| 2025 | Disentangled Information Bottleneck for Adversarial Text Defense. | Yidan Xu, Xinghao Yang, Wei Liu, Bao-di Liu, Weifeng Liu |
| 2025 | SSA: Semantic Contamination of LLM-Driven Fake News Detection. | Cheng Xu, Nan Yan, Shuhao Guan, Yuke Mei, M. Tahar Kechadi |
| 2025 | DCR: Quantifying Data Contamination in LLMs Evaluation. | Cheng Xu, Nan Yan, Shuhao Guan, Changhong Jin, Yuke Mei, Yibing Guo, M. Tahar Kechadi |
| 2025 | Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages. | Yuemei Xu, Kexin Xu, Jian Zhou, Ling Hu, Lin Gui |
| 2025 | PreGenie: An Agentic Framework for High-quality Visual Presentation Generation. | Xiaojie Xu, Xinli Xu, Sirui Chen, Haoyu Chen, Fan Zhang, Ying-Cong Chen |
| 2025 | Alignment for Efficient Tool Calling of Large Language Models. | Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Shuai Fan, Lu Chen, Kai Yu |
| 2025 | Self-Ensemble: Mitigating Confidence Distortion for Large Language Models. | Zicheng Xu, Guanchu Wang, Guangyao Zheng, Yu-Neng Chuang, Alex Szalay, Xia Hu, Vladimir Braverman |
| 2025 | EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. | Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang |
| 2025 | Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents. | Rui Xu, Mingyu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu |
| 2025 | Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama. | Tianyang Xu, Hongqiu Wu, Weiqi Wu, Hai Zhao |
| 2025 | SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs. | Xiaotong Xu, Yizhao Wang, Yunfei Liu, Shengyang Li |
| 2025 | Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? | Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao |
| 2025 | CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China. | Guixian Xu, Zeli Su, Ziyin Zhang, Jianing Liu, Xu Han, Ting Zhang, Yushuang Dong |
| 2025 | Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings. | Liyan Xu, Zhenlin Su, Mo Yu, Jiangnan Li, Fandong Meng, Jie Zhou |
| 2025 | Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus. | Yangyifan Xu, Shuo Ren, Jiajun Zhang |
| 2025 | Retrieval-augmented GUI Agents with Generative Guidelines. | Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu |
| 2025 | SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements. | Heng-Da Xu, Xian-Ling Mao, Fanshu Sun, Tian-Yi Che, Cheng-Xin Xin, Heyan Huang |
| 2025 | Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning. | Justin Xu, Yiming Li, Zizheng Zhang, Augustine Yui Hei Luk, Mayank Jobanputra, Samarth Oza, Ashley Murray, Meghana Reddy Kasula, Andrew Parker, David W. Eyre |
| 2025 | Structure Trumps Size: Rethinking Data Quality for LLM Reasoning. | Hu Xu, Zeyan Li, Rui Wang, Jianfeng Xu |
| 2025 | From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation. | Huan Xu, Zequn Li, Wen Tang, Jian Jun Zhang |
| 2025 | Can Large Language Models Be Good Language Teachers? | LiQing Xu, Qiwei Li, Tianshuo Peng, Zuchao Li, Hai Zhao, Ping Wang |
| 2025 | CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs. | Qi Xu, Qian Liu, Hao Fei, Hang Yu, Shuhao Guan, Xiao Wei |
| 2025 | ProCut: LLM Prompt Compression via Attribution Estimation. | Zhentao Xu, Fengyi Li, Albert C. Chen, Xiaofeng Wang |
| 2025 | Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index. | Hao Xu, Jiacheng Liu, Yejin Choi, Noah A. Smith, Hannaneh Hajishirzi |
| 2025 | fLSA: Learning Semantic Structures in Document Collections Using Foundation Models. | Weijia Xu, Nebojsa Jojic, Nicolas Le Roux |