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Junzhe Zhang

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

AAAI ×2NeurIPS ×2ICLR ×1ICML ×1UAI ×1

Frequent coauthors

Elias Bareinboim
×7
Mingxuan Li
×3
Kangrui Ruan
×1
Xuan Di
×1
Alexis Bellot
×1
Shalmali Joshi
×1

Papers

  1. Automatic Reward Shaping from Confounded Offline Data
    ICML 2025 ·
    Mingxuan Li
    , Junzhe Zhang,
    Elias Bareinboim
  2. Causal Eligibility Traces for Confounding Robust Off-Policy Evaluation
    UAI 2025 · Junzhe Zhang,
    Elias Bareinboim
  3. Confounding Robust Deep Reinforcement Learning: A Causal Approach
    NeurIPS 2025 ·
    Mingxuan Li
    , Junzhe Zhang,
    Elias Bareinboim
  4. Causal Imitation for Markov Decision Processes: a Partial Identification Approach
    NeurIPS 2024 ·
    Kangrui Ruan
    , Junzhe Zhang,
    Xuan Di
    ,
    Elias Bareinboim
  5. Causally Aligned Curriculum Learning
    ICLR 2024 ·
    Mingxuan Li
    , Junzhe Zhang,
    Elias Bareinboim
  6. Scores for Learning Discrete Causal Graphs with Unobserved Confounders
    AAAI 2024 ·
    Alexis Bellot
    , Junzhe Zhang,
    Elias Bareinboim
  7. Towards Safe Policy Learning under Partial Identifiability: A Causal Approach
    AAAI 2024 ·
    Shalmali Joshi
    , Junzhe Zhang,
    Elias Bareinboim