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AwardAAAI 2026×3ICRA 2026×2ICLR 2026多模态智能体与工具评测与基准推理数据与预训练

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3 一作 · 6 篇 · AAAI 2026 / ICRA 2026 / ICLR 2026

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2026 顶会论文

6

一作ICLR 2026Poster· Applications / Robotics

Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denosing Diffusion Process

JIAYI CHEN · Wenxuan Song · Pengxiang Ding · Ziyang Zhou · Han Zhao · Barrett Tang · Donglin Wang · Haoang Li

多模态OpenReview

作者位次 #2/15ICRA 2026Oral· Robotics & Automation

Rethinking the Practicality of Vision-language-action Model: A Comprehensive Benchmark and An Improved Baseline

Wenxuan Song · JIAYI CHEN · Xiaoquan Sun · Huashuo Lei · Yikai Qin · Wei Zhao · Pengxiang Ding · Han Zhao · Tongxin Wang · Pengxu Hou · Zhide Zhong · Haodong Yan · Donglin Wang · Jun Ma · Haoang Li

多模态评测与基准OpenReview

一作ICRA 2026Oral· Robotics & Automation

Bridging Large-Model Reasoning and Real-Time Control via Agentic Fast-Slow Planning

JIAYI CHEN · Shuai Wang · Guangxu Zhu · Cheng-Zhong Xu

推理智能体与工具OpenReview

作者位次 #2/9AAAI 2026Poster· Artificial Intelligence

Compositional Attribute Imbalance in Vision Datasets

Yanbiao Ma · JIAYI CHEN · Wei Dai · Dong Zhao · Zeyu Zhang · Yuting Yang · Bowei Liu · Jiaxuan Zhao · Andi Zhang

多模态数据与预训练长上下文与架构OpenReview

作者位次 #4/10AAAI 2026OralOutstanding Paper· Artificial Intelligence

ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver

Wenxuan Song · Ziyang Zhou · Han Zhao · JIAYI CHEN · Pengxiang Ding · Haodong Yan · Yuxin Huang · Feilong Tang · Donglin Wang · Haoang Li

多模态OpenReview

一作AAAI 2026Poster· Artificial Intelligence

MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management

JIAYI CHEN · Jing Li · Guiling Wang

智能体与工具强化学习与后训练OpenReview

常见合作者

WSWenxuan Song×3 PDPengxiang Ding×3 HZHan Zhao×3 DWDonglin Wang×3 HLHaoang Li×3 ZZZiyang Zhou×2 HYHaodong Yan×2 BTBarrett Tang XSXiaoquan Sun HLHuashuo Lei YQYikai Qin WZWei Zhao