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2020 – today
- 2024
[j8]Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu:
A lightweight multi-layer perceptron for efficient multivariate time series forecasting. Knowl. Based Syst. 288: 111463 (2024)- [j7]Shiqi Gao, Haoyi Zhou
, Tianyu Chen, Mingrui He, Runhua Xu, Jianxin Li:
PE-Attack: On the Universal Positional Embedding Vulnerability in Transformer-Based Models. IEEE Trans. Inf. Forensics Secur. 19: 9359-9373 (2024) - [j6]Zixuan Yuan, Junming Liu, Haoyi Zhou, Denghui Zhang, Hao Liu, Nengjun Zhu, Hui Xiong:
LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading. IEEE Trans. Knowl. Data Eng. 36(11): 6547-6559 (2024) - [c23]Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong:
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification. AAAI 2024: 16623-16632 - [c22]Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li:
Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning. AAAI 2024: 17202-17210 - [c21]Ziqi Yuan, Haoyi Zhou, Qingyun Sun, Jianxin Li:
ColBetect: A Contrastive Learning Framework Featuring Dual Negative Samples for Anomaly Behavior Detection. APWeb/WAIM (4) 2024: 465-480 - [c20]Ziqi Yuan, Qingyun Sun, Haoyi Zhou, Zukun Zhu, Jianxin Li:
MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies. SDM 2024: 661-669 - [c19]Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li:
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. WSDM 2024: 920-929 - [i12]Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li:
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. CoRR abs/2401.10547 (2024) - [i11]Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Shanghang Zhang, Jianxin Li:
Building Flexible Machine Learning Models for Scientific Computing at Scale. CoRR abs/2402.16014 (2024) - [i10]Zhou Zhang, Song Bian, Zian Zhao, Ran Mao, Haoyi Zhou, Jiafeng Hua, Yier Jin, Zhenyu Guan:
ArcEDB: An Arbitrary-Precision Encrypted Database via (Amortized) Modular Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2024: 1064 (2024) - 2023
- [j5]Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong:
Expanding the prediction capacity in long sequence time-series forecasting. Artif. Intell. 318: 103886 (2023) - [j4]Luxin Tan, Huan Li, Jinze Yu, Haoyi Zhou, Zhi Wang, Zhiyong Niu, Jianxin Li, Zhongwu Li:
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning. Medical Biol. Eng. Comput. 61(6): 1565-1580 (2023) - [c18]Chunyang Jiang, Tianchen Zhu, Haoyi Zhou, Chang Liu, Ting Deng, Chunming Hu, Jianxin Li:
Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. EACL 2023: 3173-3184 - [c17]Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li:
BadRes: Reveal the Backdoors Through Residual Connection. ICASSP 2023: 1-5 - [c16]Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi Zhou, Qinghua Zheng:
CLDG: Contrastive Learning on Dynamic Graphs. ICDE 2023: 696-707 - [c15]Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li:
Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution. IJCAI 2023: 4693-4701 - [i9]Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li:
Learning Music Sequence Representation from Text Supervision. CoRR abs/2305.19602 (2023) - 2022
- [c14]Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei:
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. ACL (Findings) 2022: 3510-3520 - [c13]Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang:
MTTrans: Cross-domain Object Detection with Mean Teacher Transformer. ECCV (9) 2022: 629-645 - [c12]Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li:
Learning Music Sequence Representation From Text Supervision. ICASSP 2022: 4583-4587 - [c11]Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu:
AIQoSer: Building the efficient Inference-QoS for AI Services. IWQoS 2022: 1-10 - [c10]Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou:
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. NeurIPS 2022 - [c9]Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li:
Jump Self-attention: Capturing High-order Statistics in Transformers. NeurIPS 2022 - [c8]Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao:
MtCut: A Multi-Task Framework for Ranked List Truncation. WSDM 2022: 1054-1062 - [i8]Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang:
Cross-Domain Object Detection with Mean-Teacher Transformer. CoRR abs/2205.01643 (2022) - [i7]Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei:
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. CoRR abs/2206.00216 (2022) - [i6]Tianyu Chen, Shaohan Huang, Yuan Xie, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei:
Task-Specific Expert Pruning for Sparse Mixture-of-Experts. CoRR abs/2206.00277 (2022) - [i5]Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li:
BadRes: Reveal the Backdoors through Residual Connection. CoRR abs/2209.07125 (2022) - 2021
- [j3]Peiyuan Sun, Qiben Yan, Haoyi Zhou, Jianxin Li:
Osprey: A fast and accurate patch presence test framework for binaries. Comput. Commun. 173: 95-106 (2021) - [j2]Shuai Zhang, Haoyi Zhou, Feng Chen, Jianxin Li:
A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs. IEEE Trans. Comput. Soc. Syst. 8(1): 161-170 (2021) - [j1]Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li:
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling. ACM Trans. Intell. Syst. Technol. 12(6): 69:1-69:24 (2021) - [c7]Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang:
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. AAAI 2021: 11106-11115 - [c6]Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang:
MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series. ICDM 2021: 1481-1486 - [c5]Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang:
Triplet Attention: Rethinking the Similarity in Transformers. KDD 2021: 2378-2388 - [i4]Xin Guo, Jianlei Yang, Haoyi Zhou, Xucheng Ye, Jianxin Li:
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models. CoRR abs/2106.03613 (2021) - 2020
- [i3]Ishika Singh, Haoyi Zhou, Kunlin Yang, Meng Ding, Bill Lin, Pengtao Xie:
Differentially-private Federated Neural Architecture Search. CoRR abs/2006.10559 (2020) - [i2]Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang:
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. CoRR abs/2012.07436 (2020)
2010 – 2019
- 2018
- [c4]Zhengyang Wu, Xiuwen Mo, Haoyi Zhou, Lipan Liu, Jinfeng Li:
Classification of Reservoir Fracture Development Level by Convolution Neural Network Algorithm. ICNC-FSKD 2018: 243-250 - [c3]Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen:
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. IJCNN 2018: 1-8 - 2017
- [c2]Jianxin Li, Haoyi Zhou, Pengtao Xie, Yingchun Zhang:
Improving the Generalization Performance of Multi-class SVM via Angular Regularization. IJCAI 2017: 2131-2137 - [i1]Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan:
Stacked Kernel Network. CoRR abs/1711.09219 (2017) - 2015
- [c1]Haoyi Zhou, Xiao Bai, Jun Zhou, Haichuan Yang, Yun Liu:
Learning Graph Model for Different Dimensions Image Matching. GbRPR 2015: 158-167
Coauthor Index
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last updated on 2024-11-07 20:31 CET by the dblp team
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