PPaperPicks

Wenwen Qiang

15 papers at tracked venues · 14 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction
  2. Enhancing Large Language Models for Time-Series Forecasting via Vector-Injected In-Context Learning
  3. Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration
  4. Group Causal Policy Optimization for Post-Training Large Language Models
  5. TMAE: Learning Targeted Multi-Agent Exploration via Causal Inference
  6. Learning Invariant Causal Mechanism from Vision-Language Models
  7. Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
  8. On the Out-of-Distribution Generalization of Self-Supervised Learning
    ICML 2025 · Wenwen Qiang
  9. Towards the Causal Complete Cause of Multi-Modal Representation Learning
  10. BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
  11. Hacking Task Confounder in Meta-Learning
  12. Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning
  13. Not All Frequencies Are Created Equal: Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting
  14. Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
  15. Self-Supervised Representation Learning with Meta Comprehensive Regularization