PPaperPicks

Haoxuan Li

Peking University, Beijing, China

57 papers at tracked venues · 54 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3620-3769 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×16ICML ×10AAAI ×6ICLR ×6SIGKDD ×6SIGIR ×5CVPR ×2ACL ×1EMNLP ×1ICDE ×1IJCAI ×1NAACL ×1WWW ×1

Frequent coauthors

Chunyuan Zheng
×20
Zhouchen Lin
×11
Hao Wang
×10
Xu Chen
×9
Mingming Gong
×8
Kun Zhang
×8
Li Liu
×7
Kun Kuang
×7
Zhichao Chen
×7
Anpeng Wu
×6
Xiang Li
×5
Chuan Zhou
×5

Papers

  1. Debiased Recommendation Beyond the Positive Propensity Assumption
    SIGIR 2026 ·
    Yanghao Xiao
    ,
    Hao Wang
    ,
    Xiang Li
    ,
    Qian Zou
    ,
    Cheng Bing
    ,
    Wei Lin
    , Haoxuan Li,
    Zhouchen Lin
  2. Hierarchical Denoising Entire Space Multi-Task Model for Post-Click Conversion Rate Prediction with Noisy Labels
    SIGIR 2026 ·
    Yan Lyu
    , Haoxuan Li,
    Tianyu Xia
    ,
    Xiang Li
    ,
    Xiangnan Feng
    ,
    Chunyuan Zheng
    ,
    Xiao-Hua Zhou
  3. Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function
    SIGIR 2026 ·
    Xiang Li
    ,
    Yanghao Xiao
    ,
    Chunyuan Zheng
    ,
    Qian Zou
    ,
    Cheng Bing
    ,
    Wei Lin
    , Haoxuan Li,
    Zhouchen Lin
  4. Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models
    AAAI 2026 ·
    Aofan Liu
    , Haoxuan Li,
    Hongjian Xing
    ,
    Yuguo Yin
    ,
    Zijun Li
    ,
    Yiyan Qi
  5. Text Embedding as Treatment: A Meta Causal Approach for Robust Sentiment Classification
    ACL 2026 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    ,
    Xiang Li
    , Haoxuan Li,
    Wen-li Wang
    ,
    Jinkun Chen
    ,
    Mingming Gong
    ,
    Kun Zhang
  6. TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
    AAAI 2026 ·
    Honglei Zhang
    ,
    Zhiwei Li
    , Haoxuan Li,
    Xin Zhou
    ,
    Jie Zhang
    ,
    Yidong Li
  7. Uplift Modeling with Delayed Feedback: Identifiability and Algorithms
    AAAI 2026 ·
    Chunyuan Zheng
    ,
    Anpeng Wu
    ,
    Chuan Zhou
    ,
    Taojun Hu
    ,
    Qingying Chen
    ,
    Hongyi Liu
    ,
    Chenxi Li
    ,
    Huiyou Jiang
    , Haoxuan Li,
    Zhouchen Lin
  8. User Activity Modeling under Inflated Distribution
    SIGIR 2026 ·
    Xiang Li
    ,
    Zhao-Yu Zhang
    ,
    Chunyuan Zheng
    ,
    Qingying Chen
    ,
    Huiyou Jiang
    , Haoxuan Li,
    Zhouchen Lin
  9. A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding
    SIGKDD 2025 ·
    Chuan Zhou
    ,
    Yaxuan Li
    ,
    Chunyuan Zheng
    ,
    Haiteng Zhang
    ,
    Min Zhang
    , Haoxuan Li,
    Mingming Gong
  10. Active Treatment Effect Estimation via Limited Samples
    ICML 2025 ·
    Zhiheng Zhang
    ,
    Haoxiang Wang
    , Haoxuan Li,
    Zhouchen Lin
  11. Adaptive Structure Learning with Partial Parameter Sharing for Post-Click Conversion Rate Prediction
    SIGIR 2025 ·
    Chunyuan Zheng
    ,
    Hang Pan
    ,
    Yang Zhang
    , Haoxuan Li
  12. Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification
    NeurIPS 2025 ·
    Xinpeng Lv
    ,
    Yunxin Mao
    , Haoxuan Li,
    Ke Liang
    ,
    Jinxuan Yang
    ,
    Wanrong Huang
    ,
    Haoang Chi
    ,
    Huan Chen
    ,
    Long Lan
    ,
    Yuanlong Chen
    ,
    Wenjing Yang
    ,
    Haotian Wang
  13. CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding
    WWW 2025 ·
    Huayi Yang
    ,
    Chunyuan Zheng
    ,
    Guorui Liao
    ,
    Shanshan Huang
    ,
    Jun Liao
    ,
    Zhili Gong
    , Haoxuan Li,
    Li Liu
  14. Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
    NeurIPS 2025 ·
    Xiangning Yu
    ,
    Zhuohan Wang
    ,
    Linyi Yang
    , Haoxuan Li,
    Anjie Liu
    ,
    Xiao Xue
    ,
    Jun Wang
    ,
    Mengyue Yang
  15. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    NAACL 2025 ·
    Lei Wang
    ,
    Jianxun Lian
    ,
    Yi Huang
    ,
    Yanqi Dai
    , Haoxuan Li,
    Xu Chen
    ,
    Xing Xie
    ,
    Ji-Rong Wen
  16. Classifying Treatment Responders: Bounds and Algorithms
    SIGKDD 2025 ·
    Anpeng Wu
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Kun Kuang
    ,
    Kun Zhang
  17. Counterfactual Implicit Feedback Modeling
    NeurIPS 2025 ·
    Chuan Zhou
    ,
    Lina Yao
    , Haoxuan Li,
    Mingming Gong
  18. Curious Causality-Seeking Agents in Open-ended Worlds
    NeurIPS 2025 ·
    Zhiyu Zhao
    , Haoxuan Li,
    Haifeng Zhang
    ,
    Jun Wang
    ,
    Francesco Faccio
    ,
    Jürgen Schmidhuber
    ,
    Mengyue Yang
  19. Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
    NeurIPS 2025 ·
    Danni Yang
    ,
    Zhikang Chen
    ,
    Sen Cui
    ,
    Mengyue Yang
    ,
    Ding Li
    ,
    Abudukelimu Wuerkaixi
    , Haoxuan Li,
    Jinke Ren
    ,
    Mingming Gong
  20. Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
    AAAI 2025 ·
    Haoyu Xie
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Haonan Yuan
    ,
    Guorui Liao
    ,
    Jun Liao
    ,
    Li Liu
  21. 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
  22. Empowering LLMs with Logical Reasoning: A Comprehensive Survey
    IJCAI 2025 ·
    Fengxiang Cheng
    , Haoxuan Li,
    Fenrong Liu
    ,
    Robert van Rooij
    ,
    Kun Zhang
    ,
    Zhouchen Lin
  23. Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness
    ICML 2025 · Haoxuan Li,
    Zeyu Tang
    ,
    Zhichao Jiang
    ,
    Zhuangyan Fang
    ,
    Yue Liu
    ,
    Zhi Geng
    ,
    Kun Zhang
  24. FreDF: Learning to Forecast in the Frequency Domain
    ICLR 2025 ·
    Hao Wang
    ,
    Lichen Pan
    ,
    Yuan Shen
    ,
    Zhichao Chen
    ,
    Degui Yang
    ,
    Yifei Yang
    ,
    Sen Zhang
    ,
    Xinggao Liu
    , Haoxuan Li,
    Dacheng Tao
  25. HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units
    AAAI 2025 ·
    Guorui Liao
    ,
    Chunyuan Zheng
    ,
    Li Cheng
    ,
    Haoyu Xie
    ,
    Shanshan Huang
    ,
    Jun Liao
    , Haoxuan Li,
    Li Liu
  26. Iterative Missing Data Imputation with Model Form Adaptation and Non-Missing Feature Supervision
    NeurIPS 2025 ·
    Hao Wang
    ,
    Zhengnan Li
    ,
    Zhichao Chen
    ,
    Xu Chen
    ,
    Shuting He
    ,
    Guangyi Liu
    , Haoxuan Li,
    Zhouchen Lin
  27. Large Language Models are Demonstration Pre-Selectors for Themselves
    ICML 2025 ·
    Jiarui Jin
    ,
    Yuwei Wu
    , Haoxuan Li,
    Xiaoting He
    ,
    Weinan Zhang
    ,
    Yiming Yang
    ,
    Yong Yu
    ,
    Jun Wang
    ,
    Mengyue Yang
  28. Learning Counterfactual Outcomes Under Rank Preservation
    NeurIPS 2025 ·
    Peng Wu
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Yan Zeng
    ,
    Jiawei Chen
    ,
    Yang Liu
    ,
    Ruocheng Guo
    ,
    Kun Zhang
  29. Learning without Isolation: Pathway Protection for Continual Learning
    ICML 2025 ·
    Zhikang Chen
    ,
    Abudukelimu Wuerkaixi
    ,
    Sen Cui
    , Haoxuan Li,
    Ding Li
    ,
    Jingfeng Zhang
    ,
    Bo Han
    ,
    Gang Niu
    ,
    Houfang Liu
    ,
    Yi Yang
    ,
    Sifan Yang
    ,
    Changshui Zhang
    ,
    Tianling Ren
  30. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    NeurIPS 2025 ·
    Yang Shi
    ,
    Huanqian Wang
    ,
    Wulin Xie
    ,
    Huanyao Zhang
    ,
    Lijie Zhao
    ,
    Yifan Zhang
    ,
    Xinfeng Li
    ,
    Chaoyou Fu
    ,
    Zhuoer Wen
    ,
    Wenting Liu
    ,
    Zhuoran Zhang
    ,
    Xinlong Chen
    ,
    Bohan Zeng
    ,
    Sihan Yang
    ,
    Yushuo Guan
    ,
    Zhang Zhang
    ,
    Liang Wang
    , Haoxuan Li,
    Zhouchen Lin
    ,
    Yuanxing Zhang
    ,
    Pengfei Wan
    ,
    Haotian Wang
    ,
    Wenjing Yang
  31. Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples Augmentation
    SIGKDD 2025 ·
    Lei Wang
    ,
    Shanshan Huang
    ,
    Chunyuan Zheng
    ,
    Jun Liao
    ,
    Xiaofei Zhu
    , Haoxuan Li,
    Li Liu
  32. Mitigating Spurious Correlations via Counterfactual Contrastive Learning
    EMNLP 2025 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    ,
    Xiang Li
    ,
    Alina Leidinger
    , Haoxuan Li,
    Mingming Gong
    ,
    Fenrong Liu
    ,
    Robert van Rooij
  33. OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
    NeurIPS 2025 ·
    Wenzhen Yue
    ,
    Yong Liu
    ,
    Hao Wang
    , Haoxuan Li,
    Xianghua Ying
    ,
    Ruohao Guo
    ,
    Bowei Xing
    ,
    Ji Shi
  34. Optimal Transport for Time Series Imputation
    ICLR 2025 ·
    Hao Wang
    ,
    Zhengnan Li
    , Haoxuan Li,
    Xu Chen
    ,
    Mingming Gong
    ,
    BinChen
    ,
    Zhichao Chen
  35. Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect Estimation
    SIGKDD 2025 ·
    Hao Wang
    ,
    Zhichao Chen
    ,
    Zhaoran Liu
    ,
    Xu Chen
    , Haoxuan Li,
    Zhouchen Lin
  36. Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
    NeurIPS 2025 ·
    Tianjun Yao
    , Haoxuan Li,
    Yongqiang Chen
    ,
    Tongliang Liu
    ,
    Le Song
    ,
    Eric P. Xing
    ,
    Zhiqiang Shen
  37. Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction
    CVPR 2025 ·
    Shanshan Huang
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Mingyuan Ge
    ,
    Wei Gao
    ,
    Lei Wang
    ,
    Li Liu
  38. Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
    NeurIPS 2025 ·
    Hao Wang
    ,
    Pan Li
    ,
    Zhichao Chen
    ,
    Xu Chen
    ,
    Qingyang Dai
    ,
    Lei Wang
    , Haoxuan Li,
    Zhouchen Lin
  39. Towards Accurate Time Series Forecasting via Implicit Decoding
    NeurIPS 2025 ·
    Xinyu Li
    ,
    Yuchen Luo
    ,
    Hao Wang
    , Haoxuan Li,
    Liuhua Peng
    ,
    Feng Liu
    ,
    Yandong Guo
    ,
    Kun Zhang
    ,
    Mingming Gong
  40. Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
    ICML 2025 ·
    Hao Wang
    ,
    Zhichao Chen
    ,
    Haotian Wang
    ,
    Yanchao Tan
    ,
    Pan Li
    ,
    Tianqiao Liu
    ,
    Xu Chen
    , Haoxuan Li,
    Zhouchen Lin
  41. Unveiling Extraneous Sampling Bias with Data Missing-Not-At-Random
    NeurIPS 2025 ·
    Chunyuan Zheng
    ,
    Haocheng Yang
    , Haoxuan Li,
    Mengyue Yang
  42. Visual Representation Learning through Causal Intervention for Controllable Image Editing
    CVPR 2025 ·
    Shanshan Huang
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Lei Wang
    ,
    Guorui Liao
    ,
    Zhili Gong
    ,
    Huayi Yang
    ,
    Li Liu
  43. A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
    ICML 2024 ·
    Baohong Li
    , Haoxuan Li,
    Anpeng Wu
    ,
    Minqin Zhu
    ,
    Shiyuan Peng
    ,
    Qingyu Cao
    ,
    Kun Kuang
  44. Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
    ICLR 2024 · Haoxuan Li,
    Chunyuan Zheng
    ,
    Sihao Ding
    ,
    Peng Wu
    ,
    Zhi Geng
    ,
    Fuli Feng
    ,
    Xiangnan He
  45. Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
    AAAI 2024 ·
    Minqin Zhu
    ,
    Anpeng Wu
    , Haoxuan Li,
    Ruoxuan Xiong
    ,
    Bo Li
    ,
    Xiaoqing Yang
    ,
    Xuan Qin
    ,
    Peng Zhen
    ,
    Jiecheng Guo
    ,
    Fei Wu
    ,
    Kun Kuang
  46. Debiased Collaborative Filtering with Kernel-Based Causal Balancing
    ICLR 2024 · Haoxuan Li,
    Chunyuan Zheng
    ,
    Yanghao Xiao
    ,
    Peng Wu
    ,
    Zhi Geng
    ,
    Xu Chen
    ,
    Peng Cui
  47. Debiased Recommendation with Noisy Feedback
    SIGKDD 2024 · Haoxuan Li,
    Chunyuan Zheng
    ,
    Wenjie Wang
    ,
    Hao Wang
    ,
    Fuli Feng
    ,
    Xiao-Hua Zhou
  48. Learning Causal Relations from Subsampled Time Series with Two Time-Slices
    ICML 2024 ·
    Anpeng Wu
    , Haoxuan Li,
    Kun Kuang
    ,
    Keli Zhang
    ,
    Fei Wu
  49. Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
    ICML 2024 ·
    Baohong Li
    , Haoxuan Li,
    Ruoxuan Xiong
    ,
    Anpeng Wu
    ,
    Fei Wu
    ,
    Kun Kuang
  50. MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
    ICLR 2024 ·
    Min Zhang
    , Haoxuan Li,
    Fei Wu
    ,
    Kun Kuang
  51. Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
    NeurIPS 2024 ·
    Zhikang Chen
    ,
    Min Zhang
    ,
    Sen Cui
    , Haoxuan Li,
    Gang Niu
    ,
    Mingming Gong
    ,
    Changshui Zhang
    ,
    Kun Zhang
  52. On the Maximal Local Disparity of Fairness-Aware Classifiers
    ICML 2024 ·
    Jinqiu Jin
    , Haoxuan Li,
    Fuli Feng
  53. Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering
    ICML 2024 · Haoxuan Li,
    Chunyuan Zheng
    ,
    Shuyi Wang
    ,
    Kunhan Wu
    ,
    Eric Hao Wang
    ,
    Peng Wu
    ,
    Zhi Geng
    ,
    Xu Chen
    ,
    Xiao-Hua Zhou
  54. Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
    NeurIPS 2024 ·
    Zhichao Chen
    , Haoxuan Li,
    Fangyikang Wang
    ,
    Odin Zhang
    ,
    Hu Xu
    ,
    Xiaoyu Jiang
    ,
    Zhihuan Song
    ,
    Hao Wang
  55. Towards Understanding Extrapolation: a Causal Lens
    NeurIPS 2024 ·
    Lingjing Kong
    ,
    Guangyi Chen
    ,
    Petar Stojanov
    , Haoxuan Li,
    Eric P. Xing
    ,
    Kun Zhang
  56. Uncovering the Propensity Identification Problem in Debiased Recommendations
    ICDE 2024 ·
    Honglei Zhang
    ,
    Shuyi Wang
    , Haoxuan Li,
    Chunyuan Zheng
    ,
    Xu Chen
    ,
    Li Liu
    ,
    Shanshan Luo
    ,
    Peng Wu
  57. 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