| 2025 | Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation. | Yang Wu, Yifan Zhang, Yurong Wu, Yuran Wang, Junkai Zhang, Jian Cheng |
| 2025 | ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. | Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, Dezhi Yu, Wei Xu |
| 2025 | From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations. | Shenghan Wu, Yimo Zhu, Wynne Hsu, Mong-Li Lee, Yang Deng |
| 2025 | Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback. | Yisha Wu, Cen Mia Zhao, Yuanpei Cao, Xiaoqing Xu, Yashar Mehdad, Mindy Ji, Claire Na Cheng |
| 2025 | Thought calibration: Efficient and confident test-time scaling. | Menghua Wu, Cai Zhou, Stephen Bates, Tommi S. Jaakkola |
| 2025 | MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction. | Yuyang Wu, Jinhui Ye, Shuhao Zhang, Lu Dai, Yonatan Bisk, Olexandr Isayev |
| 2025 | Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. | Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason E. Weston, Sainbayar Sukhbaatar |
| 2025 | reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. | Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad |
| 2025 | Meta-Semantics Augmented Few-Shot Relational Learning. | Han Wu, Jie Yin |
| 2025 | Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking. | Yuhang Wu, Yu-Jie Xiong, Hao Zhang, Jia-Chen Zhang, Zheng Zhou |
| 2025 | DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic. | Yuheng Wu, Jianwen Xie, Denghui Zhang, Zhaozhuo Xu |
| 2025 | Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent. | Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley |
| 2025 | Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models. | Weiyi Wu, Xinwen Xu, Chongyang Gao, Xingjian Diao, Siting Li, Lucas A. Salas, Jiang Gui |
| 2025 | Automating Steering for Safe Multimodal Large Language Models. | Lyucheng Wu, Mengru Wang, Ziwen Xu, Tri Cao, Nay Oo, Bryan Hooi, Shumin Deng |
| 2025 | Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts. | Xuyang Wu, Yuan Wang, Hsin-Tai Wu, Zhiqiang Tao, Yi Fang |
| 2025 | Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection. | Yang Wu, Ruijia Wang, Jie Wu |
| 2025 | KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model. | Shun Wu, Di Wu, Wangtao Sun, Ziyang Huang, Xiaowei Yuan, Kun Luo, Xueyou Zhang, Shizhu He, Jun Zhao, Kang Liu |
| 2025 | The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions. | Sophie Wu, Jan Philip Wahle, Saif M. Mohammad |
| 2025 | Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training. | Linjuan Wu, Haoran Wei, Huan Lin, Tianhao Li, Baosong Yang, Fei Huang, Weiming Lu |
| 2025 | MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds. | Junxi Wu, Jinpeng Wang, Zheng Liu, Bin Chen, Dongjian Hu, Hao Wu, Shu-Tao Xia |
| 2025 | Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics. | Ling-I Wu, Weijie Wu, Minyu Chen, Jianxin Xue, Guoqiang Li |
| 2025 | Continual Learning of Large Language Models. | Tongtong Wu, Thuy-Trang Vu, Linhao Luo, Gholamreza Haffari |
| 2025 | Parallel Continuous Chain-of-Thought with Jacobi Iteration. | Haoyi Wu, Zhihao Teng, Kewei Tu |
| 2025 | MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval. | Xixi Wu, Yanchao Tan, Nan Hou, Ruiyang Zhang, Hong Cheng |
| 2025 | The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas. | Ya Wu, Qiang Sheng, Danding Wang, Guang Yang, Yifan Sun, Zhengjia Wang, Yuyan Bu, Juan Cao |