| 2025 | Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision. | Xiaopeng Ye, Chen Xu, Chaoliang Zhang, Zhaocheng Du, Jun Xu, Gang Wang, Zhenhua Dong |
| 2025 | Position: LLMs Can be Good Tutors in English Education. | Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen |
| 2025 | CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization. | Jing Ye, Rui Wang, Yuchuan Wu, Victor Ma, Feiteng Fang, Fei Huang, Yongbin Li |
| 2025 | TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. | Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du |
| 2025 | Enhanced Noun-Noun Compound Interpretation through Textual Enrichment. | Bingyang Ye, Jingxuan Tu, James Pustejovsky |
| 2025 | Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics. | Yuxuan Ye, Ral Santos-Rodrguez, Edwin Simpson |
| 2025 | GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning. | Sahiti Yerramilli, Nilay Pande, Rynaa Grover, Jayant Sravan Tamarapalli |
| 2025 | Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline. | Zhenqi Ye, Haopeng Ren, Yi Cai, Qingbao Huang, Jing Qin, Pinli Zhu, Songwen Gong |
| 2025 | Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models. | Wei Jie Yeo, Ranjan Satapathy, Erik Cambria |
| 2025 | Understanding Refusal in Language Models with Sparse Autoencoders. | Wei Jie Yeo, Nirmalendu Prakash, Clement Neo, Ranjan Satapathy, Roy Ka-Wei Lee, Erik Cambria |
| 2025 | GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation. | Wen Ye, Zhaocheng Liu, Yuwei Gui, Tingyu Yuan, Yunyue Su, Bowen Fang, Chaoyang Zhao, Qiang Liu, Liang Wang |
| 2025 | LLMs are Privacy Erasable. | Zipeng Ye, Wenjian Luo |
| 2025 | MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets. | Heuiyeen Yeen, Seokhee Hong, Hyeongu Yun, Jinsik Lee |
| 2025 | ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions. | Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Pengjun Xie, Fei Huang |
| 2025 | ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation. | Ruobing Yao, Yifei Zhang, Shuang Song, Yuhan Liu, Neng Gao, Chenyang Tu |
| 2025 | EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation. | Ruobing Yao, Yifei Zhang, Shuang Song, Neng Gao, Chenyang Tu |
| 2025 | Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning. | Bohan Yao, Vikas Yadav |
| 2025 | FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4. | Jiarui Yao, Ruida Wang, Tong Zhang |
| 2025 | DischargeSim: A Simulation Benchmark for Educational Doctor-Patient Communication at Discharge. | Zonghai Yao, Michael Sun, Won Seok Jang, Sunjae Kwon, Soie Kwon, Hong Yu |
| 2025 | SLIM: Subtrajectory-Level Elimination for More Effective Reasoning. | Xifeng Yao, Chengyuan Ma, Dongyu Lang, Yinhao Ni, Zhiwei Xu, Huarui Xie, Zihao Chen, Guang Shen, Dandan Tu, Yi Bai, Changzheng Zhang |
| 2025 | Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. | Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge, Zhecheng Li, Xueqi Cheng |
| 2025 | ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance. | Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu |
| 2025 | CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. | Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng |
| 2025 | Language models can learn implicit multi-hop reasoning, but only if they have lots of training data. | Yuekun Yao, Yupei Du, Dawei Zhu, Michael Hahn, Alexander Koller |
| 2025 | Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models. | Cheng Yan, Feng Zhao, Ruilin Zhao, Hong Zhang |