Haoyi Zhou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Homomorphic Encryption

Event Detection

Top Venues

Publications

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)
Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. WSDM (2024)
Ziqi Yuan, Qingyun Sun, Haoyi Zhou, Zukun Zhu, Jianxin Li
MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies. SDM (2024)
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 (2024)
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 (2024)
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)
Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. CoRR (2024)
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 (2024)
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
Learning Music Sequence Representation from Text Supervision. CoRR (2023)
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)
Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi Zhou, Qinghua Zheng
CLDG: Contrastive Learning on Dynamic Graphs. ICDE (2023)
Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution. IJCAI (2023)
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) (2023)
Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li
BadRes: Reveal the Backdoors Through Residual Connection. ICASSP (2023)
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 (2023)
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
Learning Music Sequence Representation From Text Supervision. ICASSP (2022)
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 (2022)
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)
Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. NeurIPS (2022)
Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li
BadRes: Reveal the Backdoors through Residual Connection. CoRR (2022)
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)
Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
Jump Self-attention: Capturing High-order Statistics in Transformers. NeurIPS (2022)
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 (2022)
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 (2022)
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)
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)
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) (2021)
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)
Xin Guo, Jianlei Yang, Haoyi Zhou, Xucheng Ye, Jianxin Li
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models. CoRR (2021)
Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang
MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series. ICDM (2021)
Peiyuan Sun, Qiben Yan, Haoyi Zhou, Jianxin Li
Osprey: A fast and accurate patch presence test framework for binaries. Comput. Commun. 173 (2021)
Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang
Triplet Attention: Rethinking the Similarity in Transformers. KDD (2021)
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) (2021)
Ishika Singh, Haoyi Zhou, Kunlin Yang, Meng Ding, Bill Lin, Pengtao Xie
Differentially-private Federated Neural Architecture Search. CoRR (2020)
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 (2020)
Zhengyang Wu, Xiuwen Mo, Haoyi Zhou, Lipan Liu, Jinfeng Li
Classification of Reservoir Fracture Development Level by Convolution Neural Network Algorithm. ICNC-FSKD (2018)
Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. IJCNN (2018)
Jianxin Li, Haoyi Zhou, Pengtao Xie, Yingchun Zhang
Improving the Generalization Performance of Multi-class SVM via Angular Regularization. IJCAI (2017)
Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan
Stacked Kernel Network. CoRR (2017)
Haoyi Zhou, Xiao Bai, Jun Zhou, Haichuan Yang, Yun Liu
Learning Graph Model for Different Dimensions Image Matching. GbRPR (2015)