| 2025 | Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization. | Jiulong Wu, Zhengliang Shi, Shuaiqiang Wang, Jizhou Huang, Dawei Yin, Lingyong Yan, Min Cao, Min Zhang |
| 2025 | Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency. | Chuan Wu, Meng Su, Youxuan Fang, Shaolin Zhu |
| 2025 | Natural Context Drift Undermines the Natural Language Understanding of Large Language Models. | Yulong Wu, Viktor Schlegel, Riza Batista-Navarro |
| 2025 | How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages. | Siyang Wu, Zhewei Sun |
| 2025 | TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. | Wei Wu, Zhuoshi Pan, Kun Fu, Chao Wang, Liyi Chen, Yunchu Bai, Tianfu Wang, Zheng Wang, Hui Xiong |
| 2025 | Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning. | Xuyang Wu, Jinming Nian, Ting-Ruen Wei, Zhiqiang Tao, Hsin-Tai Wu, Yi Fang |
| 2025 | Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains. | Yang Wu, Raha Moraffah, Rujing Yao, Jinhong Yu, Zhimin Tao, Xiaozhong Liu |
| 2025 | M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. | ChengYan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank |
| 2025 | Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning. | Yicong Wu, Guangyue Lu, Yuan Zuo, Huarong Zhang, Junjie Wu |
| 2025 | Teaching Your Models to Understand Code via Focal Preference Alignment. | Jie Wu, Haoling Li, Xin Zhang, Xiao Liu, Yangyu Huang, Jianwen Luo, Yizhen Zhang, Zuchao Li, Ruihang Chu, Yujiu Yang, Scarlett Li |
| 2025 | Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models. | Xiaojun Wu, Junxi Liu, Huan-Yi Su, Zhouchi Lin, Yiyan Qi, Chengjin Xu, Jiajun Su, Jiajie Zhong, Fuwei Wang, Saizhuo Wang, Fengrui Hua, Jia Li, Jian Guo |
| 2025 | Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions. | Zirui Wu, Xiao Liu, Jiayi Li, Lingpeng Kong, Yansong Feng |
| 2025 | Convolutional LoRA Aggregation for Unseen Tasks Adaptation. | Xinhao Wu, Jialin Liu, Yutai Duan, Jie Liu |
| 2025 | Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions. | Yaozu Wu, Dongyuan Li, Yankai Chen, Renhe Jiang, Henry Peng Zou, Wei-Chieh Huang, Yangning Li, Liancheng Fang, Zhen Wang, Philip S. Yu |
| 2025 | Rethinking Text-based Protein Understanding: Retrieval or LLM? | Juntong Wu, Zijing Liu, He Cao, Li Hao, Bin Feng, Zishan Shu, Ke Yu, Li Yuan, Yu Li |
| 2025 | RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning. | Aziguli Wulamu, Kaiyuan Gong, Lyu Zhengyu, Yu Han, Zhihong Zhu, Bowen Xing |
| 2025 | Estimating LLM Consistency: A User Baseline vs Surrogate Metrics. | Xiaoyuan Wu, Weiran Lin, Omer Akgul, Lujo Bauer |
| 2025 | Transitive self-consistency evaluation of NLI models without gold labels. | Wei Wu, Mark Last |
| 2025 | Enhancing Chinese Offensive Language Detection with Homophonic Perturbation. | Junqi Wu, Shujie Ji, Kang Zhong, Huiling Peng, Zhendongxiao, Xiongding Liu, Wu Wei |
| 2025 | Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning. | Mingyuan Wu, Jize Jiang, Haozhen Zheng, Meitang Li, Zhaoheng Li, Beitong Tian, Bo Chen, Yongjoo Park, Minjia Zhang, ChengXiang Zhai, Klara Nahrstedt |
| 2025 | The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems. | Zengqing Wu, Takayuki Ito |
| 2025 | Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing. | Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu |
| 2025 | A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making. | Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Yanyuan Qiao, Imran Razzak, Yutong Xie |
| 2025 | Can Large Language Models Tackle Graph Partitioning? | Yiheng Wu, Ningchao Ge, Yanmin Li, Liwei Qian, Mengna Zhu, Haoyu Yang, Haiwen Chen, Jibing Wu |
| 2025 | BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism. | Qinzhuo Wu, Pengzhi Gao, Wei Liu, Jian Luan |