| 2025 | Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition. | Yi Liu, Xiangrong Zhu, Xiangyu Liu, Wei Wei, Wei Hu |
| 2025 | Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning. | Jiazheng Liu, Sipeng Zheng, Brje F. Karlsson, Zongqing Lu |
| 2025 | Data or Language Supervision: What Makes CLIP Better than DINO? | Yiming Liu, Yuhui Zhang, Dhruba Ghosh, Ludwig Schmidt, Serena Yeung-Levy |
| 2025 | GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression. | Kainan Liu, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao |
| 2025 | Can an Individual Manipulate the Collective Decisions of Multi-Agents? | Fengyuan Liu, Rui Zhao, Shuo Chen, Guohao Li, Philip Torr, Lei Han, Jindong Gu |
| 2025 | Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models. | Bingqian Liu, Fu Zhang, Guoqing Chen, Jingwei Cheng |
| 2025 | User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal. | Yuhan Liu, Michael JQ Zhang, Eunsol Choi |
| 2025 | PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events. | Mengzhu Liu, Zhengqiu Zhu, Chuan Ai, Chen Gao, Xinghong Li, Lingnan He, Kaisheng Lai, Yingfeng Chen, Xin Lu, Yong Li, Quanjun Yin |
| 2025 | PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks. | Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen |
| 2025 | Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data. | Zhiyue Liu, Wenkai Zhou |
| 2025 | Neural Topic Modeling via Contextual and Graph Information Fusion. | Jiyuan Liu, Jiaxing Yan, Chunjiang Zhu, Xingyu Liu, Li Qing, Yanghui Rao |
| 2025 | On the Role of Model Prior in Real-World Inductive Reasoning. | Zhuo Liu, Ding Yu, Hangfeng He |
| 2025 | MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs. | Gabrielle Kaili-May Liu, Gal Yona, Avi Caciularu, Idan Szpektor, Tim G. J. Rudner, Arman Cohan |
| 2025 | E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification. | Zeyang Liu, Jingfeng Xue, Xiuqi Yang, Wenbiao Du, Jiarun Fu, Junbao Chen, Wenjie Guo, Yong Wang |
| 2025 | DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback. | Yuhan Liu, Cong Xu, Lu Liu, Yihua Wang, Feiyu Chen, Qi Jia, Yaqian Zhao, Zhichun Wang, Xiang Li |
| 2025 | Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL. | Shixin Liu, Haoyu Xu, Yu Hong |
| 2025 | ResFormer: All-Time Reservoir Memory for Long Sequence Classification. | Hongbo Liu, Jia Xu |
| 2025 | MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval. | Yifan Liu, Qianfeng Wen, Mark Zhao, Jiazhou Liang, Scott Sanner |
| 2025 | Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration. | Linfeng Liu, Hongqiu Wu, Hai Zhao |
| 2025 | LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging. | Zehua Liu, Han Wu, Yuxuan Yao, Xiaojin Fu, Ruifeng She, Xiongwei Han, Tao Zhong, Mingxuan Yuan |
| 2025 | FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization. | Fangxin Liu, Zongwu Wang, JinHong Xia, Junping Zhao, Shouren Zhao, Jinjin Li, Jian Liu, Li Jiang, Haibing Guan |
| 2025 | Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising. | Tongtong Liu, Zhaohui Wang, Meiyue Qin, Zenghui Lu, Xudong Chen, Yuekui Yang, Peng Shu |
| 2025 | Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies. | Terrance Liu, Shuyi Wang, Daniel Preotiuc-Pietro, Yash Chandarana, Chirag Gupta |
| 2025 | EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models. | Han Liu, Ruoyao Wen, Srijith Nair, Jia Liu, Wenjing Lou, Chongjie Zhang, William Yeoh, Yevgeniy Vorobeychik, Ning Zhang |
| 2025 | Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models. | Xuyang Liu, Yiyu Wang, Junpeng Ma, Linfeng Zhang |