| 2025 | Model-based Large Language Model Customization as Service. | Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang |
| 2025 | HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education. | Qian Wu, Zheyao Gao, Longfei Gou, Yifan Hou, Ann Sin Nga Lau, Qi Dou |
| 2025 | Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA. | Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao |
| 2025 | SHARP: Steering Hallucination in LVLMs via Representation Engineering. | Junfei Wu, Yue Ding, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan |
| 2025 | Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework. | Meng-Chen Wu, Si-Chi Chin, Tess Wood, Ayush Goyal, Narayanan Sadagopan |
| 2025 | Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects. | Chengyan Wu, Yiqiang Cai, Yang Liu, Pengxu Zhu, Yun Xue, Ziwei Gong, Julia Hirschberg, Bolei Ma |
| 2025 | SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention. | Jiaqi Wu, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2025 | DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning. | Hang Wu, Hongkai Chen, Yujun Cai, Chang Liu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang |
| 2025 | INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment. | Dekun Wu, Frederik Brudy, Bang Liu, Yi Wang |
| 2025 | Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation. | Di Wu, Seth Aycock, Christof Monz |
| 2025 | A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies. | Xiaobao Wu |
| 2025 | Unstructured Evidence Attribution for Long Context Query Focused Summarization. | Dustin Wright, Zain Muhammad Mujahid, Lu Wang, Isabelle Augenstein, David Jurgens |
| 2025 | Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition-Informed Approach to Quantifying Identity Fusion from Text. | Devin R. Wright, Jisun An, Yong-Yeol Ahn |
| 2025 | Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech. | Tony Woo, Sehun Lee, Kang-Wook Kim, Gunhee Kim |
| 2025 | End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models. | Hyun-Sik Won, Dongjin Jeong, Hyunkyu Choi, Jinwon Kim |
| 2025 | PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech. | Michel Wong, Ali Alshehri, Sophia Kao, Haotian He |
| 2025 | Defending against Indirect Prompt Injection by Instruction Detection. | Tongyu Wen, Chenglong Wang, Xiyuan Yang, Haoyu Tang, Yueqi Xie, Lingjuan Lyu, Zhicheng Dou, Fangzhao Wu |
| 2025 | Stop Looking for "Important Tokens" in Multimodal Language Models: Duplication Matters More. | Zichen Wen, Yifeng Gao, Shaobo Wang, Junyuan Zhang, Qintong Zhang, Weijia Li, Conghui He, Linfeng Zhang |
| 2025 | Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward. | Han Weng, Puzhen Wu, Longjie Cui, Yi Zhan, Boyi Liu, Yuanfeng Song, Dun Zeng, Yingxiang Yang, Qianru Zhang, Dong Huang, Xiaoming Yin, Yang Sun, Xing Chen |
| 2025 | Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training. | Fenghua Weng, Jian Lou, Jun Feng, Minlie Huang, Wenjie Wang |
| 2025 | Foot-In-The-Door: A Multi-turn Jailbreak for LLMs. | Zixuan Weng, Xiaolong Jin, Jinyuan Jia, Xiangyu Zhang |
| 2025 | Lock on Target! Precision Unlearning via Directional Control. | Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang |
| 2025 | Logic-Thinker: Teaching Large Language Models to Think more Logically. | Chengyao Wen, Qiang Cheng, Shaofei Wang, Zhizhen Liu, Deng Zhao, Lei Liang |
| 2025 | WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning. | Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li |
| 2025 | ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering. | Jingxuan Wei, Nan Xu, Junnan Zhu, Haoyanni, Gaowei Wu, Qi Chen, Bihui Yu, Lei Wang |