| 2025 | AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders. | Yuqi Zhang, Yuchun Miao, Zuchao Li, Liang Ding |
| 2025 | MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation. | Kaiyuan Zhang, Qian Liu, Luyang Zhang, Chaoqun Zheng, Shuaimin Li, Bing Xu, Muyun Yang, Xinxiao Qiao, Wenpeng Lu |
| 2025 | SUA: Stealthy Multimodal Large Language Model Unlearning Attack. | Xianren Zhang, Hui Liu, Delvin Ce Zhang, Xianfeng Tang, Qi He, Dongwon Lee, Suhang Wang |
| 2025 | Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective. | Zhihao Zhang, Sophia Yat Mei Lee, Dong Zhang, Shoushan Li, Guodong Zhou |
| 2025 | Test-Time Steering for Lossless Text Compression via Weighted Product of Experts. | Qihang Zhang, Muchen Li, Ziao Wang, Renjie Liao, Lele Wang |
| 2025 | HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation. | Shijie Zhang, Renhao Li, Songsheng Wang, Philipp Koehn, Min Yang, Derek F. Wong |
| 2025 | SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence. | Yao Zhang, Chenyang Lin, Shijie Tang, Haokun Chen, Shijie Zhou, Yunpu Ma, Volker Tresp |
| 2025 | ImpRAG: Retrieval-Augmented Generation with Implicit Queries. | Wenzheng Zhang, Xi Victoria Lin, Karl Stratos, Wen-tau Yih, Mingda Chen |
| 2025 | From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models. | Jue Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang |
| 2025 | Hierarchical Reward Modeling for Fault Localization in Large Code Repositories. | Jiwei Zhang, Jianxun Lian, Haiming Qin, Mingyang Zhou, Kezhong Lu, Rui Mao, Hao Liao |
| 2025 | CM-Align: Consistency-based Multilingual Alignment for Large Language Models. | Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2025 | Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More. | Baiqiao Zhang, Zhifeng Liao, Xiangxian Li, Chao Zhou, Juan Liu, Xiaojuan Ma, Yulong Bian |
| 2025 | RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models. | Luyang Zhang, Shuaimin Li, Yishuo Li, Kunpeng Kang, Kaiyuan Zhang, Cong Wang, Wenpeng Lu |
| 2025 | AdaptThink: Reasoning Models Can Learn When to Think. | Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li |
| 2025 | TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering. | Boyi Zhang, Zhuo Liu, Hangfeng He |
| 2025 | NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging. | Weiming Zhang, Qingyao Li, Xinyi Dai, Jizheng Chen, Kounianhua Du, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang |
| 2025 | Interactive Training: Feedback-Driven Neural Network Optimization. | Wentao Zhang, Yang Young Lu, Yuntian Deng |
| 2025 | Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training. | Mengxiang Zhang, Lingyuan Liu |
| 2025 | Improving Clustering with Positive Pairs Generated from LLM-Driven Labels. | Xiaotong Zhang, Ying Li |
| 2025 | Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction. | Bryan Zhang, Suleiman A. Khan, Stephan Walter |
| 2025 | When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks. | Jiahao Zhang, Baoshuo Kan, Tao Gong, Fu Lee Wang, Tianyong Hao |
| 2025 | From Chat Logs to Collective Insights: Aggregative Question Answering. | Wentao Zhang, Woojeong Kim, Yuntian Deng |
| 2025 | PathwiseRAG: Multi-Dimensional Exploration and Integration Framework. | Hengrui Zhang, Pin-Siang Huang, Zhen Zhang, Peican Lin, Yao-Ching Yu, Bo Hu, Yulu Du |
| 2025 | ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. | Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong |
| 2025 | Schema Generation for Large Knowledge Graphs Using Large Language Models. | Bohui Zhang, Yuan He, Lydia Pintscher, Albert Meroo-Peuela, Elena Simperl |