Rui Chen

My research interests include video world models, multimodal reasoning, visual generation and evaluation, and embodied intelligence.

R2M-Bench: Evaluating Revisit Memory via Relative Consistency in Interactive Video World Models

Qiwen Gu, Bingjie Gao, Rui Chen, Geng Li, Jifan Li, Qishuai Wen, Li Niu, Jing Tang, Xiangxiang Chu, Junqiao Zhao

arXiv 2608.27328 · 2026

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DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation

DreamX Team, Rui Chen, Xiangxiang Chu, Geng Li, Jifan Li, Qingfeng Shi, Datao Tang, Jing Tang, Jun Wang, Pengfei Zhang

arXiv 2608.13489 · 2026

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Peak-End-Net: A Peak-End Rule Inspired Framework for Generalizable Video Aesthetic Assessment

Geng Li, Haiwen Li, Rui Chen, Jing Tang, Lei Sun, Xiangxiang Chu

ACM MM 2026

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M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning

Haiwen Li, Jing Tang, Rui Chen, Lei Sun, Xiangxiang Chu

EMNLP 2026

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Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image Retrieval

Nan Sun, Jing Tang, Lei Sun, Rui Chen, Yuxing Lu, Xiangxiang Chu, Hefei Ling, Yujun Cai

Findings of ACL 2026

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DreamX-World 1.0: A General-Purpose Interactive World Model

DreamX Team, Yancheng Bai, Rui Chen, Xiangxiang Chu, Rujing Dang, Hao Dou, Bingjie Gao, Qiwen Gu, Siyu Hong, Jiachen Lei, Geng Li, Jifan Li, Ruimin Lin, Qingfeng Shi, Bingze Song, Lei Sun, Jing Tang, Ruitian Tian, Jun Wang, Jiahong Wu, Pengfei Zhang, Shen Zhang, Jiashu Zhu

arXiv 2606.16993 · 2026

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What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation

Zhenlong Yuan, Yue Wang, Dapeng Zhang, Kejin Cui, Rui Chen, Jing Tang, Lei Sun, Hongwei Yu, Chengxuan Qian, Xiangxiang Chu, Shuo Li, Yuyin Zhou

arXiv 2602.11499 · 2026

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Video-CoE: Reinforcing Video Event Prediction via Chain of Events

Qile Su, Jing Tang, Rui Chen, Lei Sun, Xiangxiang Chu

CVPR 2026

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From Scale to Speed: Adaptive Test-Time Scaling for Image Editing

Xiangyan Qu, Zhenlong Yuan, Jing Tang, Rui Chen, Datao Tang, Meng Yu, Lei Sun, Yancheng Bai, Xiangxiang Chu, Gaopeng Gou, Gang Xiong, Yujun Cai

CVPR 2026

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Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools

Zhenlong Yuan, Xiangyan Qu, Chengxuan Qian, Rui Chen, Jing Tang, Lei Sun, Xiangxiang Chu, Dapeng Zhang, Yiwei Wang, Yujun Cai, Shuo Li

ICLR 2026

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AutoDrive-R²: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving

Zhenlong Yuan, Chengxuan Qian, Jing Tang, Rui Chen, Zijian Song, Lei Sun, Xiangxiang Chu, Yujun Cai, Dapeng Zhang, Shuo Li

ICLR 2026

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FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos

Rui Chen, Lei Sun, Jing Tang, Geng Li, Xiangxiang Chu

ACM MM 2025

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Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS

Long Chen, Haizhou Ai, Rui Chen, Zijie Zhuang, Shuang Liu

CVPR 2020

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Learning Lightweight Pedestrian Detector with Hierarchical Knowledge Distillation

Rui Chen, Haizhou Ai, Chong Shang, Long Chen, Zijie Zhuang

ICIP 2019 (Oral)

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Aggregate Tracklet Appearance Features for Multi-Object Tracking

Long Chen, Haizhou Ai, Rui Chen, Zijie Zhuang

IEEE Signal Processing Letters 26(11):1613–1617 · 2019

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Improving Pedestrian Detection in Crowds With Synthetic Occlusion Images

Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Rui Chen

ICME Workshops 2018

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Education