| 2025 | SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data. | Jinsung Yoon, Junhao Zeng, Sercan . Arik |
| 2025 | RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives. | Jaehong Yoon, Shoubin Yu, Mohit Bansal |
| 2025 | Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents. | Yejin Yoon, Yuri Son, Namyoung So, Minseo Kim, Minsoo Cho, Chanhee Park, Seungshin Lee, Taeuk Kim |
| 2025 | Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction. | Wonjin Yoon, Boyu Ren, Spencer Thomas, Chanhwi Kim, Guergana Savova, Mei-Hua Hall, Tim Miller |
| 2025 | R-TOFU: Unlearning in Large Reasoning Models. | Sangyeon Yoon, Wonje Jeung, Albert No |
| 2025 | Using tournaments to calculate AUROC for zero-shot classification with LLMs. | Wonjin Yoon, Ian Bulovic, Timothy A. Miller |
| 2025 | The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It. | Zheng Xin Yong, Beyza Ermis, Marzieh Fadaee, Stephen H. Bach, Julia Kreutzer |
| 2025 | DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics. | Luke Yoffe, Alfonso Amayuelas, William Yang Wang |
| 2025 | SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs. | Yuanyang Yin, Yaqi Zhao, Yajie Zhang, Yuanxing Zhang, Ke Lin, Jiahao Wang, Xin Tao, Pengfei Wan, Wentao Zhang, Feng Zhao |
| 2025 | CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents. | Xuyan Yin, Xinran Yang, Zihao Li, Lixin Zou, Chenliang Li |
| 2025 | Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding. | Congchi Yin, Qian Yu, Zhiwei Fang, Changping Peng, Piji Li |
| 2025 | Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework. | Zhangyue Yin, Yuhong Sun, Xuanjing Huang, Xipeng Qiu, Hui Zhao |
| 2025 | Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach. | Xiaoran Yin, Xu Luo, Hao Wu, Lianli Gao, Jingkuan Song |
| 2025 | Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models. | Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao |
| 2025 | Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs. | Yizhou Ying, Geng Zhang, Cui Danxin, Chengyu Du, Guanglei Yue, Sihang Jiang, Jiaqing Liang, Yifei Fu, Hailin Hu, Yanghua Xiao |
| 2025 | Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly. | Lance Ying, Ryan Truong, Katherine M. Collins, Cedegao E. Zhang, Megan Wei, Tyler Brooke-Wilson, Tan Zhi-Xuan, Lionel Wong, Joshua B. Tenenbaum |
| 2025 | DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management. | Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee |
| 2025 | SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin. | Hao Yi, Qingyang Li, Yulan Hu, Fuzheng Zhang, Di Zhang, Yong Liu |
| 2025 | Can We Edit LLMs for Long-Tail Biomedical Knowledge? | Xinhao Yi, Jake Lever, Kevin Bryson, Zaiqiao Meng |
| 2025 | ZERA: Zero-init Instruction Evolving Refinement Agent - From Zero Instructions to Structured Prompts via Principle-based Optimization. | Seungyoun Yi, Minsoo Khang, Sungrae Park |
| 2025 | DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition. | She Yifei, Xinhao Wei, Yulong Wang |
| 2025 | Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination. | Zhongyi Ye, Weitai Zhang, Xinyuan Zhou, Yongxin Zhu, Ninghui Rao, Enhong Chen |
| 2025 | Process-Supervised Reinforcement Learning for Code Generation. | Yufan Ye, Ting Zhang, Wenbin Jiang, Hua Huang |
| 2025 | Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels. | Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan |
| 2025 | From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment. | Jing Ye, Lu Xiang, Yaping Zhang, Chengqing Zong |