| 2026 | Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. | Dingzirui Wang, Xuanliang Zhang, Rongyu Cao, Longxu Dou, Xianzhen Luo, Yingwei Ma, Qingfu Zhu, Binhua Li, Fei Huang, Yongbin Li |
| 2026 | From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in LLMs. | Shaojie Wang, Liang Zhang |
| 2026 | TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models. | Yulong Wang, Siyu Zhao |
| 2026 | Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs. | Kai Wang, Haoyang You, Yang Zhang, Zhongjie Wang |
| 2026 | Let the Comments Speak: A Multi-Agent Framework based on Large Language Model for Comment-Guided Code Refactoring. | Zixuan Wang, Wutong Yu, Deyu Zhou |
| 2026 | CSI: An Investigative Multi-Agent Framework for Explainable Short Video Fake News Detection. | Yuxin Wang, Yang Yang, Huaiwen Zhang |
| 2026 | UniGeM: Unifying Data Selection and Mixing via Geometric Exploration and Mining. | Changhao Wang, Yunfei Yu, Xinhao Yao, Jiaolong Yang, Lu Yu, Junpeng Fang, Riccardo Cantoro, Chaobo Li, Qing Cui, Jun Zhou |
| 2026 | From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent. | Yucheng Wang, Shen Yang, Jifan Yu, Haoxuan Li, Joy Lim Jia Yin, Daniel Zhang-Li, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu |
| 2026 | Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins. | Zhangyi Wang, Bingnan Yu, Jiexiang Xu, Zongze Li |
| 2026 | TeachMaster: Generative Teaching via Code. | Yuheng Wang, Runde Yang, Lin Wu, Jie Zhang, Jingru Fan, Tianle Zhou, Ruoyu Fu, Huatao Li, Ruijie Shi, Siheng Chen, Weinan E, Chen Qian |
| 2026 | Reinforcement Learning for Self-Improving Agent with Skill Library. | Jiongxiao Wang, Qiaojing Yan, Yawei Wang, Yijun Tian, Soumya Smruti Mishra, Zhichao Xu, Megha Gandhi, Panpan Xu, Lin Lee Cheong |
| 2026 | Double-Edged Sword or Sharp Tool? Designing and Evaluating Triadic LLM-Teacher Collaboration for K-12 Writing at Scale. | Canran Wang, Yuwen Yang, Zhen Wang, Ming Ma, Ding Yu, Chentai Wang, Keman Huang, Xiaoyong Du |
| 2026 | Stabilizing Efficient Reasoning with Step-Level Advantage Selection. | Han Wang, Xiaodong Yu, Jialian Wu, Jiang Liu, Ximeng Sun, Mohit Bansal, Zicheng Liu |
| 2026 | Exploring Attention Attractors in Large Language Models. | Ziheng Wang, Zihao Yue, Wenxuan Wang, Qin Jin |
| 2026 | Improving Autoformalization Using Direct Dependency Retrieval. | Shaoqi Wang, Lu Yu, Siwei Lou, Feng Yan, Chunjie Yang, Qing Cui, Jun Zhou |
| 2026 | HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns. | Xintao Wang, Jian Yang, Weiyuan Li, Rui Xie, Jen-tse Huang, Jun Gao, Shuai Huang, Yueping Kang, Yuanli Guo, Hongwei Feng, Yanghua Xiao |
| 2026 | Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation. | Mingyu Wang, Bin Yu, Wenjian Lu, Zhi Wang, Kefeng Gao, Cheng Wen, Xu Lu, Cong Tian |
| 2026 | AROMA: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling. | Zhenyu Wang, Geyan Ye, Wei Liu, Man Tat Alexander Ng |
| 2026 | Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration. | Dayu Wang, Jiaye Yang, Weikang Li, Jiahui Liang, Yang Li, Deguo Xia, Jizhou Huang |
| 2026 | HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge. | Xueyan Wang, Dingyi Yang, Qin Jin |
| 2026 | FusionFlow: Enabling Deep Structural Exploration for Automated Agentic Workflow Generation. | Xiang Wang, Zongtao Yang, Zhuojian Hong, Shuhao Zhang, Wei Wei |
| 2026 | Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance. | Ao Wang, Xinghao Yang, Yongshun Gong, Wei Liu, Bao-di Liu, Weifeng Liu |
| 2026 | MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models. | Peng Wang, Yuxiong Yan, Xiao Ding, Kai Xiong, Bibo Cai, Chao Peng, Yutai Hou, Dandan Tu, Bing Qin, Ting Liu |
| 2026 | UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment. | Yuanyuan Wang, Dongchao Yang, Yayue Deng, Zhiyong Wu, Steven Y. Guo, Helen M. Meng, Xixin Wu |
| 2026 | Text2Mem: A Unified Memory Operation Language for Memory Operating System. | Leo Wang, Lihai Yang, Boyu Chen, Kerun Xu, Gongyi Zou, Bo Tang, Feiyu Xiong, Siheng Chen, Zhiyu Li |