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Hao Zou

14 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICLR ×2ICML ×2SIGKDD ×2WWW ×2CVPR ×1ICDM ×1

Frequent coauthors

Peng Cui
×10
Haotian Wang
×8
Wenjing Yang
×6
Yue He
×6
Han Yu
×5
Renzhe Xu
×4
Xingxuan Zhang
×4
Jiashuo Liu
×3
Yunxin Mao
×2
Chunyuan Zheng
×2
Shanzhi Gu
×2
Shixuan Liu
×2

Papers

  1. Detecting Unobserved Confounders: A Kernelized Regression Approach
    AAAI 2026 ·
    Yikai Chen
    ,
    Yunxin Mao
    ,
    Chunyuan Zheng
    , Hao Zou,
    Shanzhi Gu
    ,
    Shixuan Liu
    ,
    Yang Shi
    ,
    Wenjing Yang
    ,
    Kun Kuang
    ,
    Haotian Wang
  2. Error Slice Discovery via Manifold Compactness
    AAAI 2026 ·
    Han Yu
    , Hao Zou,
    Jiashuo Liu
    ,
    Renzhe Xu
    ,
    Yue He
    ,
    Xingxuan Zhang
    ,
    Peng Cui
  3. Generating Risky Samples with Conformity Constraints via Diffusion Models
    AAAI 2026 ·
    Han Yu
    , Hao Zou,
    Xingxuan Zhang
    ,
    Zhengyi Wang
    ,
    Yue He
    ,
    Kehan Li
    ,
    Peng Cui
  4. Invariant Learning on Heterogeneous Graphs via Subgraph Environment Inference
    WWW 2026 ·
    Yanghui Fu
    ,
    Yunfei Wang
    , Hao Zou,
    Yue He
    ,
    Haotian Wang
    ,
    Qing Cheng
    ,
    Guangquan Cheng
    ,
    Shixuan Liu
  5. Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents
    AAAI 2026 ·
    Xinpeng Lv
    ,
    Chunyuan Zheng
    ,
    Yunxin Mao
    ,
    Renzhe Xu
    , Hao Zou,
    Shanzhi Gu
    ,
    Liyang Xu
    ,
    Huan Chen
    ,
    Yuanlong Chen
    ,
    Wenjing Yang
    ,
    Haotian Wang
  6. COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts
    CVPR 2025 ·
    Jiansheng Li
    ,
    Xingxuan Zhang
    , Hao Zou,
    Yige Guo
    ,
    Renzhe Xu
    ,
    Yilong Liu
    ,
    Chuzhao Zhu
    ,
    Yue He
    ,
    Peng Cui
  7. Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models
    ICLR 2025 ·
    Haotian Wang
    ,
    Haoxuan Li
    , Hao Zou,
    Haoang Chi
    ,
    Long Lan
    ,
    Wanrong Huang
    ,
    Wenjing Yang
  8. Learning Feasible Causal Algorithmic Recourse: A Prior Structural Knowledge Free Approach
    WWW 2025 ·
    Haotian Wang
    , Hao Zou,
    Xueguang Zhou
    ,
    Shangwen Wang
    ,
    Wenjing Yang
    ,
    Peng Cui
  9. PDMC: Generating Feasible Algorithmic Recourse via Perturbation Data Manifold Constraint
    SIGKDD 2025 ·
    Zimu Wang
    , Hao Zou,
    Han Yu
    ,
    Shaohua Fan
    ,
    Haotian Wang
    ,
    Yue He
    ,
    Peng Cui
  10. Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study
    ICLR 2025 ·
    Xingxuan Zhang
    ,
    Haoran Wang
    ,
    Jiansheng Li
    ,
    Yuan Xue
    ,
    Shikai Guan
    ,
    Renzhe Xu
    , Hao Zou,
    Han Yu
    ,
    Peng Cui
  11. Domain-wise Data Acquisition to Improve Performance under Distribution Shift
    ICML 2024 ·
    Yue He
    ,
    Dongbai Li
    ,
    Pengfei Tian
    ,
    Han Yu
    ,
    Jiashuo Liu
    , Hao Zou,
    Peng Cui
  12. Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
    ICML 2024 ·
    Jiashuo Liu
    ,
    Jiayun Wu
    ,
    Tianyu Wang
    , Hao Zou,
    Bo Li
    ,
    Peng Cui
  13. Learning Feasible Causal Algorithmic Recourse without Prior Structure
    ICDM 2024 ·
    Haotian Wang
    , Hao Zou,
    Xueguang Zhou
    ,
    Shangwen Wang
    ,
    Long Lan
    ,
    Wenjing Yang
    ,
    Peng Cui
  14. Your Neighbor Matters: Towards Fair Decisions Under Networked Interference
    SIGKDD 2024 ·
    Wenjing Yang
    ,
    Haotian Wang
    ,
    Haoxuan Li
    , Hao Zou,
    Ruochun Jin
    ,
    Kun Kuang
    ,
    Peng Cui