Chen, Yang

70 publications

ICLR 2026 AceReason-Nemotron 1.1: Advancing Math and Code Reasoning Through SFT and RL Synergy Zihan Liu, Zhuolin Yang, Yang Chen, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping

ICLR 2026 Discrete Latent Features Ablate Adversarial Attack: A Robust Prompt Tuning Framework for VLMs Yang Chen, Yanbin Wei, James Kwok, Yu Zhang

ICLR 2026 IWR-Bench: Can LVLMs Reconstruct Interactive Webpage from a User Interaction Video? Yang Chen, Minghao Liu, Yufan Shen, Yunwen Li, Tianyuan Huang, Xinyu Fang, Tianyu Zheng, Wenxuan Huang, Cheng Yang, Licheng Wen, Xuemeng Yang, Daocheng Fu, Jianbiao Mei, Rong Wu, Song Mao, Qunshu Lin, Zhi Yu, Yongliang Shen, Yu Qiao, Botian Shi

ICLR 2026 Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders Yizhou Wang, Song Mao, Yang Chen, Yufan Shen, Pinlong Cai, Ding Wang, Guohang Yan, Zhi Yu, Yinqiao Yan, Xuming Hu, Botian Shi

TMLR 2026 The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai

NeurIPS 2025 AceReason-Nemotron: Advancing Math and Code Reasoning Through Reinforcement Learning Yang Chen, Zhuolin Yang, Zihan Liu, Chankyu Lee, Peng Xu, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping

AAAI 2025 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-Based Multi-Agent Cooperative Scenarios Huanhuan Yang, Dianxi Shi, Songchang Jin, Guojun Xie, Yang Chen, Chunping Qiu, Shaowu Yang

NeurIPS 2025 Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning Yang Chen, Yirun Zhou, Weizhong Zhang, Cheng Jin

JMLR 2025 Determine the Number of States in Hidden Markov Models via Marginal Likelihood Yang Chen, Cheng-Der Fuh, Chu-Lan Michael Kao

ICCV 2025 DynamicFace: High-Quality and Consistent Face Swapping for Image and Video Using Composable 3D Facial Priors Runqi Wang, Yang Chen, Sijie Xu, Tianyao He, Wei Zhu, Dejia Song, Nemo Chen, Xu Tang, Yao Hu

ICLR 2025 Earlier Tokens Contribute More: Learning Direct Preference Optimization from Temporal Decay Perspective Ruichen Shao, Bei Li, Gangao Liu, Yang Chen, ZhouXiang, Jingang Wang, Xunliang Cai, Peng Li

AAAI 2025 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder Yuhan Zhang, Guoqing Ma, Guangfu Hao, Liangxuan Guo, Yang Chen, Shan Yu

IJCAI 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning Zhijie Rao, Jingcai Guo, Miaoge Li, Yang Chen, Mengzhu Wang

ICCV 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model Yifan Liu, Shengjun Zhang, Chensheng Dai, Yang Chen, Hao Liu, Chen Li, Yueqi Duan

ICML 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization Yang Chen, Long Yang, Yitao Liang, Zhouchen Lin

IJCAI 2025 Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks Hongchang Ke, Yan Ding, Lin Pan, Yang Chen, Jia Zhao

CVPR 2025 Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition Yang Chen, Jingcai Guo, Song Guo, Dacheng Tao

ICML 2025 Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction Yanbin Wei, Xuehao Wang, Zhan Zhuang, Yang Chen, Shuhao Chen, Yulong Zhang, James Kwok, Yu Zhang

CVPR 2025 Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang

AAAI 2025 ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen, Chuwei Luo, Zhaoqing Zhu, Yang Chen, Qi Zheng, Zhi Yu, Jiajun Bu, Cong Yao

NeurIPS 2025 SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors Yang Chen, Hui Wang, Shiyao Wang, Junyang Chen, Jiabei He, Jiaming Zhou, Xi Yang, Yequan Wang, Yonghua Lin, Yong Qin

IJCAI 2025 Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Libo Zhang, Yang Chen, Toru Takisaka, Kaiqi Zhao, Weidong Li, Jiamou Liu

NeurIPS 2025 Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm Yang Chen, Menglin Zou, Jiaqi Zhang, Yitan Zhang, Junyi Yang, Gael Gendron, Libo Zhang, Jiamou Liu, Michael J. Witbrock

ECCV 2024 A Rotation-Invariant Texture ViT for Fine-Grained Recognition of Esophageal Cancer Endoscopic Ultrasound Images Tianyi Liu, Shuaishuai S Zhuang, Jiacheng Nie, Geng Chen, Yusheng Guo, Guangquan Zhou, Jean-Louis Coatrieux, Yang Chen

AAAI 2024 Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction Jianping Zhu, Xin Guo, Yang Chen, Yao Yang, Wenbo Li, Bo Jin, Fei Wu

ICLR 2024 Constrained Decoding for Cross-Lingual Label Projection Duong Minh Le, Yang Chen, Alan Ritter, Wei Xu

AAAI 2024 Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding Zhiqiang Chen, Yang Chen, Xiaolong Zou, Shan Yu

ECCV 2024 DreamMesh: Jointly Manipulating and Texturing Triangle Meshes for Text-to-3D Generation Haibo Yang, Yang Chen, Yingwei Pan, Ting Yao, Zhineng Chen, Zuxuan Wu, Yu-Gang Jiang, Tao Mei

ECCV 2024 Fully Sparse 3D Occupancy Prediction Haisong Liu, Yang Chen, Haiguang Wang, Zetong Yang, Tianyu Li, Jia Zeng, Li Chen, Hongyang Li, Limin Wang

AAAI 2024 Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset Özkan Tan, Michael Witbrock

AAAI 2024 Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection Kaiyi Zhang, Yang Chen, Ximing Yang, Weizhong Zhang, Cheng Jin

ICML 2024 Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective Yang Chen, Cong Fang, Zhouchen Lin, Bing Liu

AAAI 2024 Robust Node Classification on Graph Data with Graph and Label Noise Yonghua Zhu, Lei Feng, Zhenyun Deng, Yang Chen, Robert Amor, Michael Witbrock

ECCV 2024 UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei, Yang Chen, Haonan Chen, Hexiang Hu, Ge Zhang, Jie Fu, Alan Ritter, Wenhu Chen

CVPR 2024 VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation Yang Chen, Yingwei Pan, Haibo Yang, Ting Yao, Tao Mei

ICCV 2023 Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation Mengxue Kang, Jinpeng Zhang, Jinming Zhang, Xiashuang Wang, Yang Chen, Zhe Ma, Xuhui Huang

CVPR 2023 Boosting Verified Training for Robust Image Classifications via Abstraction Zhaodi Zhang, Zhiyi Xue, Yang Chen, Si Liu, Yueling Zhang, Jing Liu, Min Zhang

CVPR 2023 Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li

JMLR 2023 Group SLOPE Penalized Low-Rank Tensor Regression Yang Chen, Ziyan Luo

AAAI 2023 HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image Zhuchen Shao, Yang Chen, Hao Bian, Jian Zhang, Guojun Liu, Yongbing Zhang

ICCV 2023 LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image Zhuchen Shao, Yifeng Wang, Yang Chen, Hao Bian, Shaohui Liu, Haoqian Wang, Yongbing Zhang

AAAI 2023 MSDC: Exploiting Multi-State Power Consumption in Non-Intrusive Load Monitoring Based on a Dual-CNN Model Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu

ICCV 2023 Open-Domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang

NeurIPS 2023 Task-Robust Pre-Training for Worst-Case Downstream Adaptation Jianghui Wang, Yang Chen, Xingyu Xie, Cong Fang, Zhouchen Lin

ICML 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis Hu Sun, Ward Manchester, Meng Jin, Yang Liu, Yang Chen

NeurIPSW 2023 Transformer-Based Large Language Models Are Not General Learners: A Universal Circuit Perspective Yang Chen, Yitao Liang, Zhouchen Lin

AAAI 2023 Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint Zijie Fang, Yang Chen, Yifeng Wang, Zhi Wang, Xiangyang Ji, Yongbing Zhang

AAAI 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection Zhihao Gu, Yang Chen, Taiping Yao, Shouhong Ding, Jilin Li, Lizhuang Ma

ECCV 2022 Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation Guangcong Zheng, Shengming Li, Hui Wang, Taiping Yao, Yang Chen, Shouhong Ding, Xi Li

AAAI 2022 Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning Qiqi Gu, Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Ran Yi

ECCV 2022 Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection Zhihao Gu, Taiping Yao, Yang Chen, Shouhong Ding, Lizhuang Ma

IJCAI 2022 Interpretable AMR-Based Question Decomposition for Multi-Hop Question Answering Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle

IJCAI 2022 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li

AAAI 2022 Proximal PanNet: A Model-Based Deep Network for Pansharpening Xiangyong Cao, Yang Chen, Wenfei Cao

IJCAI 2022 Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu, Taiping Yao, Yang Chen, Ran Yi, Shouhong Ding, Lizhuang Ma

ECML-PKDD 2022 TS-mIoU: A Time Series Similarity Metric Without Mapping Azim Ahmadzadeh, Yang Chen, Krishna Rukmini Puthucode, Ruizhe Ma, Rafal A. Angryk

AAAI 2022 Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images Yiyang Lin, Bowei Zeng, Yifeng Wang, Yang Chen, Zijie Fang, Jian Zhang, Xiangyang Ji, Haoqian Wang, Yongbing Zhang

ICCVW 2021 A Dual-Stream Framework for 3D Mask Face Presentation Attack Detection Shen Chen, Taiping Yao, Ke-Yue Zhang, Yang Chen, Ke Sun, Shouhong Ding, Jilin Li, Feiyue Huang, Rongrong Ji

ICCV 2021 A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen, Yu Wang, Yingwei Pan, Ting Yao, Xinmei Tian, Tao Mei

AAAI 2021 Local Relation Learning for Face Forgery Detection Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Jilin Li, Rongrong Ji

NeurIPS 2021 TransMIL: Transformer Based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang

ECCV 2020 Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li

AAAI 2020 One-Shot Learning for Long-Tail Visual Relation Detection Weitao Wang, Meng Wang, Sen Wang, Guodong Long, Lina Yao, Guilin Qi, Yang Chen

IJCAI 2020 Pay Attention to Devils: A Photometric Stereo Network for Better Details Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong

CVPR 2018 CartoonGAN: Generative Adversarial Networks for Photo Cartoonization Yang Chen, Yu-Kun Lai, Yong-Jin Liu

CVPR 2017 Learning to Rank Retargeted Images Yang Chen, Yong-Jin Liu, Yu-Kun Lai

ICCV 2015 Low-Rank Matrix Factorization Under General Mixture Noise Distributions Xiangyong Cao, Yang Chen, Qian Zhao, Deyu Meng, Yao Wang, Dong Wang, Zongben Xu

WACV 2014 Robust Optical Flow Estimation for Continuous Blurred Scenes Using RGB-Motion Imaging and Directional Filtering Wenbin Li, Yang Chen, JeeHang Lee, Gang Ren, Darren Cosker

AAAI 2013 A Generalized Student-T Based Approach to Mixed-Type Anomaly Detection Yen-Cheng Lu, Feng Chen, Yang Chen, Chang-Tien Lu

CVPR 1994 Surface Description of Complex Objects from Multiple Range Images Yang Chen, Gérard G. Medioni