| 2025 | Targeted Distillation for Sentiment Analysis. | Yice Zhang, Guangyu Xie, Jingjie Lin, Jianzhu Bao, Qianlong Wang, Xi Zeng, Ruifeng Xu |
| 2025 | Recognizing Limits: Investigating Infeasibility in Large Language Models. | Wenbo Zhang, Zihang Xu, Hengrui Cai |
| 2025 | Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation. | Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng |
| 2025 | THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction. | Xin Zhang, Qiyu Wei, Yingjie Zhu, Fanyi Wu, Sophia Ananiadou |
| 2025 | Exploring Artificial Image Generation for Stance Detection. | Zhengkang Zhang, Zhongqing Wang, Guodong Zhou |
| 2025 | Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation. | Xing Zhang, Jiaheng Wen, Fangkai Yang, Yu Kang, Pu Zhao, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang |
| 2025 | MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering. | Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, Wanxiang Che |
| 2025 | RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals. | Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, Wanxiang Che |
| 2025 | Speculating LLMs' Chinese Training Data Pollution from Their Tokens. | Qingjie Zhang, Di Wang, Haoting Qian, Liu Yan, Tianwei Zhang, Ke Xu, Qi Li, Minlie Huang, Hewu Li, Han Qiu |
| 2025 | REARANK: Reasoning Re-ranking Agent via Reinforcement Learning. | Le Zhang, Bo Wang, Xipeng Qiu, Siva Reddy, Aishwarya Agrawal |
| 2025 | STRICT: Stress-Test of Rendering Image Containing Text. | Tianyu Zhang, Xinyu Wang, Lu Li, Zhenghan Tai, Jijun Chi, Jingrui Tian, Hailin He, Suyuchen Wang |
| 2025 | TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models. | Yiran Zhang, Mo Wang, Xiaoyang Li, Kaixuan Ren, Chencheng Zhu, Usman Naseem |
| 2025 | Discovering Semantic Subdimensions through Disentangled Conceptual Representations. | Yunhao Zhang, Shaonan Wang, Nan Lin, Xinyi Dong, Chong Li, Chengqing Zong |
| 2025 | KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models. | Zhen Zhang, Xinyu Wang, Yong Jiang, Zile Qiao, Zhuo Chen, Guangyu Li, Feiteng Mu, Mengting Hu, Pengjun Xie, Fei Huang |
| 2025 | PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models. | Yuanhe Zhang, Xinyue Wang, Haoran Gao, Zhenhong Zhou, Fanyu Meng, Yuyao Zhang, Sen Su |
| 2025 | P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs. | Yidan Zhang, Yu Wan, Boyi Deng, Baosong Yang, Haoran Wei, Fei Huang, Bowen Yu, Dayiheng Liu, Junyang Lin, Fei Huang, Jingren Zhou |
| 2025 | AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training. | Huishuai Zhang, Bohan Wang, Luoxin Chen |
| 2025 | R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models. | Huixuan Zhang, Xiaojun Wan |
| 2025 | MASA: LLM-Driven Multi-Agent Systems for Autoformalization. | Lan Zhang, Marco Valentino, Andr Freitas |
| 2025 | Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions. | Lan Zhang, Marco Valentino, Andr Freitas |
| 2025 | NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use. | Yuqing Zhang, Ecesu rker, Tessa Verhoef, Gemma Boleda, Arianna Bisazza |
| 2025 | Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification. | Boyang Zhang, Yicong Tan, Yun Shen, Ahmed Salem, Michael Backes, Savvas Zannettou, Yang Zhang |
| 2025 | Enhancing Recommendation Explanations through User-Centric Refinement. | Jingsen Zhang, Zihang Tian, Xueyang Feng, Xu Chen, Chong Chen |
| 2025 | Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation. | Hengran Zhang, Minghao Tang, Keping Bi, Jiafeng Guo, Shihao Liu, Daiting Shi, Dawei Yin, Xueqi Cheng |
| 2025 | DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization. | Chao Zhang, Xin Shi, Xueqiao Zhang, Yifan Zhu, Yi Yang, Yawei Luo |