| 2025 | GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models. | Jixiao Zhang, Chunsheng Zuo |
| 2025 | MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models. | Zhen Zhang, Yifan Yang, Kai Zhen, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang |
| 2025 | Turning the Tide: Repository-based Code Reflection. | Wei Zhang, Jian Yang, Jiaxi Yang, Ya Wang, Zhoujun Li, Zeyu Cui, Binyuan Hui, Junyang Lin |
| 2025 | Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking. | Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye |
| 2025 | NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines. | Jinyang Zhang, Kexin Yang, Yu Wan, Muyang Ye, Baosong Yang, Fei Huang, Junyang Lin, Dayiheng Liu |
| 2025 | Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning. | Kepu Zhang, Haoyue Yang, Xu Tang, Weijie Yu, Jun Xu |
| 2025 | LCAN: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems. | Shuli Zhang, Zhiqiang You, Xiao Xiang Qi, Peng Liu, Gaode Wu, Kan Xia, Shenguang Huang |
| 2025 | Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models. | Zheyu Zhang, Shuo Yang, Bardh Prenkaj, Gjergji Kasneci |
| 2025 | SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents. | Bowen Zhang, Yi Yang, Fuqiang Niu, Xianghua Fu, Genan Dai, Hu Huang |
| 2025 | ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects. | Jipeng Zhang, Haolin Yang, Kehao Miao, Ruiyuan Zhang, Renjie Pi, Jiahui Gao, Xiaofang Zhou |
| 2025 | Certified Mitigation of Worst-Case LLM Copyright Infringement. | Jingyu Zhang, Jiacan Yu, Marc Marone, Benjamin Van Durme, Daniel Khashabi |
| 2025 | Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation. | Enci Zhang, Xingang Yan, Wei Lin, Tianxiang Zhang, Qianchun Lu |
| 2025 | UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents. | Jiwen Zhang, Ya-Qi Yu, Minghui Liao, WenTao Li, Jihao Wu, Zhongyu Wei |
| 2025 | DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models. | Xu Zhang, Xunjian Yin, Dinghao Jing, Huixuan Zhang, Xinyu Hu, Xiaojun Wan |
| 2025 | From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? | Geng Zhang, Yizhou Ying, Sihang Jiang, Jiaqing Liang, Guanglei Yue, Yifei Fu, Hailin Hu, Yanghua Xiao |
| 2025 | Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking. | Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang, Jiawei Han |
| 2025 | LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization. | Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao |
| 2025 | MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings. | Donghai Zhang, Shuangtao Yang, Xiaozheng Dong, Wei Song, Bo Fu |
| 2025 | REIC: RAG-Enhanced Intent Classification at Scale. | Ziji Zhang, Michael Yang, Zhiyu Chen, Yingying Zhuang, Shu-Ting Pi, Qun Liu, Rajashekar Maragoud, Vy Nguyen, Anurag Beniwal |
| 2025 | MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering. | Siyue Zhang, Yuxiang Xue, Yiming Zhang, Xiaobao Wu, Anh Tuan Luu, Chen Zhao |
| 2025 | Can We Steer Reasoning Direction by Thinking Intervention? | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yunpeng Li, Yue Hu, Chenxu Niu |
| 2025 | Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning. | Kepu Zhang, Guofu Xie, Weijie Yu, Mingyue Xu, Xu Tang, Yaxin Li, Jun Xu |
| 2025 | Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis. | Yehang Zhang, Xinli Xu, Xiaojie Xu, Doudou Zhang, Li Liu, Ying-Cong Chen |
| 2025 | The Security Threat of Compressed Projectors in Large Vision-Language Models. | Yudong Zhang, Ruobing Xie, Xingwu Sun, Jiansheng Chen, Zhanhui Kang, Di Wang, Yu Wang |
| 2025 | Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation. | Ziyin Zhang, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Rui Wang, Zhaopeng Tu |