| 2026 | Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models. | Jinyang Wu, Mingkuan Feng, Shuai Zhang, Feihu Che, Zhengqi Wen, Chonghua Liao, Ling Yang, Haoran Luo, Zheng Lian, Jianhua Tao |
| 2026 | Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation. | Jiaying Wu, Zihang Fu, Haonan Wang, Fanxiao Li, Jiafeng Guo, Preslav Nakov, Min-Yen Kan |
| 2026 | On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning. | Di Wu, Jiaxin Fan, Chloe Gu, Guanbo Wang, Wei Yin, Wenhao Li, Bo Jin |
| 2026 | CaPEdit: Capability-Preserving Lifelong Knowledge Editing For Language Models. | Song-Li Wu, Zhaocheng Du, Xianquan Wang, Jingyi Wang |
| 2026 | Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing. | Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao |
| 2026 | MMSearch-R1: Incentivizing LMMs to Search. | Jinming Wu, Zihao Deng, Wei Li, Yiding Liu, Bo You, Bo Li, Zejun Ma, Ziwei Liu |
| 2026 | From ID to LLM: Rethinking Representation Learning for Recommendation. | Song-Li Wu, Zhaocheng Du, Weinan Gan, Jingyi Wang, Xianquan Wang |
| 2026 | GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning. | Fengyi Wu, Yifei Dong, Yilong Dai, Guangyu Chen, Qifeng Wu, Huiting Huang, Hang Wang, Qi Dai, Alexander G. Hauptmann, Zhi-Qi Cheng |
| 2026 | Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models. | Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong |
| 2026 | KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions. | Tingyu Wu, Zhisheng Chen, Ziyan Weng, Shuhe Wang, Shuo Zhang, Sen Hu, Silin Wu, Qizhen Lan, Huacan Wang, Ronghao Chen |
| 2026 | Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction. | Tao Wu, Jingyuan Chen, Wang Lin, Jian Zhan, Mengze Li, Fangzhou Jin, Min Zhang, Kun Kuang, Fei Wu |
| 2026 | Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models. | Canhui Wu, Qiong Cao, Chang Li, Zhenfang Wang, Chao Xue, Yuwei Fan, Wei Xi, Xiaodong He |
| 2026 | LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live Streams. | Yongxuan Wu, Runyu Chen, Peiyu Liu, Hongjin Qian |
| 2026 | Datamart-Agent: LLM-Driven Game-Theoretic Agent for Data Marketplace Modeling. | Pangjing Wu, Peter Q. Chen, Xiaodong Li, Wenqi Fan, Qing Li |
| 2026 | Think Earlier, Not Longer: Prompt Optimization via Reducing Unhealthy Exploration. | Ling-I Wu, Minyu Chen, Jingyang Li, Xi Chang, Guoqiang Li |
| 2026 | SLIM: Stealthy Low-Coverage Black-Box Watermarking via Latent-Space Confusion Zones. | Hengyu Wu, Yang Cao |
| 2026 | Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models? | Xin Wu, Yuqi Bu, Mengchen Zhao, Qingbao Huang, Yi Cai |
| 2026 | SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models. | Yuhao Wu, Yushi Bai, Zhiqiang Hu, Juanzi Li, Roy Ka-Wei Lee |
| 2026 | When Models Decide and When They Bind: A Two-Stage Computation for Multiple-Choice Question Answering. | Hugh Mee Wong, Rick Nouwen, Albert Gatt |
| 2026 | Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation? | Hyowon Wi, Noseong Park |
| 2026 | Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs. | Tristan Williams, Franziska Weeber, Sebastian Pad, Alan Akbik |
| 2026 | Speculative Decoding with a Speculative Vocabulary. | Miles Williams, Young D. Kwon, Rui Li, Alexandros Kouris, Stylianos I. Venieris |
| 2026 | SpecCache: Speculative KV Cache Reuse for Efficient RAG Serving. | Zijian Wen, Tao Zhang, Shuangwu Chen, Shenghao Ye, Yu Guo, Qirui Chen, Jingxian Shuai, Yunpeng Hou, Huasen He, Jian Yang |
| 2026 | Verifier-Free RL for LLMs via Intrinsic Gradient-Norm Reward. | Xuexiang Wen, Hang Yu, Linchao Zhu, Gaoang Wang |
| 2026 | TURTLEAI: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics. | Chao Wen, Jacqueline Staub, Adish Singla |