ML Anthology

He, Ran

91 publications

ICLR 2025 Breaking Mental Set to Improve Reasoning Through Diverse Multi-Agent Debate Yexiang Liu, Jie Cao, Zekun Li, Ran He, Tieniu Tan
CVPR 2025 Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan, Huaibo Huang, Ran He
ICCV 2025 Cooperative Pseudo Labeling for Unsupervised Federated Classification Kuangpu Guo, Lijun Sheng, Yongcan Yu, Jian Liang, Zilei Wang, Ran He
NeurIPS 2025 DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling Yuang Ai, Qihang Fan, Xuefeng Hu, Zhenheng Yang, Ran He, Huaibo Huang
CVPR 2025 Do We Really Need Curated Malicious Data for Safety Alignment in Multi-Modal Large Language Models? Yanbo Wang, Jiyang Guan, Jian Liang, Ran He
AAAI 2025 Exploring Vacant Classes in Label-Skewed Federated Learning Kuangpu Guo, Yuhe Ding, Jian Liang, Zilei Wang, Ran He, Tieniu Tan
ICLR 2025 LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang, Jian Liang, Ran He, Zilei Wang, Tieniu Tan
NeurIPS 2025 MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He
AAAI 2025 Protecting Model Adaptation from Trojans in the Unlabeled Data Lijun Sheng, Jian Liang, Ran He, Zilei Wang, Tieniu Tan
CVPR 2025 R-TPT: Improving Adversarial Robustness of Vision-Language Models Through Test-Time Prompt Tuning Lijun Sheng, Jian Liang, Zilei Wang, Ran He
ICCV 2025 Rectifying Magnitude Neglect in Linear Attention Qihang Fan, Huaibo Huang, Yuang Ai, Ran He
ICCV 2025 Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens Qihang Fan, Huaibo Huang, Mingrui Chen, Ran He
NeurIPS 2025 The Illusion of Progress? a Critical Look at Test-Time Adaptation for Vision-Language Models Lijun Sheng, Jian Liang, Ran He, Zilei Wang, Tieniu Tan
ICCV 2025 Towards Robust Defense Against Customization via Protective Perturbation Resistant to Diffusion-Based Purification Wenkui Yang, Jie Cao, Junxian Duan, Ran He
NeurIPS 2025 VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Chaoyou Fu, Haojia Lin, Xiong Wang, YiFan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He
CVPR 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-Modal LLMs in Video Analysis Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun
NeurIPS 2025 Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs Xuannan Liu, Zekun Li, Zheqi He, Pei Pei Li, Shuhan Xia, Xing Cui, Huaibo Huang, Xi Yang, Ran He
NeurIPS 2025 ZeroPatcher: Training-Free Sampler for Video Inpainting and Editing Shaoshu Yang, Yingya Zhang, Ran He
ICLR 2024 A Hard-to-Beat Baseline for Training-Free CLIP-Based Adaptation Zhengbo Wang, Jian Liang, Lijun Sheng, Ran He, Zilei Wang, Tieniu Tan
CVPR 2024 Backdoor Defense via Test-Time Detecting and Repairing Jiyang Guan, Jian Liang, Ran He
ICML 2024 Connecting the Dots: Collaborative Fine-Tuning for Black-Box Vision-Language Models Zhengbo Wang, Jian Liang, Ran He, Zilei Wang, Tieniu Tan
NeurIPS 2024 Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation Hongbo Wang, Jie Cao, Jin Liu, Xiaoqiang Zhou, Huaibo Huang, Ran He
AAAI 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-Identification Zi Wang, Huaibo Huang, Aihua Zheng, Ran He
NeurIPSW 2024 InfiMM-WebMath-40b: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Xiaotian Han, Yiren Jian, Xuefeng Hu, Haogeng Liu, Yiqi Wang, Qihang Fan, Yuang Ai, Huaibo Huang, Ran He, Zhenheng Yang, Quanzeng You
CVPR 2024 Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration Yuang Ai, Huaibo Huang, Xiaoqiang Zhou, Jiexiang Wang, Ran He
NeurIPS 2024 Not Just Object, but State: Compositional Incremental Learning Without Forgetting Yanyi Zhang, Binglin Qiu, Qi Jia, Yu Liu, Ran He
CVPR 2024 RMT: Retentive Networks Meet Vision Transformers Qihang Fan, Huaibo Huang, Mingrui Chen, Hongmin Liu, Ran He
ICML 2024 Realistic Unsupervised CLIP Fine-Tuning with Universal Entropy Optimization Jian Liang, Lijun Sheng, Zhengbo Wang, Ran He, Tieniu Tan
ECCV 2024 STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yu Yongcan, Lijun Sheng, Ran He, Jian Liang
ICLR 2024 ScaleCrafter: Tuning-Free Higher-Resolution Visual Generation with Diffusion Models Yingqing He, Shaoshu Yang, Haoxin Chen, Xiaodong Cun, Menghan Xia, Yong Zhang, Xintao Wang, Ran He, Qifeng Chen, Ying Shan
ICLR 2024 Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu, Ran He, Zhitao Ying
ICLR 2024 Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks Yanbo Wang, Jian Liang, Ran He
CVPR 2024 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai, Xiaoqiang Zhou, Huaibo Huang, Lei Zhang, Ran He
NeurIPS 2024 Visual Anchors Are Strong Information Aggregators for Multimodal Large Language Model Haogeng Liu, Quanzeng You, Xiaotian Han, Yongfei Liu, Huaibo Huang, Ran He, Hongxia Yang
NeurIPS 2023 Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification Rui Wang, Peipei Li, Huaibo Huang, Chunshui Cao, Ran He, Zhaofeng He
NeurIPS 2023 Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan, Huaibo Huang, Xiaoqiang Zhou, Ran He
CVPR 2023 Mind the Label Shift of Augmentation-Based Graph OOD Generalization Junchi Yu, Jian Liang, Ran He
CVPRW 2023 NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results Mingdeng Cao, Chong Mou, Fanghua Yu, Xintao Wang, Yinqiang Zheng, Jian Zhang, Chao Dong, Gen Li, Ying Shan, Radu Timofte, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Bin Chen, Haoyu Ma, Ming Cheng, Shijie Zhao, Wanwan Cui, Tianyu Xu, Chunyang Li, Long Bao, Heng Sun, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Renlong Wu, Yi Yang, Zhilu Zhang, Shuohao Zhang, Junyi Li, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qian Wang, Hao-Hsiang Yang, Yi-Chung Chen, Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Zebin Zhang, Jiaqi Zhang, Yuhui Wang, Shuhao Cui, Junshi Huang, Li Zhu, Shuman Tian, Wei Yu, Bingchun Luo
CVPRW 2023 NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results Yulun Zhang, Kai Zhang, Zheng Chen, Yawei Li, Radu Timofte, Junpei Zhang, Kexin Zhang, Rui Peng, Yanbiao Ma, Licheng Jia, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Yajun Qiu, Qiang Zhu, Pengfei Li, Qianhui Li, Shuyuan Zhu, Dafeng Zhang, Jia Li, Fan Wang, Chunmiao Li, TaeHyung Kim, Jungkeong Kil, Eon Kim, Yeonseung Yu, Beomyeol Lee, Subin Lee, Seokjae Lim, Somi Chae, Heungjun Choi, Zhi-Kai Huang, YiChung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Ui-Jin Choi, Marcos V. Conde, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Jiayu Wei, Yanfeng Li, Jia Sun, Zhanyi Cheng, Zhiyuan Li, Xu Yao, Xinyi Wang, Danxu Li, Xuan Cui, Jun Cao, Cheng Li, Jianbin Zheng, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
ICCV 2023 Pluralistic Aging Diffusion Autoencoder Peipei Li, Rui Wang, Huaibo Huang, Ran He, Zhaofeng He
ICCV 2023 TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu, Jian Liang, Gengyun Jia, Ziming Yang, Yanhao Zhang, Ran He
NeurIPS 2022 Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks Jiyang Guan, Jian Liang, Ran He
CVPR 2022 DINE: Domain Adaptation from Single and Multiple Black-Box Predictors Jian Liang, Dapeng Hu, Jiashi Feng, Ran He
CVPR 2022 Few-Shot Backdoor Defense Using Shapley Estimation Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao
CVPR 2022 Improving Subgraph Recognition with Variational Graph Information Bottleneck Junchi Yu, Jie Cao, Ran He
AAAI 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-Identification Zi Wang, Chenglong Li, Aihua Zheng, Ran He, Jin Tang
NeurIPS 2022 Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization Huaibo Huang, Xiaoqiang Zhou, Ran He
CVPR 2022 Rethinking Image Cropping: Exploring Diverse Compositions from Global Views Gengyun Jia, Huaibo Huang, Chaoyou Fu, Ran He
ICCV 2021 CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He
CVPR 2021 FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains Jia Li, Zhaoyang Li, Jie Cao, Xingguang Song, Ran He
ICLR 2021 Graph Information Bottleneck for Subgraph Recognition Junchi Yu, Tingyang Xu, Yu Rong, Yatao Bian, Junzhou Huang, Ran He
CVPR 2021 Information Bottleneck Disentanglement for Identity Swapping Gege Gao, Huaibo Huang, Chaoyou Fu, Zhaoyang Li, Ran He
ICCV 2021 Invisible Backdoor Attack with Sample-Specific Triggers Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, Siwei Lyu
CVPR 2021 Memory Oriented Transfer Learning for Semi-Supervised Image Deraining Huaibo Huang, Aijing Yu, Ran He
CVPR 2021 Pareidolia Face Reenactment Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy, Ran He
CVPR 2021 ReMix: Towards Image-to-Image Translation with Limited Data Jie Cao, Luanxuan Hou, Ming-Hsuan Yang, Ran He, Zhenan Sun
ECCV 2020 A Balanced and Uncertainty-Aware Approach for Partial Domain Adaptation Jian Liang, Yunbo Wang, Dapeng Hu, Ran He, Jiashi Feng
NeurIPS 2020 AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection Hao Zhu, Chaoyou Fu, Qianyi Wu, Wayne Wu, Chen Qian, Ran He
IJCAI 2020 Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He
ECCV 2020 Hierarchical Face Aging Through Disentangled Latent Characteristics Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun
ECCV 2020 Informative Sample Mining Network for Multi-Domain Image-to-Image Translation Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun
ECCV 2020 TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search Yibo Hu, Xiang Wu, Ran He
AAAI 2019 Disentangled Variational Representation for Heterogeneous Face Recognition Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun
NeurIPS 2019 Dual Variational Generation for Low Shot Heterogeneous Face Recognition Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He
AAAI 2019 Geometry-Aware Face Completion and Editing Linsen Song, Jie Cao, Lingxiao Song, Yibo Hu, Ran He
IJCAI 2019 Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He
IJCAI 2019 Pedestrian Attribute Recognition by Joint Visual-Semantic Reasoning and Knowledge Distillation Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang
IJCAI 2019 Pose-Preserving Cross Spectral Face Hallucination Junchi Yu, Jie Cao, Yi Li, Xiaofei Jia, Ran He
AAAI 2019 Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang
AAAI 2018 Adversarial Discriminative Heterogeneous Face Recognition Lingxiao Song, Man Zhang, Xiang Wu, Ran He
IJCAI 2018 An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation Yueying Kao, Weiming Li, Zairan Wang, Dongqing Zou, Ran He, Qiang Wang, Minsu Ahn, Sunghoon Hong
AAAI 2018 Anti-Makeup: Learning a Bi-Level Adversarial Network for Makeup-Invariant Face Verification Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan
AAAI 2018 Coupled Deep Learning for Heterogeneous Face Recognition Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan
AAAI 2018 Information-Theoretic Domain Adaptation Under Severe Noise Conditions Wei Wang, Hao Wang, Zhi-Yong Ran, Ran He
NeurIPS 2018 IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis Huaibo Huang, Zhihang Li, Ran He, Zhenan Sun, Tieniu Tan
NeurIPS 2018 Learning a High Fidelity Pose Invariant Model for High-Resolution Face Frontalization Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun
ICCV 2017 Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang, Shu Zhang, Tianyu Li, Ran He
NeurIPS 2017 Deep Supervised Discrete Hashing Qi Li, Zhenan Sun, Ran He, Tieniu Tan
AAAI 2017 Learning Invariant Deep Representation for NIR-VIS Face Recognition Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan
AAAI 2017 Self-Paced Learning: An Implicit Regularization Perspective Yanbo Fan, Ran He, Jian Liang, Bao-Gang Hu
ICCV 2017 Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan
AAAI 2016 Discriminative Analysis Dictionary Learning Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He
IJCAI 2016 Group-Invariant Cross-Modal Subspace Learning Jian Liang, Ran He, Zhenan Sun, Tieniu Tan
AAAI 2016 Simultaneous Feature and Sample Reduction for Image-Set Classification Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan
ICCV 2013 Learning Coupled Feature Spaces for Cross-Modal Matching Kaiye Wang, Ran He, Wei Wang, Liang Wang, Tieniu Tan
ICCV 2013 Robust Subspace Clustering via Half-Quadratic Minimization Yingya Zhang, Zhenan Sun, Ran He, Tieniu Tan
CVPR 2012 L2, 1 Regularized Correntropy for Robust Feature Selection Ran He, Tieniu Tan, Liang Wang, Wei-Shi Zheng
CVPR 2011 Nonnegative Sparse Coding for Discriminative Semi-Supervised Learning Ran He, Wei-Shi Zheng, Bao-Gang Hu, Xiangwei Kong
CVPR 2011 Recovery of Corrupted Low-Rank Matrices via Half-Quadratic Based Nonconvex Minimization Ran He, Zhenan Sun, Tieniu Tan, Wei-Shi Zheng
AAAI 2010 Two-Stage Sparse Representation for Robust Recognition on Large-Scale Database Ran He, Bao-Gang Hu, Wei-Shi Zheng, Yanqing Guo
CVPR 2008 Face Shape Recovery from a Single Image Using CCA Mapping Between Tensor Spaces Zhen Lei, Qinqun Bai, Ran He, Stan Z. Li