Publications

You can also find my articles on my Google Scholar page.

Papers

• KDD’26. Y. Yang, L. Yang, W. Deng, L. Qu, S. Tu, L. Xu. UniRank: End-to-End Domain-Specific Reranking of Hybrid Text-Image Candidates. [pdf][code]
• ICML’26. Y. Yang, L. Yang, W. Deng, L. Qu, F. Feng, B. Huang, S. Tu, L. Xu. Factored Causal Representation Learning for Robust Reward Modeling in RLHF. [pdf][code]
• arxiv. Y. Yang, F. Feng, L. Yang, W. Deng, L. Qu, B. Huang, Shikui Tu, Lei Xu. Hallucination-Resistant Relation Extraction via Dependency-Aware Sentence Simplification and Two-tiered Hierarchical Refinement. [pdf][code]
• ICLR’25. Y. Yang, B. Huang, F. Feng, X. Wang, S. Tu, L. Xu. Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations. [pdf][code]
• IJCAI’24, Oral. Y. Yang, B. Huang, S. Tu, L. Xu. Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge. [pdf][code]
• ICIST’21. Y. Yang, Y. Song, S. Yang. Distributed Constrained Online Optimization with Noisy Communication. [pdf]