| 2025 | PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement. | Xubin Yue, Zhenhua Xu, Wenpeng Xing, Jiahui Yu, Mohan Li, Meng Han |
| 2025 | F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task. | Tan Yue, Rui Mao, Zilong Song, Zonghai Hu, Dongyan Zhao |
| 2025 | UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System. | Chuhuai Yue, Jiajun Chai, Yufei Zhan, Zixiang Ding, Xihao Liang, Peixin Wang, Shihai Chen, Wang Yixuan, Wang Yanping, Guojun Yin, Wei Lin |
| 2025 | Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training. | Yao-Ching Yu, Tsun-Han Chiang, Cheng-Wei Tsai, Chien-Ming Huang, Wen-Kwang Tsao |
| 2025 | EvolKV: Evolutionary KV Cache Compression for LLM Inference. | Bohan Yu, Yekun Chai |
| 2025 | Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models. | Zeping Yu, Yonatan Belinkov, Sophia Ananiadou |
| 2025 | Superficial Self-Improved Reasoners Benefit from Model Merging. | Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu, Dachuan Shi, Leyan Pan, Soroush Vosoughi, Wenke Lee |
| 2025 | Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction. | Mengying Yuan, Wenhao Wang, Zixuan Wang, Yujie Huang, Kangli Wei, Fei Li, Chong Teng, Donghong Ji |
| 2025 | SOLAR: Serendipity Optimized Language Model Aligned for Recommendation. | Zichen Yuan, Lifan Sun, Yucen Zhuang, Yue Wang, Xinyuan Song, Tianqi Xu, Siyuan Li, Junchen Fu, Youhua Li, Sirui Hong, Jiaqi Chen, Joemon M. Jose, Yongxin Ni |
| 2025 | Graph-Guided Textual Explanation Generation Framework. | Shuzhou Yuan, Jingyi Sun, Ran Zhang, Michael Frber, Steffen Eger, Pepa Atanasova, Isabelle Augenstein |
| 2025 | Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation. | Moy Yuan, Han-Chin Shing, Mitch Strong, Chaitanya Shivade |
| 2025 | Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification. | Yifei Yuan, Jiatong Li, Weijia Zhang, Mohammad Aliannejadi, Evangelos Kanoulas, Renjun Hu |
| 2025 | MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications. | Zike Yuan, Ming Liu, Hui Wang, Bing Qin |
| 2025 | ReMamba: Equip Mamba with Effective Long-Sequence Modeling. | Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan Zhao |
| 2025 | Following Length Constraints in Instructions. | Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason E. Weston, Jing Xu |
| 2025 | TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games. | Yuan Yuan, Muyu He, Muhammad Adil Shahid, Ziyang Li, Jiani Huang, Li Zhang |
| 2025 | MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting. | Xinpan Yuan, Mingzhu Huang, Liujie Hua, Jianuo Ju, Xu Zhang |
| 2025 | LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences. | Liangqi Yuan, Dong-Jun Han, Christopher G. Brinton, Sabine Brunswicker |
| 2025 | Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs. | Zeping Yu, Sophia Ananiadou |
| 2025 | DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation. | Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huamin Zhang, Yu Huang |
| 2025 | Probabilistic Soundness Guarantees in LLM Reasoning Chains. | Weiqiu You, Anton Xue, Shreya Havaldar, Delip Rao, Helen Jin, Chris Callison-Burch, Eric Wong |
| 2025 | MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation. | Xiaozhou You, Yahui Luo, Lihong Gu |
| 2025 | Are the Reasoning Models Good at Automated Essay Scoring? | Lui Yoshida |
| 2025 | PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims. | Yongmin Yoo, Qiongkai Xu, Longbing Cao |
| 2025 | Fair or Framed? Political Bias in News Articles Generated by LLMs. | Junho Yoo, Youhyun Shin |