lei Zhao, Kai Zheng:
Towards Privacy-Preserving Travel-Time-First Task Assignment in Spatial Crowdsourcing. APWeb/WAIM (2) 2018: 19-34 - [c74]Rong Liu, Guanglin Cong, Bolong Zheng, Kai Zheng, Han Su:
Location Prediction in Social Networks. APWeb/WAIM (2) 2018: 151-165 - [c73]Chen Yang, Wei Chen, Bolong Zheng, Tieke He, Kai Zheng, Han Su:
Predicting Passenger's Public Transportation Travel Route Using Smart Card Data. APWeb/WAIM (2) 2018: 199-213 - [c72]Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu
, Kai Zheng:
A Time-Aware Path-Based Publish/Subscribe Framework. DASFAA (1) 2018: 511-528 - [c71]Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo:
Distributed In-Memory Analytics for Big Temporal Data. DASFAA (1) 2018: 549-565 - [c70]Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu
, Kai Zheng:
Modeling Travel Behavior Similarity with Trajectory Embedding. DASFAA (1) 2018: 630-646 - [c69]Jiuchao Shi, Guanfeng Liu
, Anqi Zhao, An Liu, Zhixu Li, Kai Zheng:
A Multi-Constrained Temporal Path Query System. ER Workshops 2018: 39-43 - [c68]Quoc Viet Hung Nguyen
, Kai Zheng, Matthias Weidlich
, Bolong Zheng, Hongzhi Yin
, Thanh Tam Nguyen
, Bela Stantic:
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE 2018: 89-100 - [c67]Jiabao Sun, Jiajie Xu, Rui Zhou
, Kai Zheng, Chengfei Liu
:
Discovering Expert Drivers from Trajectories. ICDE 2018: 1332-1335 - [c66]Bolong Zheng, Han Su, Wen Hua
, Kai Zheng, Xiaofang Zhou
, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks (Extended Abstract). ICDE 2018: 1783-1784 - [c65]Zhongjian Lv, Jiajie Xu, Kai Zheng, Hongzhi Yin
, Pengpeng Zhao, Xiaofang Zhou
:
LC-RNN: A Deep Learning Model for Traffic Speed Prediction. IJCAI 2018: 3470-3476 - [c64]Defu Lian
, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao
, Ivor W. Tsang
, Xing Xie
:
High-order Proximity Preserving Information Network Hashing. KDD 2018: 1744-1753 - [c63]Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen
, Kai Zheng:
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD 2018: 2797-2806 - [c62]Maoxiang Hao, Zhixu Li, Yan Zhao, Kai Zheng:
Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias. WISE (2) 2018: 345-360 - 2017
- [j42]Yang Zhao, Guanfeng Liu
, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou
:
CAT: Context-Aware Trust-Oriented Worker Selection in Social Crowd. Comput. Informatics 36(3): 517-540 (2017) - [j41]Binbin Gu
, Zhixu Li, Qiang Yang
, Qing Xie
, An Liu, Guanfeng Liu
, Kai Zheng, Xiangliang Zhang
:
Web-ADARE: A web-aided data repairing system. Neurocomputing 253: 201-214 (2017) - [j40]Zhixu Li, Qiang Yang, An Liu, Guanfeng Liu
, Jia Zhu
, Jia-Jie Xu, Kai Zheng, Min Zhang:
Crowd-Guided Entity Matching with Consolidated Textual Data. J. Comput. Sci. Technol. 32(5): 858-876 (2017) - [j39]An Liu, Zhixu Li, Guanfeng Liu
, Kai Zheng, Min Zhang, Qing Li
, Xiangliang Zhang
:
Privacy-Preserving Task Assignment in Spatial Crowdsourcing. J. Comput. Sci. Technol. 32(5): 905-918 (2017) - [j38]Yan Yan
, Gaowen Liu, Sen Wang
, Jian Zhang, Kai Zheng:
Graph-based clustering and ranking for diversified image search. Multim. Syst. 23(1): 41-52 (2017) - [j37]Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen
, Kai Zheng, Panos Kalnis
:
Trajectory Similarity Join in Spatial Networks. Proc. VLDB Endow. 10(11): 1178-1189 (2017) - [j36]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu
:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. Proc. VLDB Endow. 11(1): 14-26 (2017) - [j35]Binbin Gu
, Zhixu Li
, Xiangliang Zhang
, An Liu, Guanfeng Liu
, Kai Zheng, Lei Zhao, Xiaofang Zhou
:
The Interaction Between Schema Matching and Record Matching in Data Integration. IEEE Trans. Knowl. Data Eng. 29(1): 186-199 (2017) - [j34]Wen Hua
, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou
:
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge. IEEE Trans. Knowl. Data Eng. 29(3): 499-512 (2017) - [j33]Bolong Zheng, Han Su, Wen Hua
, Kai Zheng, Xiaofang Zhou
, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks. IEEE Trans. Knowl. Data Eng. 29(9): 1846-1859 (2017) - [j32]Kai Zheng, Bolong Zheng, Jiajie Xu, Guanfeng Liu
, An Liu, Zhixu Li:
Popularity-aware spatial keyword search on activity trajectories. World Wide Web 20(4): 749-773 (2017) - [j31]Xuefei Li
, Lijun Chang, Kai Zheng, Zi Huang
, Xiaofang Zhou
:
Ranking weighted clustering coefficient in large dynamic graphs. World Wide Web 20(5): 855-883 (2017) - [j30]Kai Zheng, Feifei Li, Kyuseok Shim:
Preface to the special issue on big data search and mining. World Wide Web 20(5): 1047-1048 (2017) - [j29]Yang Zhao, Guanfeng Liu
, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou
:
A context-aware approach for trustworthy worker selection in social crowd. World Wide Web 20(6): 1211-1235 (2017) - [c61]Yan Zhao, Jia Zhu
, Mengdi Jia, Wenyan Yang, Kai Zheng:
A Novel Hybrid Friends Recommendation Framework for Twitter. APWeb/WAIM (2) 2017: 83-97 - [c60]Shushu Liu, An Liu, Zhixu Li, Guanfeng Liu
, Jiajie Xu, Lei Zhao, Kai Zheng:
Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy. APWeb/WAIM (1) 2017: 200-214 - [c59]Pingfu Chao
, Dan He, Shazia W. Sadiq
, Kai Zheng, Xiaofang Zhou
:
A performance study on large-scale data analytics using disk-based and in-memory database systems. BigComp 2017: 247-254 - [c58]Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng:
Destination-aware Task Assignment in Spatial Crowdsourcing. CIKM 2017: 297-306 - [c57]Meng Hu, Zhixu Li, Yongxin Shen, An Liu, Guanfeng Liu
, Kai Zheng, Lei Zhao:
CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation. CIKM 2017: 1159-1168 - [c56]Jiabao Sun, Jiajie Xu, Kai Zheng, Chengfei Liu
:
Interactive Spatial Keyword Querying with Semantics. CIKM 2017: 1727-1736 - [c55]Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou
:
EtherQL: A Query Layer for Blockchain System. DASFAA (2) 2017: 556-567 - [c54]Binbin Gu
, Zhixu Li, Xiangliang Zhang
, An Liu, Guanfeng Liu
, Kai Zheng, Lei Zhao, Xiaofang Zhou
:
The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract). ICDE 2017: 33-34 - [c53]Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong:
Exploiting Hierarchical Structures for POI Recommendation. ICDM 2017: 655-664 - [c52]Qun Shi, Guanfeng Liu
, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou
:
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs. ICWS 2017: 588-595 - [c51]Defu Lian
, Rui Liu
, Yong Ge, Kai Zheng, Xing Xie
, Longbing Cao
:
Discrete Content-aware Matrix Factorization. KDD 2017: 325-334 - [c50]Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong:
Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation. ACM Multimedia 2017: 916-924 - [c49]Yue Sun, An Liu, Zhixu Li, Guanfeng Liu
, Lei Zhao, Kai Zheng:
Anonymity-Based Privacy-Preserving Task Assignment in Spatial Crowdsourcing. WISE (2) 2017: 263-277 - [c48]Ying Xu, Lisi Chen, Bin Yao, Shuo Shang, Shunzhi Zhu, Kai Zheng, Fang Li:
Location-Based Top-k Term Querying over Sliding Window. WISE (1) 2017: 299-314 - [c47]Huiwen Liu, Jiajie Xu, Kai Zheng, Chengfei Liu
, Lan Du
, Xian Wu:
Semantic-aware Query Processing for Activity Trajectories. WSDM 2017: 283-292 - [i2]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. CoRR abs/1709.06955 (2017) - [i1]Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen, Kai Zheng:
RUM: network Representation learning throUgh Multi-level structural information preservation. CoRR abs/1710.02836 (2017) - 2016
- [j28]Bolong Zheng, Han Su, Kai Zheng, Xiaofang Zhou
:
Landmark-Based Route Recommendation with Crowd Intelligence. Data Sci. Eng. 1(2): 86-100 (2016) - [j27]Wen Hua, Kai Zheng, Xiaofang Zhou:
Quality-Aware Entity-Level Semantic Representations for Short Texts. IEEE Data Eng. Bull. 39(2): 93-105 (2016) - [j26]Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen:
Finding regions of interest using location based social media. Neurocomputing 173: 118-123 (2016) - [j25]Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen:
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach. Neurocomputing 195: 112-116 (2016) - [j24]Zhao Guo, Lianli Gao
, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng:
Spatial and temporal scoring for egocentric video summarization. Neurocomputing 208: 299-308 (2016) - [j23]Guanfeng Liu
, Feng Zhu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou
:
TOSI: A trust-oriented social influence evaluation method in contextual social networks. Neurocomputing 210: 130-140 (2016) - [j22]Xinhang Song, Shuqiang Jiang, Luis Herranz
, Yan Kong, Kai Zheng:
Category co-occurrence modeling for large scale scene recognition. Pattern Recognit. 59: 98-111 (2016) - [j21]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen
, Kai Zheng, Xiaofang Zhou
:
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks. ACM Trans. Knowl. Discov. Data 11(2): 25:1-25:28 (2016) - [j20]Hongzhi Yin
, Xiaofang Zhou
, Bin Cui
, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung
:
Adapting to User Interest Drift for POI Recommendation. IEEE Trans. Knowl. Data Eng. 28(10): 2566-2581 (2016) - [c46]Zhihu Qian, Jiajie Xu, Kai Zheng, Wei Sun, Zhixu Li, Haoming Guo:
On Efficient Spatial Keyword Querying with Semantics. DASFAA (2) 2016: 149-164 - [c45]Shushu Liu, An Liu, Lei Zhao, Guanfeng Liu
, Zhixu Li, Pengpeng Zhao, Kai Zheng, Lu Qin
:
Efficient Query Processing with Mutual Privacy Protection for Location-Based Services. DASFAA (2) 2016: 299-313 - [c44]Bolong Zheng, Kai Zheng, Xiaokui Xiao
, Han Su, Hongzhi Yin
, Xiaofang Zhou
, GuoHui Li:
Keyword-aware continuous kNN query on road networks. ICDE 2016: 871-882 - [c43]Jiajun Liu, Kun Zhao, Brano Kusy
, Ji-Rong Wen, Kai Zheng, Raja Jurdak
:
Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks. ICDE 2016: 895-905 - [c42]Hongzhi Yin
, Zhiting Hu, Xiaofang Zhou
, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung
, Shazia Wasim Sadiq
:
Discovering interpretable geo-social communities for user behavior prediction. ICDE 2016: 942-953 - [c41]Jialong Han, Kai Zheng, Aixin Sun
, Shuo Shang, Ji-Rong Wen:
Discovering Neighborhood Pattern Queries by sample answers in knowledge base. ICDE 2016: 1014-1025 - [c40]Feng Zhu, Guanfeng Liu
, Yan Wang
, Mehmet A. Orgun
, An Liu, Zhixu Li, Kai Zheng:
A Robust Approach to Finding Trustworthy Influencer in Trust-Oriented E-Commerce Environments. ICSOC 2016: 387-401 - [c39]Guanfeng Liu
, Yan Wang
, Mehmet A. Orgun
, Xiaoming Zheng, An Liu, Zhixu Li, Kai Zheng:
Strong Social Component-Aware Trust Sub-network Extraction in Contextual Social Networks. ICWS 2016: 107-114 - [c38]Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian
, Xing Xie
, Yong Rui:
Exploiting Dining Preference for Restaurant Recommendation. WWW 2016: 725-735 - [e2]Feifei Li, Kyuseok Shim, Kai Zheng, Guanfeng Liu:
Web Technologies and Applications - 18th Asia-Pacific Web Conference, APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part I. Lecture Notes in Computer Science 9931, Springer 2016, ISBN 978-3-319-45813-7 [contents] - [e1]Feifei Li, Kyuseok Shim, Kai Zheng, Guanfeng Liu:
Web Technologies and Applications - 18th Asia-Pacific Web Conference, APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part II. Lecture Notes in Computer Science 9932, Springer 2016, ISBN 978-3-319-45816-8 [contents] - 2015
- [j19]Kai Zheng, Han Su:
Go Beyond Raw Trajectory Data: Quality and Semantics. IEEE Data Eng. Bull. 38(2): 27-34 (2015) - [j18]Peili Wu, Kuien Liu, Kai Zheng, Zhiming Ding, Yuan Tan:
A road network modeling method for map matching on lightweight mobile devices. Distributed Parallel Databases 33(2): 145-164 (2015) - [j17]Shuo Shang, Jiajun Liu, Kai Zheng, Hua Lu
, Torben Bach Pedersen, Ji-Rong Wen:
Planning unobstructed paths in traffic-aware spatial networks. GeoInformatica 19(4): 723-746 (2015) - [j16]Shuo Shang, Jiajun Liu, Kun Zhao, Mingrui Yang, Kai Zheng, Ji-Rong Wen:
Dimension reduction with meta object-groups for efficient image retrieval. Neurocomputing 169: 50-54 (2015) - [j15]Jia Zhu
, Qing Xie
, Kai Zheng:
An improved early detection method of type-2 diabetes mellitus using multiple classifier system. Inf. Sci. 292: 1-14 (2015) - [j14]Shuo Shang, Kexin Xie, Kai Zheng, Jiajun Liu, Ji-Rong Wen:
VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services. J. Comput. Sci. Technol. 30(4): 725-744 (2015) - [j13]Wei Chen, Lei Zhao, Jiajie Xu, Guanfeng Liu
, Kai Zheng, Xiaofang Zhou
:
Trip Oriented Search on Activity Trajectory. J. Comput. Sci. Technol. 30(4): 745-761 (2015) - [j12]Nicholas Jing Yuan, Yu Zheng, Xing Xie
, Yingzi Wang, Kai Zheng, Hui Xiong:
Discovering Urban Functional ZonesUsing Latent Activity Trajectories. IEEE Trans. Knowl. Data Eng. 27(3): 712-725 (2015) - [j11]Haoji Hu, Kai Zheng, Xiaoling Wang, Aoying Zhou:
GFilter: A General Gram Filter for String Similarity Search. IEEE Trans. Knowl. Data Eng. 27(4): 1005-1018 (2015) - [j10]Shuo Shang, Kai Zheng, Christian S. Jensen
, Bin Yang
, Panos Kalnis
, Guohe Li, Ji-Rong Wen:
Discovery of Path Nearby Clusters in Spatial Networks. IEEE Trans. Knowl. Data Eng. 27(6): 1505-1518 (2015) - [j9]Han Su, Kai Zheng, Jiamin Huang, Haozhou Wang, Xiaofang Zhou
:
Calibrating trajectory data for spatio-temporal similarity analysis. VLDB J. 24(1): 93-116 (2015) - [c37]Haozhou Wang, Kai Zheng, Hoyoung Jeung, Shane Bracher, Asadul K. Islam, Wasim Sadiq, Shazia Wasim Sadiq
, Xiaofang Zhou
:
Storing and Processing Massive Trajectory Data on SAP HANA. ADC 2015: 66-77 - [c36]Xiaofang Zhou
, Kai Zheng, Hoyoung Jeung, Jiajie Xu, Shazia Wasim Sadiq
:
Making Sense of Spatial Trajectories. CIKM 2015: 671-672 - [c35]Yanxia Xu, Guanfeng Liu
, Hongzhi Yin
, Jiajie Xu, Kai Zheng, Lei Zhao:
Discovering Organized POI Groups in a City. DASFAA Workshops 2015: 223-226 - [c34]Jiajie Xu, Guanfeng Liu
, Kai Zheng, Chengfei Liu
, Haoming Guo, Zhiming Ding:
On Efficient Passenger Assignment for Group Transportation. DASFAA (1) 2015: 226-243 - [c33]Guanfeng Liu
, Lei Zhao, Kai Zheng, An Liu, Jiajie Xu, Zhixu Li, Athman Bouguettaya
:
An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs. DASFAA (2) 2015: 399-417 - [c32]Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian
, Xing Xie, Yong Rui:
Mining consumer impulsivity from offline and online behavior. UbiComp 2015: 1281-1292 - [c31]An Liu, Kai Zheng, Lu Li, Guanfeng Liu
, Lei Zhao, Xiaofang Zhou
:
Efficient secure similarity computation on encrypted trajectory data. ICDE 2015: 66-77 - [c30]Guanfeng Liu
, Kai Zheng, Yan Wang
, Mehmet A. Orgun
, An Liu, Lei Zhao, Xiaofang Zhou
:
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs. ICDE 2015: 351-362 - [c29]Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou
:
Interactive Top-k Spatial Keyword queries. ICDE 2015: 423-434 - [c28]Wen Hua
, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou
:
Short text understanding through lexical-semantic analysis. ICDE 2015: 495-506 - [c27]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Wasim Sadiq
, Nicholas Jing Yuan, Xiaofang Zhou
:
Making sense of trajectory data: A partition-and-summarization approach. ICDE 2015: 963-974 - [c26]Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie
, Shazia Wasim Sadiq
, Xiaofang Zhou
:
Approximate keyword search in semantic trajectory database. ICDE 2015: 975-986 - [c25]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen
, Kai Zheng, Xiaofang Zhou
:
Modeling User Mobility for Location Promotion in Location-based Social Networks. KDD 2015: 1573-1582 - [c24]Haozhou Wang, Kai Zheng, Xiaofang Zhou
, Shazia Wasim Sadiq
:
SharkDB: An In-Memory Storage System for Massive Trajectory Data. SIGMOD Conference 2015: 1099-1104 - [c23]Wen Hua
, Kai Zheng, Xiaofang Zhou
:
Microblog Entity Linking with Social Temporal Context. SIGMOD Conference 2015: 1761-1775 - [c22]Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie
, Enhong Chen, Xiaofang Zhou
:
A Novelty-Seeking based Dining Recommender System. WWW 2015: 1362-1372 - 2014
- [j8]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Xiaofang Zhou
:
STMaker - A System to Make Sense of Trajectory Data. Proc. VLDB Endow. 7(13): 1701-1704 (2014) - [j7]Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou
:
Online Discovery of Gathering Patterns over Trajectories. IEEE Trans. Knowl. Data Eng. 26(8): 1974-1988 (2014) - [j6]Shuo Shang, Ruogu Ding, Kai Zheng, Christian S. Jensen
, Panos Kalnis
, Xiaofang Zhou
:
Personalized trajectory matching in spatial networks. VLDB J. 23(3): 449-468 (2014) - [c21]Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Wasim Sadiq
, Xiaofang Zhou
:
Efficient Aggregate Farthest Neighbour Query Processing on Road Networks. ADC 2014: 13-25 - [c20]Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou
, Shazia Wasim Sadiq
:
SharkDB: An In-Memory Column-Oriented Trajectory Storage. CIKM 2014: 1409-1418 - [c19]MingLiang Yue, Zhiyong Peng, Kai Zheng, Yuwei Peng:
Rights Protection for Trajectory Streams. DASFAA (2) 2014: 407-421 - [c18]Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng:
Compressing large scale urban trajectory data. CloudDP@EuroSys 2014: 3:1-3:6 - [c17]Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng:
Benchmarking big data for trip recommendation. ICCCN 2014: 1-6 - [c16]Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen
, Xiaofang Zhou
:
CrowdPlanner: A crowd-based route recommendation system. ICDE 2014: 1144-1155 - [c15]Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou
:
A crowd-based route recommendation system-CrowdPlanner. ICDE 2014: 1178-1181 - [c14]Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou
:
Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing. MDM (1) 2014: 13-22 - [c13]Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou
, Shazia Wasim Sadiq
:
Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. MDM (1) 2014: 259-268 - [c12]Wei Chen, Lei Zhao, Jiajie Xu, Kai Zheng, Xiaofang Zhou
:
Ranking Based Activity Trajectory Search. WISE (1) 2014: 170-185 - 2013
- [j5]Zhigang Ma, Yi Yang, Nicu Sebe
, Kai Zheng, Alexander G. Hauptmann:
Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. IEEE Trans. Multim. 15(7): 1628-1637 (2013) - [c11]Haozhou Wang, Han Su, Kai Zheng, Shazia Wasim Sadiq, Xiaofang Zhou:
An Effectiveness Study on Trajectory Similarity Measures. ADC 2013: 13-22 - [c10]Nicholas Jing Yuan, Fuzheng Zhang, Defu Lian
, Kai Zheng, Siyu Yu, Xing Xie
:
We know how you live: exploring the spectrum of urban lifestyles. COSN 2013: 3-14 - [c9]Kai Zheng, Shuo Shang, Nicholas Jing Yuan, Yi Yang:
Towards efficient search for activity trajectories. ICDE 2013: 230-241 - [c8]Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang:
On discovery of gathering patterns from trajectories. ICDE 2013: 242-253 - [c7]Han Su, Kai Zheng, Haozhou Wang, Jiamin Huang, Xiaofang Zhou
:
Calibrating trajectory data for similarity-based analysis. SIGMOD Conference 2013: 833-844 - 2012
- [b1]Kai Zheng:
Uncertainty Management in Spatio-temporal Database. University of Queensland, Australia, 2012 - [j4]Shuo Shang, Bo Yuan
, Ke Deng, Kexin Xie, Kai Zheng, Xiaofang Zhou
:
PNN query processing on compressed trajectories. GeoInformatica 16(3): 467-496 (2012) - [j3]Kai Zheng, Zi Huang
, Aoying Zhou, Xiaofang Zhou
:
Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach. IEEE Trans. Knowl. Data Eng. 24(12): 2156-2169 (2012) - [j2]Kexin Xie, Ke Deng, Shuo Shang, Xiaofang Zhou
, Kai Zheng:
Finding Alternative Shortest Paths in Spatial Networks. ACM Trans. Database Syst. 37(4): 29:1-29:31 (2012) - [j1]Kai Zheng, Xiaofang Zhou
, Gabriel Pui Cheong Fung, Kexin Xie:
Spatial query processing for fuzzy objects. VLDB J. 21(5): 729-751 (2012) - [c6]Shuo Shang, Ruogu Ding, Bo Yuan
, Kexin Xie, Kai Zheng, Panos Kalnis
:
User oriented trajectory search for trip recommendation. EDBT 2012: 156-167 - [c5]Kai Zheng, Yu Zheng, Xing Xie
, Xiaofang Zhou
:
Reducing Uncertainty of Low-Sampling-Rate Trajectories. ICDE 2012: 1144-1155 - 2011
- [c4]Kai Zheng, Goce Trajcevski, Xiaofang Zhou
, Peter Scheuermann:
Probabilistic range queries for uncertain trajectories on road networks. EDBT 2011: 283-294 - 2010
- [c3]Shuo Shang, Ke Deng, Kai Zheng:
Efficient best path monitoring in road networks for instant local traffic information. ADC 2010: 47-56 - [c2]Henning Köhler, Kai Zheng, Jing Yang, Xiaofang Zhou
:
Transitivity-Preserving Skylines for Partially Ordered Domains. DASFAA (2) 2010: 109-115 - [c1]Kai Zheng, Gabriel Pui Cheong Fung, Xiaofang Zhou
:
K-nearest neighbor search for fuzzy objects. SIGMOD Conference 2010: 699-710
Coauthor Index
aka: Quoc Viet Hung Nguyen
aka: Shazia W. Sadiq
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