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2026 顶会论文

作者位次 #9/14ISCA 2026Oral· Computer Architecture

Bringing Near Data Processing Into the Low-Bit Floating-Point Era

Tongxin Xie · Mingyu Gao · Zehao Wang · Zhihao Jia · Yuechen Xi · Bing Li · Mo Guang · Jiale Yan · Kaiwen Long · Xingcheng Zhang · Huazhong Yang · Yuan Xie · Zhenhua Zhu · Yu Wang

长上下文与架构OpenReview

作者位次 #4/7ICLR 2026Poster· Applications / Language, Speech and Dialog

RE-PO: Robust Enhanced Policy Optimization as a General Framework for LLM Alignment

Xiaoyang Cao · Zelai Xu · Mo Guang · Kaiwen Long · Michiel Bakker · Yu Wang · Chao Yu

对齐与偏好多模态强化学习与后训练OpenReview

作者位次 #6/6ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models

Rinyoichi Takezoe · Yaqian Li · Zi-Hao Bo · Anzhou Hou · Mo Guang · Kaiwen Long

多模态效率与系统OpenReview

作者位次 #6/9ICLR 2026Poster· Applications / Robotics

SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling

Yixian Zhang · Shu-ang Yu · Tonghe Zhang · Mo Guang · Haojia Hui · Kaiwen Long · Yu Wang · Chao Yu · Wenbo Ding

强化学习与后训练效率与系统OpenReview

作者位次 #6/13ICLR 2026Poster· Reinforcement Learning / Multi-agent

MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs

Huining Yuan · Zelai Xu · Zheyue Tan · Xiangmin Yi · Mo Guang · Kaiwen Long · Haojia Hui · Boxun Li · Xinlei Chen · Bo Zhao · Xiao-Ping Zhang · Chao Yu · Yu Wang

智能体与工具推理强化学习与后训练OpenReview

作者位次 #9/9CVPR 2026Poster· Computer Vision & Pattern Recognition

Soft Modality-Guided Expert Specialization in MoE-VLMs

Zi-Hao Bo · Yaqian Li · Anzhou Hou · Rinyoichi Takezoe · Ertao Zhao · Tianxiang Pan · Jiale Yan · Mo Guang · Kaiwen Long

多模态效率与系统OpenReview 项目页

作者位次 #6/10CVPR 2026Oral· Computer Vision & Pattern Recognition

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments

Zelai Xu · Zhexuan Xu · Xiangmin Yi · Huining Yuan · Mo Guang · Kaiwen Long · Xinlei Chen · Yi Wu · Chao Yu · Yu Wang

智能体与工具多模态评测与基准OpenReview 项目页

作者位次 #9/9ACL 2026Poster· Natural Language Processing

SATQ uest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLM s

Yanxiao Zhao · Yaqian Li · Zihao Bo · Rinyoichi Takezoe · Haojia Hui · Mo Guang · Lei Ren · Xiaolin Qin · Kaiwen Long

摘要

Large language models (LLMs) exhibit strong general reasoning, yet the community lacks controllable, scalable, and verifiable tools to analyze and improve these abilities. We present SATQuest, a verifier that generates diverse SAT-based reasoning tasks directly from Conjunctive Normal Form (CNF)...

推理强化学习与后训练评测与基准OpenReview 项目页

Kaiwen Long

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