| 2025 | VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models. | Jen-Tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao |
| 2025 | NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human. | Shuo Huang, William MacLean, Xiaoxi Kang, Qiongkai Xu, Zhuang Li, Xingliang Yuan, Gholamreza Haffari, Lizhen Qu |
| 2025 | Boosting Data Utilization for Multilingual Dense Retrieval. | Chao Huang, Fengran Mo, Yufeng Chen, Changhao Guan, Zhenrui Yue, Xinyu Wang, Jinan Xu, Kaiyu Huang |
| 2025 | LoRA-PAR: A Flexible Dual-System LoRA Partitioning Approach to Efficient LLM Fine-Tuning. | Yining Huang, Bin Li, Keke Tang, Meilian Chen |
| 2025 | SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. | Yanwen Huang, Yao Liu, Qiao Liu, Rui Hou, Tingting Dai |
| 2025 | RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs. | Zhongzhan Huang, Guoming Ling, Yupei Lin, Yandong Chen, Shanshan Zhong, Hefeng Wu, Liang Lin |
| 2025 | ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework. | Lisheng Huang, Yichen Liu, Jinhao Jiang, Rongxiang Zhang, Jiahao Yan, Junyi Li, Xin Zhao |
| 2025 | A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality. | Hanbo Huang, Yihan Li, Bowen Jiang, Bo Jiang, Lin Liu, Zhuotao Liu, Ruoyu Sun, Shiyu Liang |
| 2025 | From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection. | Junbao Huang, Weizhen Li, Peijie Huang, Yuhong Xu |
| 2025 | Retrieval-Augmented Generation with Hierarchical Knowledge. | Haoyu Huang, Yongfeng Huang, Junjie Yang, Zhenyu Pan, Yongqiang Chen, Kaili Ma, Hongzhi Chen, James Cheng |
| 2025 | PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology. | Yating Huang, Ziyan Huang, Lintao Xiang, Qijun Yang, Hujun Yin |
| 2025 | AI Sees Your Location - But With A Bias Toward The Wealthy World. | Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao |
| 2025 | MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness. | Junsheng Huang, Zhitao He, Yuchen Huang, Sandeep Polisetty, Qingyun Wang, Yi R. Fung |
| 2025 | Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models. | Yin Jou Huang, Rafik Hadfi |
| 2025 | TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation. | Chengrui Huang, Shen Gao, Zhengliang Shi, Dongsheng Wang, Shuo Shang |
| 2025 | DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization. | Chengyu Huang, Tanya Goyal |
| 2025 | Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions. | Nannan Huang, Haytham M. Fayek, Xiuzhen Zhang |
| 2025 | Neuron-Level Differentiation of Memorization and Generalization in Large Language Models. | Ko-Wei Huang, Yi-Fu Fu, Ching-Yu Tsai, Yu-Chieh Tu, Tzu-ling Cheng, Cheng-Yu Lin, Yi-Ting Yang, Heng-Yi Liu, Keng-Te Liao, Da-Cheng Juan, Shou-De Lin |
| 2025 | CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios. | Shiting Huang, Zhen Fang, Zehui Chen, Siyu Yuan, Junjie Ye, Yu Zeng, Lin Chen, Qi Mao, Feng Zhao |
| 2025 | From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing. | Lanxiao Huang, Daksh Dave, Tyler Cody, Peter A. Beling, Ming Jin |
| 2025 | DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment. | Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang |
| 2025 | Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning. | Wei Huang, Anda Cheng, Yinggui Wang |
| 2025 | Can LLMs be Good Graph Judge for Knowledge Graph Construction? | Haoyu Huang, Chong Chen, Zeang Sheng, Yang Li, Wentao Zhang |
| 2025 | Teaching Language Models To Gather Information Proactively. | Tenghao Huang, Sihao Chen, Muhao Chen, Jonathan May, Longqi Yang, Mengting Wan, Pei Zhou |
| 2025 | BIRD: Bronze Inscription Restoration and Dating. | Wenjie Hua, Hoang H. Nguyen, Gangyan Ge |