| 2025 | CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation. | Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P. Bigham, Graham Neubig |
| 2025 | DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery. | Xuming Hu, Xiao Qin, Chuan Lei, Asterios Katsifodimos, Zhengyuan Shen, Balasubramaniam Srinivasan, Huzefa Rangwala |
| 2025 | Reward-Guided Tree Search for Inference Time Alignment of Large Language Models. | Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria |
| 2025 | Attention Tracker: Detecting Prompt Injection Attacks in LLMs. | Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen |
| 2025 | GRAG: Graph Retrieval-Augmented Generation. | Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao |
| 2025 | Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? | Qisheng Hu, Quanyu Long, Wenya Wang |
| 2025 | PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes. | Xuming Hu, Chuan Lei, Xiao Qin, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala |
| 2025 | Large Language Models Are Cross-Lingual Knowledge-Free Reasoners. | Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang |
| 2025 | LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules. | Xin Huang, Ting Zhang, Wen Zhao |
| 2025 | Overcoming both Domain Shift and Label Shift for Referring Video Segmentation. | Hai Huang, Sashuai Zhou, Yan Xia |
| 2025 | Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models. | Yuyi Huang, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Ailin Tao |
| 2025 | MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts. | Shizhou Huang, Bo Xu, Changqun Li, Yang Yu, Xin Alex Lin |
| 2025 | WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness. | Baizhou Huang, Xiaojun Wan |
| 2025 | LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages. | Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang |
| 2025 | Stronger Universal and Transferable Attacks by Suppressing Refusals. | David Huang, Avidan Shah, Alexandre Araujo, David A. Wagner, Chawin Sitawarin |
| 2025 | B⁴: A Black-Box Scrubbing Attack on LLM Watermarks. | Baizhou Huang, Xiao Pu, Xiaojun Wan |
| 2025 | CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments. | Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu |
| 2025 | RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models. | Donghao Huang, Thanh-Son Nguyen, Fiona Liausvia, Zhaoxia Wang |
| 2025 | DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting. | Chentao Huang, Guangli Li, Xinjiong Zhou, Yafeng Ren, Hongbin Zhang |
| 2025 | DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation. | Minbin Huang, Yanxin Long, Xinchi Deng, Ruihang Chu, Jiangfeng Xiong, Xiaodan Liang, Hong Cheng, Qinglin Lu, Wei Liu |
| 2025 | MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation. | Jinsheng Huang, Liang Chen, Taian Guo, Fu Zeng, Yusheng Zhao, Bohan Wu, Ye Yuan, Haozhe Zhao, Zhihui Guo, Yichi Zhang, Jingyang Yuan, Wei Ju, Luchen Liu, Tianyu Liu, Baobao Chang, Ming Zhang |
| 2025 | MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation. | Langlin Huang, Mengyu Bu, Yang Feng |
| 2025 | Jailbreaking with Universal Multi-Prompts. | Yu-Ling Hsu, Hsuan Su, Shang-Tse Chen |
| 2025 | ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots. | Yu-Chung Hsiao, Fedir Zubach, Gilles Baechler, Srinivas Sunkara, Victor Carbune, Jason Lin, Maria Wang, Yun Zhu, Jindong Chen |
| 2025 | Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals. | Phillip Howard, Kathleen C. Fraser, Anahita Bhiwandiwalla, Svetlana Kiritchenko |