Chen, Rui

51 publications

ICCV 2025 BadVideo: Stealthy Backdoor Attack Against Text-to-Video Generation Ruotong Wang, Mingli Zhu, Jiarong Ou, Rui Chen, Xin Tao, Pengfei Wan, Baoyuan Wu

L4DC 2025 Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots Feihan Li, Abulikemu Abuduweili, Yifan Sun, Rui Chen, Weiye Zhao, Changliu Liu

CVPR 2025 CraftsMan3D: High-Fidelity Mesh Generation with 3D Native Diffusion and Interactive Geometry Refiner Weiyu Li, Jiarui Liu, Hongyu Yan, Rui Chen, Yixun Liang, Xuelin Chen, Ping Tan, Xiaoxiao Long

CVPR 2025 DoRA: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders Rui Chen, Jianfeng Zhang, Yixun Liang, Guan Luo, Weiyu Li, Jiarui Liu, Xiu Li, Xiaoxiao Long, Jiashi Feng, Ping Tan

IJCAI 2025 Exploring Efficient and Effective Sequence Learning for Visual Object Tracking Dongdong Li, Zhinan Gao, Yangliu Kuai, Rui Chen

CVPR 2025 Flexible Group Count Enables Hassle-Free Structured Pruning Jiamu Zhang, Shaochen Zhong, Andrew Ye, Zirui Liu, Sebastian Zhao, Kaixiong Zhou, Li Li, Soo-Hyun Choi, Rui Chen, Xia Hu, Shuai Xu, Vipin Chaudhary

AAAI 2025 From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song

ICCV 2025 Imbalance in Balance: Online Concept Balancing in Generation Models Yukai Shi, Jiarong Ou, Rui Chen, Haotian Yang, Jiahao Wang, Xin Tao, Pengfei Wan, Di Zhang, Kun Gai

NeurIPS 2025 Inexact Column Generation for Bayesian Network Structure Learning via Difference-of-Submodular Optimization Yiran Yang, Rui Chen

CVPR 2025 Koala-36m: A Large-Scale Video Dataset Improving Consistency Between Fine-Grained Conditions and Video Content Qiuheng Wang, Yukai Shi, Jiarong Ou, Rui Chen, Ke Lin, Jiahao Wang, Boyuan Jiang, Haotian Yang, Mingwu Zheng, Xin Tao, Fei Yang, Pengfei Wan, Di Zhang

L4DC 2025 Learn with Imagination: Safe Set Guided State-Wise Constrained Policy Optimization Yifan Sun, Feihan Li, Weiye Zhao, Rui Chen, Tianhao Wei, Changliu Liu

ICCV 2025 MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments Zhixuan Liu, Haokun Zhu, Rui Chen, Jonathan Francis, Soonmin Hwang, Ji Zhang, Jean Oh

ICLRW 2025 ManiSkill3: GPU Parallelized Robot Simulation and Rendering for Generalizable Embodied AI Stone Tao, Fanbo Xiang, Arth Shukla, Yuzhe Qin, Xander Hinrichsen, Xiaodi Yuan, Chen Bao, Xinsong Lin, Yulin Liu, Tse-Kai Chan, Yuan Gao, Xuanlin Li, Tongzhou Mu, Nan Xiao, Arnav Gurha, Viswesh N, Yong Woo Choi, Yen-Ru Chen, Zhiao Huang, Roberto Calandra, Rui Chen, Shan Luo, Hao Su

CVPR 2025 MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Jingcheng Ni, Yuxin Guo, Yichen Liu, Rui Chen, Lewei Lu, Zehuan Wu

NeurIPS 2025 Neighborhood Self-Dissimilarity Attention for Medical Image Segmentation Chen Junren, Rui Chen, Wang-wei, Junlong Cheng, Gang Liang, Zhanglei-Scu, Liangyin Chen

CVPR 2025 Towards Precise Scaling Laws for Video Diffusion Transformers Yuanyang Yin, Yaqi Zhao, Mingwu Zheng, Ke Lin, Jiarong Ou, Rui Chen, Victor Shea-Jay Huang, Jiahao Wang, Xin Tao, Pengfei Wan, Di Zhang, Baoqun Yin, Wentao Zhang, Kun Gai

ICCV 2025 UniMLVG: Unified Framework for Multi-View Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving Rui Chen, Zehuan Wu, Yichen Liu, Yuxin Guo, Jingcheng Ni, Haifeng Xia, Siyu Xia

ICML 2024 Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence Weiye Zhao, Feihan Li, Yifan Sun, Rui Chen, Tianhao Wei, Changliu Liu

AAAI 2024 Adaptive Hardness Negative Sampling for Collaborative Filtering Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen

ECCV 2024 Distributionally Robust Loss for Long-Tailed Multi-Label Image Classification Dekun Lin, Zhe Cui, Rui Chen, Tailai Peng, Xinran Xie, Xiaolin Qin

TMLR 2024 GUARD: A Safe Reinforcement Learning Benchmark Weiye Zhao, Yifan Sun, Feihan Li, Rui Chen, Ruixuan Liu, Tianhao Wei, Changliu Liu

CVPR 2024 GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation Demonstration and Imitation Zifan Wang, Junyu Chen, Ziqing Chen, Pengwei Xie, Rui Chen, Li Yi

CoRL 2024 Meta-Control: Automatic Model-Based Control Synthesis for Heterogeneous Robot Skills Tianhao Wei, Liqian Ma, Rui Chen, Weiye Zhao, Changliu Liu

CVPRW 2024 NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun, Haoning Wu, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, Huacong Zhang, Haiyi Xie, Chengwei Wang, Baoying Chen, Jishen Zeng, Jianquan Yang, Weigang Wang, Xi Fang, Xiaoxin Lv, Jun Yan, Tianwu Zhi, Yabin Zhang, Yaohui Li, Yang Li, Jingwen Xu, Jianzhao Liu, Yiting Liao, Junlin Li, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li, Hossein Motamednia, S. Farhad Hosseini-Benvidi, Ahmad Mahmoudi-Aznaveh, Azadeh Mansouri, Ganzorig Gankhuyag, Kihwan Yoon, Yifang Xu, Haotian Fan, Fangyuan Kong, Shiling Zhao, Weifeng Dong, Haibing Yin, Li Zhu, Zhiling Wang, Bingchen Huang, Avinab Saha, Sandeep Mishra, Shashank Gupta, Rajesh Sureddi, Oindrila Saha, Luigi Celona, Simone Bianco, Paolo Napoletano, Raimondo Schettini, Junfeng Yang, Jing Fu, Wei Zhang, Wenzhi Cao, Limei Liu, Han Peng, Weijun Yuan, Zhan Li, Yihang Cheng, Yifan Deng, Haohui Li, Bowen Qu, Yao Li, Shuqing Luo, Shunzhou Wang, Wei Gao, Zihao Lu, Marcos V. Conde, Xinrui Wang, Zhibo Chen, Ruling Liao, Yan Ye, Qiulin Wang, Bing Li, Zhaokun Zhou, Miao Geng, Rui Chen, Xin Tao, Xiaoyu Liang, Shangkun Sun, Xingyuan Ma, Jiaze Li, Mengduo Yang, Haoran Xu, Jie Zhou, Shiding Zhu, Bohan Yu, Pengfei Chen, Xinrui Xu, Jiabin Shen, Zhichao Duan, Erfan Asadi, Jiahe Liu, Qi Yan, Youran Qu, Xiaohui Zeng, Lele Wang, Renjie Liao

ICLR 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice Jicong Fan, Rui Chen, Zhao Zhang, Chris Ding

TMLR 2024 State-Wise Constrained Policy Optimization Weiye Zhao, Rui Chen, Yifan Sun, Feihan Li, Tianhao Wei, Changliu Liu

ICLR 2024 SweetDreamer: Aligning Geometric Priors in 2D Diffusion for Consistent Text-to-3D Weiyu Li, Rui Chen, Xuelin Chen, Ping Tan

NeurIPS 2023 Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach Zhimeng Jiang, Xiaotian Han, Hongye Jin, Guanchu Wang, Rui Chen, Na Zou, Xia Hu

TMLR 2023 DSpar: An Embarrassingly Simple Strategy for Efficient GNN Training and Inference via Degree-Based Sparsification Zirui Liu, Kaixiong Zhou, Zhimeng Jiang, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu

ICCV 2023 Fantasia3D: Disentangling Geometry and Appearance for High-Quality Text-to-3D Content Creation Rui Chen, Yongwei Chen, Ningxin Jiao, Kui Jia

ICLR 2023 ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills Jiayuan Gu, Fanbo Xiang, Xuanlin Li, Zhan Ling, Xiqiang Liu, Tongzhou Mu, Yihe Tang, Stone Tao, Xinyue Wei, Yunchao Yao, Xiaodi Yuan, Pengwei Xie, Zhiao Huang, Rui Chen, Hao Su

NeurIPS 2023 Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models Through Honeypots Ruixiang Tang, Jiayi Yuan, Yiming Li, Zirui Liu, Rui Chen, Xia Hu

IJCAI 2023 State-Wise Safe Reinforcement Learning: A Survey Weiye Zhao, Tairan He, Rui Chen, Tianhao Wei, Changliu Liu

ICCV 2023 Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization Rui Chen, Qiyu Wan, Pavana Prakash, Lan Zhang, Xu Yuan, Yanmin Gong, Xin Fu, Miao Pan

CVPR 2022 ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Hao Su

ICLR 2022 An Information Fusion Approach to Learning with Instance-Dependent Label Noise Zhimeng Jiang, Kaixiong Zhou, Zirui Liu, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu

CVPRW 2022 Domain Adaptable Normalization for Semi-Supervised Action Recognition in the Dark Zixi Liang, Jiajun Chen, Rui Chen, Bingbing Zheng, Mingyue Zhou, Huaien Gao, Shan Lin

ICLR 2022 EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression Zirui Liu, Kaixiong Zhou, Fan Yang, Li Li, Rui Chen, Xia Hu

ECML-PKDD 2022 Marginal Release Under Multi-Party Personalized Differential Privacy Peng Tang, Rui Chen, Chongshi Jin, Gaoyuan Liu, Shanqing Guo

NeurIPS 2022 TANGO: Text-Driven Photorealistic and Robust 3D Stylization via Lighting Decomposition Yongwei Chen, Rui Chen, Jiabao Lei, Yabin Zhang, Kui Jia

IJCAI 2022 Table2Graph: Transforming Tabular Data to Unified Weighted Graph Kaixiong Zhou, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu

CVPRW 2021 DarkLight Networks for Action Recognition in the Dark Rui Chen, Jiajun Chen, Zixi Liang, Huaien Gao, Shan Lin

NeurIPS 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks Kaixiong Zhou, Xiao Huang, Daochen Zha, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu

IJCAI 2021 Fine-Grained Air Quality Inference via Multi-Channel Attention Model Qilong Han, Dan Lu, Rui Chen

ICML 2021 Integer Programming for Causal Structure Learning in the Presence of Latent Variables Rui Chen, Sanjeeb Dash, Tian Gao

ECCV 2020 Deep Shape from Polarization Yunhao Ba, Alex Gilbert, Franklin Wang, Jinfa Yang, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi

NeurIPS 2020 Towards Deeper Graph Neural Networks with Differentiable Group Normalization Kaixiong Zhou, Xiao Huang, Yuening Li, Daochen Zha, Rui Chen, Xia Hu

CoRL 2019 S4G: Amodal Single-View Single-Shot SE(3) Grasp Detection in Cluttered Scenes Yuzhe Qin, Rui Chen, Hao Zhu, Meng Song, Jing Xu, Hao Su

ECML-PKDD 2017 A Novel Framework for Online Sales Burst Prediction Rui Chen, Jiajun Liu

IJCAI 2016 Browsing Regularities in Hedonic Content Systems Ping Luo, Ganbin Zhou, Jiaxi Tang, Rui Chen, Zhongjie Yu, Qing He

ECML-PKDD 2016 Differentially Private User Data Perturbation with Multi-Level Privacy Controls Yilin Shen, Rui Chen, Hongxia Jin