个人简介
助理教授，硕士研究生导师，大数据科学与脑机智能高精尖创新中心成员，美国罗格斯大学访问学者。
在NIPS、KDD、AAAI、IJCAI等国内外会议期刊上发表学术论文10余篇，授权国家发明专利5项，获“AAAI’21最佳论文奖”、“IWQoS’21最佳论文奖”、“国家电网大数据中心科技进步一等奖”。主持和参与国家973计划、国家自然科学基金、国家重点研发计划等，负责国家电网、华为、京东方等企业项目。服务工业制造智能，成果获工信部工业互联网创新成果转化一等奖；服务新冠疫情大数据防控，国务院办公厅、国家卫健委等专函感谢，受到人民日报、科技日报、解放日报等报道。入选ACM China北京优博、世界人工智能大会WAIC 2021“云帆奖•明日之星”、北京市“海英之星”、智源领域新星。
近期论文
查看导师新发文章
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Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution, IJCAI 2023 Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
Expanding the Prediction Capacity in Long Sequence Time-Series Forecasting, AIJ 2023 Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong
BadRes: Reveal the Backdoors through Residual Connection, ICASSP 2023 Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li
CLDG: Contrastive Learning on Dynamic Graphs, ICDE 2023 Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi Zhou, Qinghua Zheng
Jump Self-attention: Capturing High-order Statistics in Transformers, NeurIPS 2022 Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences, NeurIPS 2022 Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
AIQoSer: Building the efficient Inference-QoS for AI Services, IEEE IWQoS 2022 Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption, ACL Findings 2022 Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
Learning Music Sequence Representation from Text Supervision, ICASSP 2022 Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
MTTrans: Cross-Domain Object Detection with Mean Teacher Transformer, ECCV 2022 Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang
Informer: Beyond Efficient Transformer for Long Sequence Timer-series Forecasting, AAAI'2021 Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Triplet Attention: Rethinking the Similarity in Transformers, KDD'2021 Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling, ACM TIST 2021 Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li
MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series, ICDM'2021 Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang
MtCut: A Multi-Task Framework for Ranked List Truncation, WSDM'2021 Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models, arXiv 2021 Xin Guo, Jianlei Yang, Haoyi Zhou, Xucheng Ye, Jianxin Li
Osprey: A Fast and Accurate Patch Presence Test Framework for Binaries, Computer Communications 2021 Peiyuan Sun, Qiben Yan, Haoyi Zhou*, Jianxin Li
Differentially-private Federated Neural Architecture Search, arXiv 2020 Ishika Singh, Haoyi Zhou, Kunlin Yang, Meng Ding, Bill Lin, Pengtao Xie
A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs, IEEE TCSS 2020 Shuai Zhang, Haoyi Zhou, Feng Chen, Jianxin Li
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping, IJCNN'2018 Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen
Improving the Generalization Performance of Multi-class SVM via Angular Regularization, IJCAI'2017 Jianxin Li, Haoyi Zhou, Pengtao Xie, Yingchun Zhang
Stacked Kernel Network, arXiv 2017 Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan
A Large Margin Learning Method for Matching Images of Natural Objects with Different Dimensions, CVPREI 2016 Haoyi Zhou, Jun Zhou, Haichuan Yang, Cheng Yan, Xiao Bai and Yunlu Liu
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