| 2025 | How Private are Language Models in Abstractive Summarization? | Anthony Hughes, Nikolaos Aletras, Ning Ma |
| 2025 | WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. | Minda Hu, Tianqing Fang, Jianshu Zhang, Jun-Yu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King |
| 2025 | RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models. | Pingyi Hu, Xiaofan Bai, Xiaojing Ma, Chaoxiang He, Dongmei Zhang, Bin Benjamin Zhu |
| 2025 | CLEAR: A Comprehensive Linguistic Evaluation of Argument Rewriting by Large Language Models. | Thomas Huber, Christina Niklaus |
| 2025 | Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs. | Andong Hua, Kenan Tang, Chenhe Gu, Jindong Gu, Eric Wong, Yao Qin |
| 2025 | EoT: Evolution of Thoughts for Complex Reasoning Tasks. | Qin Hua, Jiaqi Sun, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2025 | BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks. | Tianyuan Huang, Zepeng Zhu, Hangdi Xing, Zirui Shao, Zhi Yu, Chaoxiong Yang, Jiaxian He, Xiaozhong Liu, Jiajun Bu |
| 2025 | SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment. | Yuqing Huang, Rongyang Zhang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Xuyang Zhi, Guiquan Liu, Xin Li, Hao Wang, Enhong Chen |
| 2025 | Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency. | Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou |
| 2025 | Cross-MoE: An Efficient Temporal Prediction Framework Integrating Textual Modality. | Ruizheng Huang, Zhicheng Zhang, Yong Wang |
| 2025 | TempParaphraser: "Heating Up" Text to Evade AI-Text Detection through Paraphrasing. | Junjie Huang, Ruiquan Zhang, Jinsong Su, Yidong Chen |
| 2025 | BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models. | Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan |
| 2025 | Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety. | Yuyi Huang, Runzhe Zhan, Lidia S. Chao, Ailin Tao, Derek F. Wong |
| 2025 | Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases. | Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu |
| 2025 | Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. | Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu |
| 2025 | Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search. | Shuo Huang, Xingliang Yuan, Gholamreza Haffari, Lizhen Qu |
| 2025 | Fast Quiet-STaR: Thinking Without Thought Tokens. | Wei Huang, Yizhe Xiong, Xin Ye, Zhijie Deng, Hui Chen, Zijia Lin, Guiguang Ding |
| 2025 | DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression. | Wei Huang, Huang Wei, Yinggui Wang |
| 2025 | Image Difference Captioning via Adversarial Preference Optimization. | Zihan Huang, Junda Wu, Rohan Surana, Tong Yu, David Arbour, Ritwik Sinha, Julian J. McAuley |
| 2025 | Multilingual Generative Retrieval via Cross-lingual Semantic Compression. | Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2025 | D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition. | Yiyang Huang, Yizhou Wang, Yun Fu |
| 2025 | Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation. | Hui Huang, Julien Velcin, Yacine Kessaci |
| 2025 | Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety. | Chenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang, Shihan Dou, Fan Mo, Jie Shi, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval. | Xinhao Huang, Zhibo Ren, Yipeng Yu, Ying Zhou, Zulong Chen, Zeyi Wen |
| 2025 | AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling. | Yunhan Huang, Klevis Ramo, Andrea Iovine, Melvin Monteiro, Sedat Gokalp, Arjun Bakshi, Hasan Turalic, Arsh Kumar, Jona Neumeier, Ripley Yates, Rejaul Monir, Simon Hartmann, Tushar Manglik, Mohamed Yakout |