PPaperPicks

Zijian Li

Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

21 papers at tracked venues · 18 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-3964-3789 ↗

Venues

NeurIPS ×7ICLR ×5ICML ×3IJCAI ×3AAAI ×2WWW ×1

Frequent coauthors

Kun Zhang
×14
Ruichu Cai
×13
Guangyi Chen
×10
Zhifeng Hao
×8
Yujia Zheng
×6
Yifan Shen
×4
Zhengming Chen
×3
Kaitao Zheng
×3
Xiangchen Song
×3
Weilin Chen
×3
Jie Qiao
×3
Ignavier Ng
×2

Papers

  1. A General Representation-Based Approach to Multi-Source Domain Adaptation
    ICML 2025 ·
    Ignavier Ng
    ,
    Yan Li
    , Zijian Li,
    Yujia Zheng
    ,
    Guangyi Chen
    ,
    Kun Zhang
  2. Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
    ICLR 2025 ·
    Anpeng Wu
    ,
    Haiyi Qiu
    ,
    Zhengming Chen
    , Zijian Li,
    Ruoxuan Xiong
    ,
    Fei Wu
    ,
    Kun Zhang
  3. Causal Representation Learning from Multimodal Biomedical Observations
    ICLR 2025 ·
    Yuewen Sun
    ,
    Lingjing Kong
    ,
    Guangyi Chen
    ,
    Loka Li
    ,
    Gongxu Luo
    , Zijian Li,
    Yixuan Zhang
    ,
    Yujia Zheng
    ,
    Mengyue Yang
    ,
    Petar Stojanov
    ,
    Eran Segal
    ,
    Eric P. Xing
    ,
    Kun Zhang
  4. Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
    IJCAI 2025 ·
    Ruichu Cai
    ,
    Kaitao Zheng
    ,
    Junxian Huang
    , Zijian Li,
    Zhengming Chen
    ,
    Boyan Xu
    ,
    Zhifeng Hao
  5. CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
    NeurIPS 2025 ·
    Guangyi Chen
    ,
    Yunlong Deng
    ,
    Peiyuan Zhu
    ,
    Yan Li
    ,
    Yifan Shen
    , Zijian Li,
    Kun Zhang
  6. Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting
    AAAI 2025 ·
    Ruichu Cai
    ,
    Haiqin Huang
    ,
    Zhifan Jiang
    , Zijian Li,
    Changze Zhou
    ,
    Yuequn Liu
    ,
    Yuming Liu
    ,
    Zhifeng Hao
  7. LLM Interpretability with Identifiable Temporal-Instantaneous Representation
    NeurIPS 2025 ·
    Xiangchen Song
    ,
    Jiaqi Sun
    , Zijian Li,
    Yujia Zheng
    ,
    Kun Zhang
  8. Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals
    WWW 2025 ·
    Ruichu Cai
    ,
    Zhifan Jiang
    ,
    Kaitao Zheng
    , Zijian Li,
    Weilin Chen
    ,
    Xuexin Chen
    ,
    Yifan Shen
    ,
    Guangyi Chen
    ,
    Zhifeng Hao
    ,
    Kun Zhang
  9. Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning
    IJCAI 2025 ·
    Ruichu Cai
    ,
    Junjie Wan
    ,
    Weilin Chen
    ,
    Zeqin Yang
    , Zijian Li,
    Peng Zhen
    ,
    Jiecheng Guo
  10. On the Identification of Temporal Causal Representation with Instantaneous Dependence
    ICLR 2025 · Zijian Li,
    Yifan Shen
    ,
    Kaitao Zheng
    ,
    Ruichu Cai
    ,
    Xiangchen Song
    ,
    Mingming Gong
    ,
    Guangyi Chen
    ,
    Kun Zhang
  11. Online Time Series Forecasting with Theoretical Guarantees
    NeurIPS 2025 · Zijian Li,
    Changze Zhou
    ,
    Minghao Fu
    ,
    Sanjay Manjunath
    ,
    Fan Feng
    ,
    Guangyi Chen
    ,
    Yingyao Hu
    ,
    Ruichu Cai
    ,
    Kun Zhang
  12. Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
    ICLR 2025 · Zijian Li,
    Shunxing Fan
    ,
    Yujia Zheng
    ,
    Ignavier Ng
    ,
    Shaoan Xie
    ,
    Guangyi Chen
    ,
    Xinshuai Dong
    ,
    Ruichu Cai
    ,
    Kun Zhang
  13. Thought Communication in Multiagent Collaboration
    NeurIPS 2025 ·
    Yujia Zheng
    ,
    Zhuokai Zhao
    , Zijian Li,
    Yaqi Xie
    ,
    Mingze Gao
    ,
    Lizhu Zhang
    ,
    Kun Zhang
  14. Towards Identifiability of Hierarchical Temporal Causal Representation Learning
    NeurIPS 2025 · Zijian Li,
    Minghao Fu
    ,
    Junxian Huang
    ,
    Yifan Shen
    ,
    Ruichu Cai
    ,
    Yuewen Sun
    ,
    Guangyi Chen
    ,
    Kun Zhang
  15. Causal Temporal Representation Learning with Nonstationary Sparse Transition
    NeurIPS 2024 ·
    Xiangchen Song
    , Zijian Li,
    Guangyi Chen
    ,
    Yujia Zheng
    ,
    Yewen Fan
    ,
    Xinshuai Dong
    ,
    Kun Zhang
  16. Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
    ICML 2024 ·
    Weilin Chen
    ,
    Ruichu Cai
    ,
    Zeqin Yang
    ,
    Jie Qiao
    ,
    Yuguang Yan
    , Zijian Li,
    Zhifeng Hao
  17. Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
    ICML 2024 ·
    Xuexin Chen
    ,
    Ruichu Cai
    ,
    Zhengting Huang
    ,
    Yuxuan Zhu
    ,
    Julien Horwood
    ,
    Zhifeng Hao
    , Zijian Li,
    José Miguel Hernández-Lobato
  18. Individual Causal Structure Learning from Population Data
    IJCAI 2024 ·
    Wei Chen
    ,
    Xiaokai Huang
    , Zijian Li,
    Ruichu Cai
    ,
    Zhiyi Huang
    ,
    Zhifeng Hao
  19. LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer
    ICLR 2024 ·
    Guangyi Chen
    ,
    Yuke Li
    ,
    Xiao Liu
    , Zijian Li,
    Eman Al Suradi
    ,
    Donglai Wei
    ,
    Kun Zhang
  20. Learning Discrete Latent Variable Structures with Tensor Rank Conditions
    NeurIPS 2024 ·
    Zhengming Chen
    ,
    Ruichu Cai
    ,
    Feng Xie
    ,
    Jie Qiao
    ,
    Anpeng Wu
    , Zijian Li,
    Zhifeng Hao
    ,
    Kun Zhang
  21. TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences
    AAAI 2024 ·
    Yuequn Liu
    ,
    Ruichu Cai
    ,
    Wei Chen
    ,
    Jie Qiao
    ,
    Yuguang Yan
    , Zijian Li,
    Keli Zhang
    ,
    Zhifeng Hao