| 2025 | Chameleon LLMs: User Personas Influence Chatbot Personality Shifts. | Jane Xing, Tianyi Niu, Shashank Srivastava |
| 2025 | Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization. | Shuo Xing, Peiran Li, Yuping Wang, Ruizheng Bai, Yueqi Wang, Chan-Wei Hu, Chengxuan Qian, Huaxiu Yao, Zhengzhong Tu |
| 2025 | MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction. | Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Shu-Yu Guo, Hai-Tao Zheng, Wenhao Jiang, Ying Shen |
| 2025 | Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning. | Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri |
| 2025 | Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding. | Hangdi Xing, Feiyu Gao, Qi Zheng, Zhaoqing Zhu, Zirui Shao, Ming Yan |
| 2025 | SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity. | Xiangyu Xi, Deyang Kong, Jian Yang, Jiawei Yang, Zhengyu Chen, Wei Wang, Jingang Wang, Xunliang Cai, Shikun Zhang, Wei Ye |
| 2025 | DroidCall: A Dataset for LLM-powered Android Intent Invocation. | Weikai Xie, Li Zhang, Shihe Wang, Rongjie Yi, Mengwei Xu |
| 2025 | Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly. | Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le, Zhaozhuo Xu, Jianwen Xie, Zirui Liu |
| 2025 | Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction. | Yuanbo Xie, Yingjie Zhang, Tianyun Liu, Duohe Ma, Tingwen Liu |
| 2025 | Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models. | Guangyu Xie, Yice Zhang, Jianzhu Bao, Qianlong Wang, Yang Sun, Bingbing Wang, Ruifeng Xu |
| 2025 | ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations. | Yuejin Xie, Youliang Yuan, Wenxuan Wang, Fan Mo, Jianmin Guo, Pinjia He |
| 2025 | DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs. | Mingrui Xie, Tianxiang Xu, Qianhai Tang, Shanming Yao, Xiaofeng Zhang, Junliang Du |
| 2025 | MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models. | Mingrui Xie, Lulu Xu, Junliang Du |
| 2025 | Chat-Driven Text Generation and Interaction for Person Retrieval. | Zequn Xie, Chuxin Wang, Yeqiang Wang, Sihang Cai, Shulei Wang, Tao Jin |
| 2025 | Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation. | Yubo Xie, Chenkai Wang, Zongyang Ma, Fahui Miao |
| 2025 | LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation. | Jiawen Xie, Haiyang Wu, Deyi Ji, Yuekui Yang, Shaoping Ma |
| 2025 | Reveal and Release: Iterative LLM Unlearning with Self-generated Data. | Linxi Xie, Xin Teng, Shichang Ke, Hongyi Wen, Shenji Wan |
| 2025 | Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey. | Tianxin Xie, Yan Rong, Pengfei Zhang, Wenwu Wang, Li Liu |
| 2025 | Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models. | Chenwei Xie, Matthew King-Hang Ma, Wenbo Wang, William Shi-Yuan Wang |
| 2025 | Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models. | Zhifei Xie, Mingbao Lin, Zihang Liu, Pengcheng Wu, Shuicheng Yan, Chunyan Miao |
| 2025 | Investigating Multi-layer Representations for Dense Passage Retrieval. | Zhongbin Xie, Thomas Lukasiewicz |
| 2025 | RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations. | Haihua Xie, Yinzhu Cheng, Yaqing Wang, Miao He, Mingming Sun |
| 2025 | Rethinking Data Selection at Scale: Random Selection is Almost All You Need. | Tingyu Xia, Bowen Yu, Kai Dang, An Yang, Yuan Wu, Yuan Tian, Yi Chang, Junyang Lin |
| 2025 | SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs. | Hongfei Xia, Hongru Wang, Zeming Liu, Qian Yu, Yuhang Guo, Haifeng Wang |
| 2025 | SAND: Boosting LLM Agents with Self-Taught Action Deliberation. | Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley |