| 2025 | DIDS: Domain Impact-aware Data Sampling for Large Language Model Training. | Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Yao Zhao, Hao Chen, Ruiyuan Zhang, Yue Cui, Jia Zhu, Sirui Han, Jiajie Xu, Xiaofang Zhou |
| 2025 | SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration. | Junhan Shi, Yijia Zhu, Zhenning Shi, Dan Zhao, Qing Li, Yong Jiang |
| 2025 | Computational Analysis of Character Development in Holocaust Testimonies. | Esther Shizgal, Eitan Wagner, Renana Keydar, Omri Abend |
| 2025 | Answering Narrative-Driven Recommendation Queries via a Retrieve-Rank Paradigm and the OCG-Agent. | Yunxiao Shi, Haoning Shang, Xing Zi, Wujiang Xu, Yue Feng, Min Xu |
| 2025 | Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews. | Hyungyu Shin, Jingyu Tang, Yoonjoo Lee, Nayoung Kim, Hyunseung Lim, Ji Yong Cho, Hwajung Hong, Moontae Lee, Juho Kim |
| 2025 | MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents. | Joongmin Shin, Chanjun Park, Jeongbae Park, Jaehyung Seo, Heuiseok Lim |
| 2025 | ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation. | Seungmin Shin, Dooyoung Kim, Youngjoong Ko |
| 2025 | ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming. | Weichun Shi, Minghao Liu, Wanting Zhang, Langchen Shi, Fuqi Jia, Feifei Ma, Jian Zhang |
| 2025 | Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering. | Yumeng Shi, Quanyu Long, Wenya Wang |
| 2025 | Route Sparse Autoencoder to Interpret Large Language Models. | Wei Shi, Sihang Li, Tao Liang, Mingyang Wan, Guojun Ma, Xiang Wang, Xiangnan He |
| 2025 | InsBank: Evolving Instruction Subset for Ongoing Alignment. | Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li |
| 2025 | Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions. | Haochen Shi, Shaobo Li, Guoqing Chao, Xiaoliang Shi, Wentao Chen, Zhenzhou Ji |
| 2025 | Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation. | Yuanchen Shi, Jiawang Hao, Fang Kong |
| 2025 | Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments. | Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma |
| 2025 | Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains. | Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma |
| 2025 | Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL. | Jie Shi, Xi Cao, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Peng Wang, Wei Wang |
| 2025 | LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models. | Takumi Shibata, Yuichi Miyamura |
| 2025 | PresentAgent: Multimodal Agent for Presentation Video Generation. | Jingwei Shi, Zeyu Zhang, Biao Wu, Yanjie Liang, Meng Fang, Ling Chen, Yang Zhao |
| 2025 | COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing. | Rajvee Sheth, Himanshu Beniwal, Mayank Singh |
| 2025 | Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables. | Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz |
| 2025 | From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens. | Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi |
| 2025 | ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration. | Haozhan Shen, Kangjia Zhao, Tiancheng Zhao, Ruochen Xu, Zilun Zhang, Mingwei Zhu, Jianwei Yin |
| 2025 | DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models. | Yi Shen, Jian Zhang, Jieyun Huang, Shuming Shi, Wenjing Zhang, Jiangze Yan, Ning Wang, Kai Wang, Zhaoxiang Liu, Shiguo Lian |
| 2025 | LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation. | Yiqun Shen, Song Yuan, Zhengze Zhang, Xiaoliang Wang, Daxin Jiang, Cam-Tu Nguyen |
| 2025 | CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation. | Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He |