Haoyi Zhou

73 papers A* 22A 4B 2Misc 2Journal 37Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence.
AAAI
Guoan Wan, Tianyu Chen, Fangzheng Feng, Haoyi Zhou, Runhua Xu
2026 A* conf
Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty.
AAAI
Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li
2026 A* conf
Towards Long-window Anchoring in Vision-Language Model Distillation.
AAAI
Haoyi Zhou, Shuo Li, Tianyu Chen, Qi Song, Chonghan Gao, Jianxin Li
2025 J jnl
A comprehensive survey on GNN-based anomaly detection: taxonomy, methods, and the role of large language models.
Int. J. Mach. Learn. Cybern.
Ziqi Yuan, Qingyun Sun, Haoyi Zhou, Minglai Shao, Xingcheng Fu
2025 J jnl
Adaptive dynamic graphs for anomaly detection via inter- and intra-diffusion.
Int. J. Mach. Learn. Cybern.
Ziqi Yuan, Haoyi Zhou, Qingyun Sun
2025 J jnl
CDTP: A Large-Scale Chinese Data-Text Pair Dataset for Comprehensive Evaluation of Chinese LLMs.
CoRR
Chengwei Wu, Jiapu Wang, Mingyang Gao, Xingrui Zhuo, Jipeng Guo, Runlin Lei, Haoran Luo, Tianyu Chen, Haoyi Zhou, Shirui Pan, Zechao Li
2025 J jnl
CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning.
CoRR
Qi Song, Honglin Li, Yingchen Yu, Haoyi Zhou, Lin Yang, Song Bai, Qi She, Zilong Huang, Yunqing Zhao
2025 A* conf
FLUE: Streamlined Uncertainty Estimation for Large Language Models.
AAAI
Shiqi Gao, Tianxiang Gong, Zijie Lin, Runhua Xu, Haoyi Zhou, Jianxin Li
2025 J jnl
FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence.
CoRR
Guoan Wan, Tianyu Chen, Fangzheng Feng, Haoyi Zhou, Runhua Xu
2025 J jnl
Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty.
CoRR
Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li
2025 A* conf
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers.
IJCAI
Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Zhenzhe Zhang, Tianchen Zhu, Shanghang Zhang, Jianxin Li
2025 J jnl
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers.
CoRR
Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Zhenzhe Zhang, Tianchen Zhu, Shanghang Zhang, Jianxin Li
2025 A* conf
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding.
CVPR
Tianyu Chen, Xingcheng Fu, Yisen Gao, Haodong Qian, Yuecen Wei, Kun Yan, Haoyi Zhou, Jianxin Li
2025 J jnl
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding.
CoRR
Tianyu Chen, Xingcheng Fu, Yisen Gao, Haodong Qian, Yuecen Wei, Kun Yan, Haoyi Zhou, Jianxin Li
2025 J jnl
HiViT: Hierarchical attention-based Transformer for multi-scale whole slide histopathological image classification.
Expert Syst. Appl.
Jinze Yu, Shuo Li, Luxin Tan, Haoyi Zhou, Zhongwu Li, Jianxin Li
2025 J jnl
Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM.
CoRR
Xin Xue, Haoyi Zhou, Tianyu Chen, Shuai Zhang, Yizhou Long, Jianxin Li
2025 J jnl
Ionformer: A Data-Driven Deep Learning Baseline for Global Ionospheric TEC Forecasting.
IEEE Trans. Geosci. Remote. Sens.
Lanhao Li, Yang Liu, Haoyi Zhou, Kunlin Yang, Haojun Yan, Jianxin Li
2025 A* conf
MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection.
AAAI
Shuai Zhang, Yu Fan, Haoyi Zhou, Bo Li
2025 A* conf
OmniArch: Building Foundation Model for Scientific Computing.
ICML
Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Rongye Shi, Shanghang Zhang, Jianxin Li
2025 A* conf
PINNsAgent: Automated PDE Surrogation with Large Language Models.
ICML
Qingpo Wuwu, Chonghan Gao, Tianyu Chen, Yihang Huang, Yuekai Zhang, Jianing Wang, Jianxin Li, Haoyi Zhou, Shanghang Zhang
2025 J jnl
PINNsAgent: Automated PDE Surrogation with Large Language Models.
CoRR
Qingpo Wuwu, Chonghan Gao, Tianyu Chen, Yihang Huang, Yuekai Zhang, Jianing Wang, Jianxin Li, Haoyi Zhou, Shanghang Zhang
2025 J jnl
Towards Long-window Anchoring in Vision-Language Model Distillation.
CoRR
Haoyi Zhou, Shuo Li, Tianyu Chen, Qi Song, Chonghan Gao, Jianxin Li
2025 — conf
Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
ACL (1)
Ziming Wang, Zeyu Shi, Haoyi Zhou, Shiqi Gao, Qingyun Sun, Jianxin Li
2025 J jnl
Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
CoRR
Ziming Wang, Zeyu Shi, Haoyi Zhou, Shiqi Gao, Qingyun Sun, Jianxin Li
2025 J jnl
Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution.
Frontiers Comput. Sci.
Mengyi Yan, Yaoshu Wang, Xiaohan Jiang, Haoyi Zhou, Jianxin Li
2024 J jnl
A lightweight multi-layer perceptron for efficient multivariate time series forecasting.
Knowl. Based Syst.
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu
2024 A* conf
ArcEDB: An Arbitrary-Precision Encrypted Database via (Amortized) Modular Homomorphic Encryption.
CCS
Zhou Zhang, Song Bian, Zian Zhao, Ran Mao, Haoyi Zhou, Jiafeng Hua, Yier Jin, Zhenyu Guan
2024 J jnl
ArcEDB: An Arbitrary-Precision Encrypted Database via (Amortized) Modular Homomorphic Encryption.
IACR Cryptol. ePrint Arch.
Zhou Zhang, Song Bian, Zian Zhao, Ran Mao, Haoyi Zhou, Jiafeng Hua, Yier Jin, Zhenyu Guan
2024 J jnl
Building Flexible Machine Learning Models for Scientific Computing at Scale.
CoRR
Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Shanghang Zhang, Jianxin Li
2024 J jnl
CLDG: Contrastive Learning on Dynamic Graphs.
CoRR
Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi Zhou, Qinghua Zheng
2024 — conf
ColBetect: A Contrastive Learning Framework Featuring Dual Negative Samples for Anomaly Behavior Detection.
APWeb/WAIM (4)
Ziqi Yuan, Haoyi Zhou, Qingyun Sun, Jianxin Li
2024 A* conf
Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning.
AAAI
Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
2024 A* conf
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning.
NeurIPS
Pusen Dong, Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
2024 J jnl
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning.
CoRR
Pusen Dong, Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
2024 J jnl
LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading.
IEEE Trans. Knowl. Data Eng.
Zixuan Yuan, Junming Liu, Haoyi Zhou, Denghui Zhang, Hao Liu, Nengjun Zhu, Hui Xiong
2024 A conf
MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies.
SDM
Ziqi Yuan, Qingyun Sun, Haoyi Zhou, Zukun Zhu, Jianxin Li
2024 J jnl
PE-Attack: On the Universal Positional Embedding Vulnerability in Transformer-Based Models.
IEEE Trans. Inf. Forensics Secur.
Shiqi Gao, Haoyi Zhou, Tianyu Chen, Mingrui He, Runhua Xu, Jianxin Li
2024 A conf
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization.
WSDM
Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li
2024 J jnl
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization.
CoRR
Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li
2024 A* conf
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization.
NeurIPS
Qi Song, Tianxiang Gong, Shiqi Gao, Haoyi Zhou, Jianxin Li
2024 A* conf
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification.
AAAI
Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong
2023 Misc conf
BadRes: Reveal the Backdoors Through Residual Connection.
ICASSP
Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li
2023 A* conf
CLDG: Contrastive Learning on Dynamic Graphs.
ICDE
Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi Zhou, Qinghua Zheng
2023 J jnl
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning.
Medical Biol. Eng. Comput.
Luxin Tan, Huan Li, Jinze Yu, Haoyi Zhou, Zhi Wang, Zhiyong Niu, Jianxin Li, Zhongwu Li
2023 J jnl
Expanding the prediction capacity in long sequence time-series forecasting.
Artif. Intell.
Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong
2023 J jnl
Learning Music Sequence Representation from Text Supervision.
CoRR
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2023 A conf
Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning.
EACL
Chunyang Jiang, Tianchen Zhu, Haoyi Zhou, Chang Liu, Ting Deng, Chunming Hu, Jianxin Li
2023 A* conf
Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution.
IJCAI
Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li
2022 B conf
AIQoSer: Building the efficient Inference-QoS for AI Services.
IWQoS
Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu
2022 A* conf
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.
NeurIPS
Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
2022 J jnl
BadRes: Reveal the Backdoors through Residual Connection.
CoRR
Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li
2022 J jnl
Cross-Domain Object Detection with Mean-Teacher Transformer.
CoRR
Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang
2022 A* conf
Jump Self-attention: Capturing High-order Statistics in Transformers.
NeurIPS
Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
2022 Misc conf
Learning Music Sequence Representation From Text Supervision.
ICASSP
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2022 — conf
MTTrans: Cross-domain Object Detection with Mean Teacher Transformer.
ECCV (9)
Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang
2022 A conf
MtCut: A Multi-Task Framework for Ranked List Truncation.
WSDM
Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao
2022 — conf
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
ACL (Findings)
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022 J jnl
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
CoRR
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022 J jnl
Task-Specific Expert Pruning for Sparse Mixture-of-Experts.
CoRR
Tianyu Chen, Shaohan Huang, Yuan Xie, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2021 J jnl
A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs.
IEEE Trans. Comput. Soc. Syst.
Shuai Zhang, Haoyi Zhou, Feng Chen, Jianxin Li
2021 A* conf
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
AAAI
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2021 A* conf
MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series.
ICDM
Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang
2021 J jnl
Osprey: A fast and accurate patch presence test framework for binaries.
Comput. Commun.
Peiyuan Sun, Qiben Yan, Haoyi Zhou, Jianxin Li
2021 J jnl
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.
ACM Trans. Intell. Syst. Technol.
Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li
2021 J jnl
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models.
CoRR
Xin Guo, Jianlei Yang, Haoyi Zhou, Xucheng Ye, Jianxin Li
2021 A* conf
Triplet Attention: Rethinking the Similarity in Transformers.
KDD
Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang
2020 J jnl
Differentially-private Federated Neural Architecture Search.
CoRR
Ishika Singh, Haoyi Zhou, Kunlin Yang, Meng Ding, Bill Lin, Pengtao Xie
2020 J jnl
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
CoRR
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2018 B conf
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping.
IJCNN
Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen
2018 — conf
Classification of Reservoir Fracture Development Level by Convolution Neural Network Algorithm.
ICNC-FSKD
Zhengyang Wu, Xiuwen Mo, Haoyi Zhou, Lipan Liu, Jinfeng Li
2017 A* conf
Improving the Generalization Performance of Multi-class SVM via Angular Regularization.
IJCAI
Jianxin Li, Haoyi Zhou, Pengtao Xie, Yingchun Zhang
2017 J jnl
Stacked Kernel Network.
CoRR
Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan
2015 — conf
Learning Graph Model for Different Dimensions Image Matching.
GbRPR
Haoyi Zhou, Xiao Bai, Jun Zhou, Haichuan Yang, Yun Liu