PPaperPicks

Wenwen Qiang

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

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Venues

AAAI ×6ICML ×3NeurIPS ×2ACM MM ×1ICLR ×1IJCAI ×1WWW ×1

Frequent coauthors

Changwen Zheng
×12
Zeen Song
×7
Jingyao Wang
×7
Jiangmeng Li
×7
Huijie Guo
×4
Jianqi Zhang
×3
Siyu Zhao
×3
Hui Xiong
×3
Fuchun Sun
×3
Chuxiong Sun
×2
Xingyu Zhang
×2
Yifan Jin
×2

Papers

  1. Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction
    AAAI 2026 ·
    Ruike Song
    ,
    Zeen Song
    ,
    Huijie Guo
    , Wenwen Qiang
  2. Enhancing Large Language Models for Time-Series Forecasting via Vector-Injected In-Context Learning
    WWW 2026 ·
    Jianqi Zhang
    ,
    Jingyao Wang
    , Wenwen Qiang,
    Fanjiang Xu
    ,
    Changwen Zheng
  3. Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration
    AAAI 2026 ·
    Huijie Guo
    ,
    Jingyao Wang
    ,
    Peizheng Guo
    ,
    Xingchen Shen
    ,
    Changwen Zheng
    , Wenwen Qiang
  4. Group Causal Policy Optimization for Post-Training Large Language Models
    AAAI 2026 ·
    Ziyin Gu
    ,
    Jingyao Wang
    ,
    Ran Zuo
    ,
    Chuxiong Sun
    ,
    Zeen Song
    ,
    Changwen Zheng
    , Wenwen Qiang
  5. TMAE: Learning Targeted Multi-Agent Exploration via Causal Inference
    AAAI 2026 ·
    Chuxiong Sun
    ,
    Dunqi Yao
    ,
    Rui Wang
    , Wenwen Qiang,
    Changwen Zheng
    ,
    Jiangmeng Li
  6. Learning Invariant Causal Mechanism from Vision-Language Models
    ICML 2025 ·
    Zeen Song
    ,
    Siyu Zhao
    ,
    Xingyu Zhang
    ,
    Jiangmeng Li
    ,
    Changwen Zheng
    , Wenwen Qiang
  7. Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
    NeurIPS 2025 ·
    Jingyao Wang
    , Wenwen Qiang,
    Zeen Song
    ,
    Changwen Zheng
    ,
    Hui Xiong
  8. On the Out-of-Distribution Generalization of Self-Supervised Learning
    ICML 2025 · Wenwen Qiang,
    Jingyao Wang
    ,
    Zeen Song
    ,
    Jiangmeng Li
    ,
    Changwen Zheng
  9. Towards the Causal Complete Cause of Multi-Modal Representation Learning
    ICML 2025 ·
    Jingyao Wang
    ,
    Siyu Zhao
    , Wenwen Qiang,
    Jiangmeng Li
    ,
    Changwen Zheng
    ,
    Fuchun Sun
    ,
    Hui Xiong
  10. BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
    ICLR 2024 ·
    Jiangmeng Li
    ,
    Fei Song
    ,
    Yifan Jin
    , Wenwen Qiang,
    Changwen Zheng
    ,
    Fuchun Sun
    ,
    Hui Xiong
  11. Hacking Task Confounder in Meta-Learning
    IJCAI 2024 ·
    Jingyao Wang
    ,
    Yi Ren
    ,
    Zeen Song
    ,
    Jianqi Zhang
    ,
    Changwen Zheng
    , Wenwen Qiang
  12. Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning
    AAAI 2024 ·
    Jiangmeng Li
    ,
    Yifan Jin
    ,
    Hang Gao
    , Wenwen Qiang,
    Changwen Zheng
    ,
    Fuchun Sun
  13. Not All Frequencies Are Created Equal: Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting
    ACM MM 2024 ·
    Xingyu Zhang
    ,
    Siyu Zhao
    ,
    Zeen Song
    ,
    Huijie Guo
    ,
    Jianqi Zhang
    ,
    Changwen Zheng
    , Wenwen Qiang
  14. Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
    NeurIPS 2024 ·
    Yanan Zhang
    ,
    Jiangmeng Li
    ,
    Lixiang Liu
    , Wenwen Qiang
  15. Self-Supervised Representation Learning with Meta Comprehensive Regularization
    AAAI 2024 ·
    Huijie Guo
    ,
    Ying Ba
    ,
    Jie Hu
    ,
    Lingyu Si
    , Wenwen Qiang,
    Lei Shi