PPaperPicks

Haoyi Zhou

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2393-3634 ↗

Venues

AAAI ×7ICML ×2NeurIPS ×2ACL ×1CCS ×1CVPR ×1ICDE ×1IJCAI ×1SDM ×1WSDM ×1

Frequent coauthors

Jianxin Li
×13
Tianyu Chen
×8
Shiqi Gao
×4
Qingyun Sun
×3
Chonghan Gao
×3
Hao Wang
×3
Tianchen Zhu
×3
Shanghang Zhang
×3
Runhua Xu
×2
Zeyu Shi
×2
Ziming Wang
×2
Qi Song
×2

Papers

  1. FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence
    AAAI 2026 ·
    Guoan Wan
    ,
    Tianyu Chen
    ,
    Fangzheng Feng
    , Haoyi Zhou,
    Runhua Xu
  2. Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty
    AAAI 2026 ·
    Zeyu Shi
    ,
    Ziming Wang
    ,
    Tianyu Chen
    ,
    Shiqi Gao
    , Haoyi Zhou,
    Qingyun Sun
    ,
    Jianxin Li
  3. Table Question Answering via Adaptive Routing
    ICDE 2026 ·
    Yang Liu
    ,
    Mengyi Yan
    ,
    Jiao Xue
    ,
    Weilong Ren
    ,
    Yutong Ye
    , Haoyi Zhou,
    Jianxin Li
    ,
    Zhumin Chen
  4. Towards Long-window Anchoring in Vision-Language Model Distillation
    AAAI 2026 · Haoyi Zhou,
    Shuo Li
    ,
    Tianyu Chen
    ,
    Qi Song
    ,
    Chonghan Gao
    ,
    Jianxin Li
  5. FLUE: Streamlined Uncertainty Estimation for Large Language Models
    AAAI 2025 ·
    Shiqi Gao
    ,
    Tianxiang Gong
    ,
    Zijie Lin
    ,
    Runhua Xu
    , Haoyi Zhou,
    Jianxin Li
  6. FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
    IJCAI 2025 ·
    Tianyu Chen
    , Haoyi Zhou,
    Ying Li
    ,
    Hao Wang
    ,
    Zhenzhe Zhang
    ,
    Tianchen Zhu
    ,
    Shanghang Zhang
    ,
    Jianxin Li
  7. Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
    CVPR 2025 ·
    Tianyu Chen
    ,
    Xingcheng Fu
    ,
    Yisen Gao
    ,
    Haodong Qian
    ,
    Yuecen Wei
    ,
    Kun Yan
    , Haoyi Zhou,
    Jianxin Li
  8. MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection
    AAAI 2025 ·
    Shuai Zhang
    ,
    Yu Fan
    , Haoyi Zhou,
    Bo Li
  9. OmniArch: Building Foundation Model for Scientific Computing
    ICML 2025 ·
    Tianyu Chen
    , Haoyi Zhou,
    Ying Li
    ,
    Hao Wang
    ,
    Chonghan Gao
    ,
    Rongye Shi
    ,
    Shanghang Zhang
    ,
    Jianxin Li
  10. PINNsAgent: Automated PDE Surrogation with Large Language Models
    ICML 2025 ·
    Qingpo Wuwu
    ,
    Chonghan Gao
    ,
    Tianyu Chen
    ,
    Yihang Huang
    ,
    Yuekai Zhang
    ,
    Jianing Wang
    ,
    Jianxin Li
    , Haoyi Zhou,
    Shanghang Zhang
  11. Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
    ACL 2025 ·
    Ziming Wang
    ,
    Zeyu Shi
    , Haoyi Zhou,
    Shiqi Gao
    ,
    Qingyun Sun
    ,
    Jianxin Li
  12. ArcEDB: An Arbitrary-Precision Encrypted Database via (Amortized) Modular Homomorphic Encryption
    CCS 2024 ·
    Zhou Zhang
    ,
    Song Bian
    ,
    Zian Zhao
    ,
    Ran Mao
    , Haoyi Zhou,
    Jiafeng Hua
    ,
    Yier Jin
    ,
    Zhenyu Guan
  13. Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning
    AAAI 2024 ·
    Tianchen Zhu
    ,
    Yue Qiu
    , Haoyi Zhou,
    Jianxin Li
  14. From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
    NeurIPS 2024 ·
    Pusen Dong
    ,
    Tianchen Zhu
    ,
    Yue Qiu
    , Haoyi Zhou,
    Jianxin Li
  15. MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies
    SDM 2024 ·
    Ziqi Yuan
    ,
    Qingyun Sun
    , Haoyi Zhou,
    Zukun Zhu
    ,
    Jianxin Li
  16. PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization
    WSDM 2024 ·
    Ziqi Yuan
    , Haoyi Zhou,
    Tianyu Chen
    ,
    Jianxin Li
  17. QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
    NeurIPS 2024 ·
    Qi Song
    ,
    Tianxiang Gong
    ,
    Shiqi Gao
    , Haoyi Zhou,
    Jianxin Li
  18. Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
    AAAI 2024 ·
    Zixuan Yuan
    ,
    Hao Liu
    , Haoyi Zhou,
    Denghui Zhang
    ,
    Xiao Zhang
    ,
    Hao Wang
    ,
    Hui Xiong