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2020 – today
- 2025
[j41]Zhenhui Pan
, Yawen Li, Zeli Guan, Meiyu Liang, Ang Li, Jia Wang, Feifei Kou:
RFCSC: Communication efficient reinforcement federated learning with dynamic client selection and adaptive gradient compression. Neurocomputing 612: 128672 (2025)- 2024
- [j40]Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen:
Distributed Graph Neural Network Training: A Survey. ACM Comput. Surv. 56(8): 191:1-191:39 (2024) - [j39]Ziliang Gan, Lei Jin, Yi Cheng, Yu Cheng, Yinglei Teng, Zun Li, Yawen Li, Wenhan Yang, Zheng Zhu, Junliang Xing, Jian Zhao:
SkatingVerse: A large-scale benchmark for comprehensive evaluation on human action understanding. IET Comput. Vis. 18(7): 888-906 (2024) - [j38]Bingyan Liu, Nuoyan Lv, Yuanchun Guo, Yawen Li:
Recent advances on federated learning: A systematic survey. Neurocomputing 597: 128019 (2024) - [j37]Bowen Deng, Chenli Liu, Enwei Zhang, Mengjiao He, Yawen Li, Xingwu Duan:
Satellite Observations Reveal Northward Vegetation Greenness Shifts in the Greater Mekong Subregion over the Past 23 Years. Remote. Sens. 16(17): 3302 (2024) - [j36]Zeli Guan, Yawen Li, Zhenhui Pan, Yuxin Liu, Zhe Xue:
RFDG: Reinforcement Federated Domain Generalization. IEEE Trans. Knowl. Data Eng. 36(3): 1285-1298 (2024) - [j35]Meiyu Liang, Yawen Li, Yang Yu, Xiaowen Cao, Zhe Xue, Ang Li, Kangkang Lu:
Structures Aware Fine-Grained Contrastive Adversarial Hashing for Cross-Media Retrieval. IEEE Trans. Knowl. Data Eng. 36(7): 3514-3528 (2024) - [j34]Yawen Li, Zhizhi Yu, Dongxiao He:
Text-Rich Graph Neural Networks With Subjective-Objective Semantic Modeling. IEEE Trans. Knowl. Data Eng. 36(9): 4956-4967 (2024) - [j33]Zhizhi Yu, Di Jin, Jianguo Wei, Yawen Li, Ziyang Liu, Yue Shang, Jiawei Han, Lingfei Wu:
TeKo: Text-Rich Graph Neural Networks With External Knowledge. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14699-14711 (2024) - [j32]Ang Li, Yawen Li, Yingxia Shao:
Federated learning for supervised cross-modal retrieval. World Wide Web (WWW) 27(4): 41 (2024) - [c35]Jiangang Wang, Yuning Cui, Yawen Li, Wenqi Ren, Xiaochun Cao:
Omnidirectional Image Super-resolution via Bi-projection Fusion. AAAI 2024: 5454-5462 - [c34]Yiting Wang, Yawen Li, Zequn Wei, Junqi Li:
Hybrid Evolutionary Algorithm for the Overlap Constrained Resource Allocation Problem in Wireless Networks. AINA (3) 2024: 245-256 - [c33]Rui Zhang, Yawen Li, Mengyu Zhuang, Guoxiang Chen, Ziqiang Yu:
Processing Conflict-Aware k Nearest Neighbor Queries in Euclidean Space. BigComp 2024: 175-182 - [c32]Ang Li, Yawen Li, Zhe Xue, Zeli Guan, Mengyu Zhuang:
Learning Hierarchy-Aware Federated Graph Embedding for Link Prediction. BigComp 2024: 329-336 - [c31]Qiang Wang, Bingyan Liu, Yawen Li:
Traceable Federated Continual Learning. CVPR 2024: 12872-12881 - [c30]Shilong Ou, Zhe Xue, Yawen Li, Meiyu Liang, Yuanqiang Cai, Junjiang Wu:
View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning. CVPR 2024: 27457-27466 - [c29]Don Roosan, Yanting Wu, Jay Chok, Christopher P. Sanine, Tiffany Khou, Yawen Li, Hasiba M. Khan:
Artificial Intelligence-Powered Large Language Transformer Models for Opioid Abuse and Social Determinants of Health Detection for the Underserved Population. DATA 2024: 15-26 - [c28]Xingyu Mo, Yawen Li, Dajiang Liu:
Optimizing Imperfectly-Nested Loop Mapping on CGRAs via Polyhedral-Guided Flattening. DATE 2024: 1-6 - [c27]Juncheng Zheng, Meiyu Liang, Yang Yu, Yawen Li, Zhe Xue:
Knowledge Graph Enhanced Multimodal Transformer for Image-Text Retrieval. ICDE 2024: 70-82 - [c26]Qiang Wang, Yuning Cui, Yawen Li, Yaping Ruan, Ben Zhu, Wenqi Ren:
RFFNet: Towards Robust and Flexible Fusion for Low-Light Image Denoising. ACM Multimedia 2024: 836-845 - [c25]Cheng Yang, Chengdong Yang, Chuan Shi, Yawen Li, Zhiqiang Zhang, Jun Zhou:
Calibrating Graph Neural Networks from a Data-centric Perspective. WWW 2024: 745-755 - [i22]Zhengyang Liang, Meiyu Liang, Wei Huang, Yawen Li, Zhe Xue:
Dynamic Self-adaptive Multiscale Distillation from Pre-trained Multimodal Large Model for Efficient Cross-modal Representation Learning. CoRR abs/2404.10838 (2024) - [i21]Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li:
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. CoRR abs/2409.03504 (2024) - [i20]Guanhua Ye, Jifeng He, Weiqing Wang, Zhe Xue, Feifei Kou, Yawen Li:
WPFed: Web-based Personalized Federation for Decentralized Systems. CoRR abs/2410.11378 (2024) - [i19]Zhenyu Lin, Hongzheng Li, Yingxia Shao, Guanhua Ye, Yawen Li, Quanqing Xu:
LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space. CoRR abs/2410.15355 (2024) - 2023
- [j31]Yawen Li:
Research on e-business requirement information resource extraction method in network big data. Int. J. Auton. Adapt. Commun. Syst. 16(2): 188-202 (2023) - [j30]Jiayi Zhang, Chang Liu, Xijun Li, Hui-Ling Zhen, Mingxuan Yuan, Yawen Li, Junchi Yan:
A survey for solving mixed integer programming via machine learning. Neurocomputing 519: 205-217 (2023) - [j29]Yawen Li, Guangming Song, Shuang Hao, Juzheng Mao, Aiguo Song:
Semantic stereo visual SLAM toward outdoor dynamic environments based on ORB-SLAM2. Ind. Robot 50(3): 542-554 (2023) - [j28]Yawen Li, Yushan Zhao:
The Gender Gap in Job Status and Career Development of Chinese Publishing Practitioners. Publ. 11(1): 13 (2023) - [j27]Jinqing Lian, Xinyi Zhang, Yingxia Shao, Zenglin Pu, Qingfeng Xiang, Yawen Li, Bin Cui:
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems. Proc. VLDB Endow. 16(13): 4282-4295 (2023) - [j26]Zichao Ji, Guangming Song, Fei Wang, Yawen Li, Aiguo Song:
Design and Control of a Snake Robot With a Gripper for Inspection and Maintenance in Narrow Spaces. IEEE Robotics Autom. Lett. 8(5): 3086-3093 (2023) - [j25]Pengfei Zhang, Zhenhua Ma, Yin He, Yawen Li, Wenzheng Cheng:
Cooperative Positioning Method of a Multi-UAV Based on an Adaptive Fault-Tolerant Federated Filter. Sensors 23(21): 8823 (2023) - [j24]Fei Wang, Guangming Song, Juzheng Mao, Yawen Li, Zichao Ji, Dabing Chen, Aiguo Song:
Internal Defect Detection of Overhead Aluminum Conductor Composite Core Transmission Lines With an Inspection Robot and Computer Vision. IEEE Trans. Instrum. Meas. 72: 1-16 (2023) - [j23]Guanhua Ye, Tong Chen, Yawen Li, Lizhen Cui, Quoc Viet Hung Nguyen, Hongzhi Yin:
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation. IEEE J. Biomed. Health Informatics 27(11): 5249-5259 (2023) - [j22]Yawen Li, Di Jiang, Rongzhong Lian, Xueyang Wu, Conghui Tan, Yi Xu, Zhiyang Su:
Heterogeneous Latent Topic Discovery for Semantic Text Mining. IEEE Trans. Knowl. Data Eng. 35(1): 533-544 (2023) - [j21]Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Yawen Li, Chen Jason Zhang, Lei Chen, Lixin Fan:
Scalable Identity-Oriented Speech Retrieval. IEEE Trans. Knowl. Data Eng. 35(3): 3261-3265 (2023) - [j20]Ang Li, Yawen Li, Yingxia Shao, Bingyan Liu:
Multi-View Scholar Clustering With Dynamic Interest Tracking. IEEE Trans. Knowl. Data Eng. 35(9): 9671-9684 (2023) - [c24]Yawen Li, Xiaoning Sun, Yunni Xia, Peng Chen, Yin Li, Qinglan Peng:
M-MNFT: A Novel Modified (m, n)-Fault Tolerance Approach for Service Migration in Vehicular Edge Computing. SSE 2023: 170-179 - [c23]Cuiying Huo, Di Jin, Yawen Li, Dongxiao He, Yu-Bin Yang, Lingfei Wu:
T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation. AAAI 2023: 4339-4346 - [c22]Xiaobao Wang, Yiqi Dong, Di Jin, Yawen Li, Longbiao Wang, Jianwu Dang:
Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection. AAAI 2023: 4702-4710 - [c21]Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang:
Trafformer: Unify Time and Space in Traffic Prediction. AAAI 2023: 8114-8122 - [c20]Yibin Chen, Yawen Li, Ailan Xu, Qiang Sun, Xiaomin Chen, Chen Xu:
WAG-NAT: Window Attention and Generator Based Non-Autoregressive Transformer for Time Series Forecasting. ICANN (6) 2023: 293-304 - [c19]Yu Wang, Yunni Xia, Tingyan Long, Jiale Zhao, Yawen Li:
An Evolutionary Game-based Approach to Vehicular Task Offloading in An MEC Environment. ICNSC 2023: 1-6 - [c18]Zhe Yu, Di Jin, Xiaobao Wang, Yawen Li, Longbiao Wang, Jianwu Dang:
Commonsense Knowledge Enhanced Sentiment Dependency Graph for Sarcasm Detection. IJCAI 2023: 2423-2431 - [c17]Yiqi Dong, Dongxiao He, Xiaobao Wang, Yawen Li, Xiaowen Su, Di Jin:
A Generalized Deep Markov Random Fields Framework for Fake News Detection. IJCAI 2023: 4758-4765 - [i18]Bingyan Liu, Nuoyan Lv, Yuanchun Guo, Yawen Li:
Recent Advances on Federated Learning: A Systematic Survey. CoRR abs/2301.01299 (2023) - [i17]Deyu Bo, Xiao Wang, Yang Liu, Yuan Fang, Yawen Li, Chuan Shi:
A Survey on Spectral Graph Neural Networks. CoRR abs/2302.05631 (2023) - [i16]Jin Zhang, Defu Lian, Hong Xie, Yawen Li, Enhong Chen:
Interactive Graph Convolutional Filtering. CoRR abs/2309.01453 (2023) - [i15]Jinqing Lian, Xinyi Zhang, Yingxia Shao, Zenglin Pu, Qingfeng Xiang, Yawen Li, Bin Cui:
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems. CoRR abs/2309.12239 (2023) - [i14]Hongrui Gao, Yawen Li, Meiyu Liang, Zeli Guan, Zhe Xue:
Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network. CoRR abs/2311.00296 (2023) - [i13]Runze Fang, Yawen Li, Yingxia Shao, Zeli Guan, Zhe Xue:
Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion. CoRR abs/2311.00300 (2023) - [i12]Chengjie Ma, Yawen Li, Meiyu Liang, Ang Li:
Federated Topic Model and Model Pruning Based on Variational Autoencoder. CoRR abs/2311.00314 (2023) - [i11]Junfu Wang, Yawen Li, Zhe Xue, Ang Li:
Research Team Identification Based on Representation Learning of Academic Heterogeneous Information Network. CoRR abs/2311.00922 (2023) - 2022
- [j19]Xiaohan Zhang, Yichun Wang, Xinglei He, Hongzeng Ji, Yawen Li, Xiuhui Duan, Fen Guo:
Prediction of Vehicle Driver's Facial Air Temperature With SVR, ANN, and GRU. IEEE Access 10: 20212-20222 (2022) - [j18]Shitao Xiao, Yingxia Shao, Yawen Li, Hongzhi Yin, Yanyan Shen, Bin Cui:
LECF: recommendation via learnable edge collaborative filtering. Sci. China Inf. Sci. 65(1) (2022) - [j17]Yawen Li, Wenling Li, Zhe Xue:
Federated learning with stochastic quantization. Int. J. Intell. Syst. 37(12): 11600-11621 (2022) - [j16]Yawen Li, Isabella Yunfei Zeng, Ziheng Niu, Jiahao Shi, Ziyang Wang, Zeli Guan:
Predicting vehicle fuel consumption based on multi-view deep neural network. Neurocomputing 502: 140-147 (2022) - [j15]Yawen Li, Bo Wang:
Multi-Extended Target Tracking Algorithm Based on VBEM-CPHD. Int. J. Pattern Recognit. Artif. Intell. 36(6): 2250026:1-2250026:15 (2022) - [j14]Yawen Li, Yuexing Chen, Yang Wang:
Disease Recognition of Maize Leaf Based on KNN and Feature Extraction. Int. J. Pattern Recognit. Artif. Intell. 36(11): 2257004:1-2257004:17 (2022) - [j13]Jingru Wei, Li Mi, Ye Hu, Jing Ling, Yawen Li, Zhenzhong Chen:
Effects of Lossy Compression on Remote Sensing Image Classification Based on Convolutional Sparse Coding. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j12]Yuchen Zhao, Keying Xie, Qingfei Liu, Yawen Li, Tian Wu:
Laser Based Navigation in Asymmetry and Complex Environment. Symmetry 14(2): 253 (2022) - [j11]Yawen Li, Ye Yuan, Yishu Wang, Xiang Lian, Yuliang Ma, Guoren Wang:
Distributed Multimodal Path Queries. IEEE Trans. Knowl. Data Eng. 34(7): 3196-3210 (2022) - [c16]Hongrui Gao, Yawen Li, Meiyu Liang, Zeli Guan:
Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information. CCIS 2022: 496-500 - [c15]Yuxin Liu, Yawen Li, Yingxia Shao, Zeli Guan:
Adaptive Dual Channel Convolution Hypergraph Representation Learning for Technological Intellectual Property. CCIS 2022: 506-510 - [c14]Junfu Wang, Yawen Li, Meiyu Liang, Ang Li:
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning. CCIS 2022: 516-520 - [c13]Yawen Li, Wenling Li, Zhe Xue, Ang Li:
Kernel Least Mean Square With Maximum Correntropy Criterion. CCIS 2022: 554-557 - [c12]Hongbo Yin, Yingxia Shao, Xupeng Miao, Yawen Li, Bin Cui:
Scalable Graph Sampling on GPUs with Compressed Graph. CIKM 2022: 2383-2392 - [i10]Haiyan Cui, Yawen Li, Xin Xu:
Prediction Algorithm for Heat Demand of Science and Technology Topics Based on Time Convolution Network. CoRR abs/2203.10718 (2022) - [i9]Yue Wang, Yawen Li, Ang Li:
Academic Resource Text Level Multi-label Classification based on Attention. CoRR abs/2203.10743 (2022) - [i8]Runyu Yu, Yawen Li, Ang Li:
Semantic Similarity Computing for Scientific Academic Conferences fused with domain features. CoRR abs/2203.12593 (2022) - [i7]Xingchen Liu, Yawen Li, Yingxia Shao, Ang Li, Jian Liang:
A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT. CoRR abs/2206.02389 (2022) - [i6]Weikang Chen, Yawen Li, Zhe Xue, Ang Li, Guobin Wu:
Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting. CoRR abs/2206.03128 (2022) - [i5]Junfu Wang, Yawen Li, MeiYu Liang, Ang Li:
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning. CoRR abs/2210.03290 (2022) - [i4]Hongrui Gao, Yawen Li, MeiYu Liang, Zeli Guan:
Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information. CoRR abs/2210.03292 (2022) - [i3]Yuxin Liu, Yawen Li, Yingxia Shao, Zeli Guan:
Adaptive Dual Channel Convolution Hypergraph Representation Learning for Technological Intellectual Property. CoRR abs/2210.05947 (2022) - [i2]Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen:
Distributed Graph Neural Network Training: A Survey. CoRR abs/2211.00216 (2022) - [i1]Cuiying Huo, Di Jin, Yawen Li, Dongxiao He, Yu-Bin Yang, Lingfei Wu:
T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation. CoRR abs/2212.12738 (2022) - 2021
- [j10]Yingxia Shao, Shiyue Huang, Yawen Li, Xupeng Miao, Bin Cui, Lei Chen:
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs. VLDB J. 30(5): 769-797 (2021) - [c11]Zeli Guan, Yawen Li, Zhe Xue, Yuxin Liu, Hongrui Gao, Yingxia Shao:
Federated Graph Neural Network for Cross-graph Node Classification. CCIS 2021: 418-422 - [c10]Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li:
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. KDD 2021: 3032-3040 - 2020
- [j9]Yawen Li, Xiaoyang Wang, Chengcai Chen, Changyuan Jing, Tian Wu:
Exploring firms' innovation capabilities through learning systems. Neurocomputing 409: 27-34 (2020) - [j8]Yi Pan, Shu Wang, Lei Wu, Yunni Xia, Wanbo Zheng, Shanchen Pang, Ziyang Zeng, Peng Chen, Yawen Li:
A Novel Approach to Scheduling Workflows Upon Cloud Resources with Fluctuating Performance. Mob. Networks Appl. 25(2): 690-700 (2020) - [j7]Tengfei Cao, Changqiao Xu, Junping Du, Yawen Li, Han Xiao, Changhui Gong, Lujie Zhong, Dusit Niyato:
Reliable and Efficient Multimedia Service Optimization for Edge Computing-Based 5G Networks: Game Theoretic Approaches. IEEE Trans. Netw. Serv. Manag. 17(3): 1610-1625 (2020) - [c9]Yuanfeng Song, Di Jiang, Xiaoling Huang, Yawen Li, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang:
GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval. ACM Multimedia 2020: 4500-4502
2010 – 2019
- 2019
- [j6]Yuandou Wang, Hang Liu, Wanbo Zheng, Yunni Xia, Yawen Li, Peng Chen, Kunyin Guo, Hong Xie:
Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning. IEEE Access 7: 39974-39982 (2019) - [j5]Yawen Li, Guangcan Tang, Jiameng Du, Nan Zhou, Yue Zhao, Tian Wu:
Multilayer Perceptron Method to Estimate Real-World Fuel Consumption Rate of Light Duty Vehicles. IEEE Access 7: 63395-63402 (2019) - [j4]Yawen Li, Liu Yang, Bohan Yang, Ning Wang, Tian Wu:
Application of interpretable machine learning models for the intelligent decision. Neurocomputing 333: 273-283 (2019) - [j3]Zhao Pei, Yawen Li, Miao Ma, Jun Li, Chengcai Leng, Xiaoqiang Zhang, Yanning Zhang:
Occluded-Object 3D Reconstruction Using Camera Array Synthetic Aperture Imaging. Sensors 19(3): 607 (2019) - [c8]Weiling Li, Yunni Xia, Wanbo Zheng, Peng Chen, Jia Lee, Yawen Li:
Optimal Device Management Service Selection in Internet-of-Things. CollaborateCom 2019: 45-57 - 2018
- [j2]Yawen Li, Weifeng Jiang, Liu Yang, Tian Wu:
On neural networks and learning systems for business computing. Neurocomputing 275: 1150-1159 (2018) - 2014
- [c7]Toni-Jan Keith Palma Monserrat, Shengdong Zhao, Yawen Li, Xiang Cao:
L.IVE: an integrated interactive video-based learning environment. CHI Extended Abstracts 2014: 185-186 - [c6]Toni-Jan Keith Palma Monserrat, Yawen Li, Shengdong Zhao, Xiang Cao:
L.IVE: an integrated interactive video-based learning environment. CHI 2014: 3399-3402 - 2013
- [c5]Lin Zhao, Yue Lin, Yingmin Jia, Yawen Li, Jun Zhang:
Transcale LQ tracking control for a class of discrete systems based on wavelet packet decomposition. ACC 2013: 378-383 - [c4]MeiYu Liang, Junping Du, Xiaoyong Li, Liang Xu, Honggang Liu, Yawen Li:
Spatio-temporal super-resolution reconstruction based on robust optical flow and Zernike moment for dynamic image sequences. ISIE 2013: 1-6 - 2011
- [c3]Yawen Li, Xiangyun Wang, Xue Wang:
Tourist flows analysis and decision support system based on intelligent mobile phone. CCIS 2011: 418-422 - [c2]Yawen Li, Fengqin Yu:
Genetic matching pursuits based on diversity mutation. FSKD 2011: 550-553
2000 – 2009
- 2009
- [c1]Yawen Li, Guoren Wang, Junchang Xin, Ende Zhang, Zeling Qiu:
Holistically Twig Matching in Probabilistic XML. ICDE 2009: 1649-1656 - 2004
- [j1]Amy C. Richards Grayson, Rebecca S. Shawgo, Audrey M. Johnson, Nolan T. Flynn, Yawen Li, Michael J. Cima, Robert Langer:
A BioMEMS review: MEMS technology for physiologically integrated devices. Proc. IEEE 92(1): 6-21 (2004)
Coauthor Index
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