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PUBLICATION LIST

Journal Papers

(* indicates corresponding author, ^ indicates equal contribution)

  1. Feng, Fan, Qi Liu, Zhanglin Peng, Ruimao Zhang, Rosa HM Chan, "Community Channel-Net: Efficient channel-wise interactions via community graph topology”, Pattern Recognition ( PR ), 141:109536, 2023 【PDF】

  2. Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang, Tao Luo, Ruimao Zhang, Shuguang Cui, Zhen Li, "Hierarchical Weight Averaging for Deep Neural Networks”, IEEE Transaction on Neural Networks and Learning Systems ( T-NNLS ), 2023 【PDF】

  3. Ziyi Tang, Ruimao Zhang*, Zhanglin Peng, Jinrui Chen, Liang Lin "Multi-Stage Spatio-Temporal Aggregation Transformer for Video Person Re-identification”, IEEE Transaction on Multimedia ( T-MM ), 25:7917-7929, 2023 【PDF】

  4. Yuying Ge, Ruimao Zhang, Ping Luo, "MetaCloth: Learning Unseen Tasks of Dense Fashion Landmark Detection from a Few Samples", IEEE Transactions on Image Processing ( T-IP ), 31:1120 - 1133, 2022 【PDF】

  5. Zhaoyi Yan, Ruimao Zhang, Hongzhi Zhang, Qingfu Zhang, Wangmeng Zuo, "Crowd Counting via Perspective-Guided Fractional-Dilation Convolution", IEEE Transactions on Multimedia ( T-MM ), 24:2633-2647, 2021 【PDF】

  6. Enze Xie, Wenhai Wang, Mingyu Ding, Ruimao Zhang, Ping Luo, "PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond“, IEEE Transactions on Pattern Analysis and Machine Intelligence ( T-PAMI ), 2021 ( IF:17.86 )

  7. Ping Luo, Ruimao Zhang*, Jiamin Ren, Zhanglin Peng, Jingyu Li, "Switchable Normalization for Learning-to-Normalize Deep Representation", IEEE Transactions on Pattern Analysis and Machine Intelligence ( T-PAMI ), 43(2):712-728, 2021 ( IF:17.73 ) 【PDF】【Code】

  8. Wenqi Shao, Jingyu Li, Jiamin Ren, Ruimao Zhang, Xiaogang Wang, Ping Luo "SSN: Learning Sparse Switchable Normalization via SparsestMax " International Journal of Computer Vision，( IJCV ), 128:2107–2125, 2020

  9. Di Lin, Ruimao Zhang, Yuanfeng Ji, Ping Li, Hui Huang, “SCN: Switchable Context Network for Semantic Segmentation of RGB-D Images”, IEEE Transactions on Cybernetics ( T-CYB ), 50(3):1120-1131, 2020

  10. Ruimao Zhang, Liang Lin, Guangrun Wang, Meng Wang, Wangmeng Zuo, “Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions”, IEEE Transactions on Pattern Analysis and Machine Intelligence ( T-PAMI ), 41(3):596 - 610, 2019 ( IF:17.73 )

  11. Ruimao Zhang, Jingyu Li, Hongbin Sun, Yuying Ge, Ping Luo, Xiaogang Wang, Liang Lin, “SCAN: Self-and-Collaborative Attention Network for Video Person Re-identification”, IEEE Transactions on Image Processing ( T-IP ), 28(10):4870-4882, 2019

  12. Ruimao Zhang, Wei Yang, Zhanglin Peng, Pengxu Wei, Xiaogang Wang, Liang Lin, “Progressively Diffused Networks for Semantic Visual Parsing”, Pattern Recognition ( PR ), 90:78-86, 2019

  13. Dongyu Zhang, Wenxi Wu, Hui Cheng, Ruimao Zhang, Zhenjiang Dong, Zhaoquan Cai, "Image-to-Video Person Re-Identification with Temporally Memorized Similarity Learning", IEEE Transactions on Circuits and Systems for Video Technology ( T-CSVT ), 28(10) 2622-2632, 2018

  14. Keze Wang, Dongyu Zhang, Ya Li, Ruimao Zhang, Liang Lin, "Cost-Effective Active Learning for Deep Image Classification", IEEE Transactions on Circuits and Systems for Video Technology ( T-CSVT ), 27(12): 2591-2600, 2017 ( ESI Highly Cited Paper )

  15. Ruimao Zhang, Liang Lin, Rui Zhang, Wangmeng Zuo, Lei Zhang “Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification” IEEE Transactions on Image Processing ( T-IP ), 24(12):4766-4779, 2015 ( ESI Highly Cited Paper )

  16. Liang Lin, Ruimao Zhang, and Xiaohua Duan, "Adaptive Scene Category Discovery with Generative Learning and Compositional Sampling", IEEE Transactions on Circuits and Systems for Video Technology ( T-CSVT ), 25(2): 251-260, 2015

Conference Papers

(* indicates corresponding author, ^ indicates equal contribution)

  1. Jie Yang, Bingliang Li, Ailing Zeng, Lei Zhang, Ruimao Zhang*, "Open-World Human-Object Interaction Detection via Multi-modal Prompts“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2024 【PDF】

  2. Yiran Qin, Enshen Zhou, Qichang Liu, Zhenfei Yin, Lu Sheng*, Ruimao Zhang*,, Yu Qiao, Jing Shao, "MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2024 【PDF】 【Project】 【Youtube】【Bilibili】

  3. Jiong Wang, Fengyu Yang, Wenbo Gou, Bingliang Li, Danqi Yan, Ailing Zeng, Yijun Gao, Junle Wang, Ruimao Zhang*, "FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2024 【PDF】【Project】

  4. Bohao Li, Yuying Ge, Yixiao Ge*, Guangzhi Wang, Rui Wang, Ruimao Zhang*,, Ying Shan, "SEED-Bench-2: Benchmarking Multimodal Large Language Models“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2024 【PDF】 【Hugging Face】

  5. Yuzhou Huang, Liangbin Xie, Xintao Wang*, Ziyang Yuan, Xiaodong Cun, Yixiao Ge, Jiantao Zhou, Chao Dong, Rui Huang, Ruimao Zhang*,, Ying Shan, "SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2024 【PDF】 【Project】

  6. Chaoqun Wang, Yiran Qin, Zijian Kang, Ningning Ma, Ruimao Zhang*, "Toward Accurate Camera-based 3D Object Detection via Cascade Depth Estimation and Calibration“, Proc. of IEEE International Conference on Robotics and Automation ( ICRA ), 2024【PDF】

  7. Chengzhi Cao, Yinghao Fu, Sheng Xu, Ruimao Zhang, Shuang Li, "Enhancing Human-AI Collaboration Through Logic-Guided Reasoning", Proc. of International Conference on Learning Representations( ICLR ), 2024【PDF】

  8. Linglin Jing, Ying Xue, Xu Yan, Chaoda Zheng, Dong Wang, Ruimao Zhang, Zhigang Wang, Hui Fang, Bin Zhao, Zhen Li, "X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge Transfer", Proc. of Association for the Advancement of Artificial Intelligence ( AAAI ), 2024【PDF】

  9. Chengzhi Cao, Chao Yang, Ruimao Zhang, Shuang Li, "Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions“, Proc. of Conference on Neural Information Processing Systems ( NeurIPS ), 2023【PDF】

  10. Jing Lin, Ailing Zeng, Shunlin Lu, Yuanhao Cai, Ruimao Zhang, Haoqian Wang, Lei Zhang, "Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset“, Proc. of Conference on Neural Information Processing Systems ( NeurIPS ), Track Datasets and Benchmarks, 2023 【Homepage】【Code】

  11. Siyue Yao^, Mingjie Sun^, Bingliang Li, Fengyu Yang, Junle Wang, Ruimao Zhang*, "Dance with You: The Diversity Controllable Dancer Generation via Diffusion Models“, Proc. of ACM International Conference on Multimedia ( ACM MM ), 2023【PDF】【Dataset】

  12. Jie Yang, Ailing Zeng*, Feng Li, Shilong Liu, Ruimao Zhang*, Lei Zhang, "Neural Interactive Keypoint Detection“, Proc. of IEEE International Conference on Computer Vision ( ICCV ), 2023 【PDF】 【Code】

  13. Yiran Qin^, Chaoqun Wang^, Zijian Kang, Ningning Ma, Zhen Li, Ruimao Zhang*, "SupFusion: Supervised LiDAR-Camera Fusion for 3D Object Detection“, Proc. of IEEE International Conference on Computer Vision ( ICCV ), 2023 【PDF】【Code】

  14. Yuncheng Jiang, Zixun Zhang, Ruimao Zhang, Guanbin Li, Shuguang Cui, Zhen Li, "YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection“, Proc. of Medical Image Computing and Computer-Assisted Interventions ( MICCAI ), 2023

  15. Jie Yang, Chaoqun Wang, Zhen Li, Junle Wang, Ruimao Zhang*, "Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label Domains“, Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2023 【PDF】【Code】

  16. Ye Zhu, Jie Yang, Siqi Liu, Ruimao Zhang*, "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation", Proc. of Conference on Medical Imaging with Deep Learning( MIDL ), 2023 ( Oral ) 【PDF】【Code】

  17. Jie Yang, Ye Zhu, Chaoqun Wang, Zhen Li, Ruimao Zhang*, "Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency“, Proc. of Conference on Medical Imaging with Deep Learning( MIDL ), 2023 【PDF】

  18. Jie Yang, Ailing Zeng*, Shilong Liu, Feng Li, Ruimao Zhang*, Lei Zhang, "Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation“, Proc. of International Conference on Learning Representations( ICLR ), 2023 【PDF】【Code】【Youtube】

  19. Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang*, Zhen Li*, Lingyan Zhanng, Wanling Ma, Xiang Wan, Ping Luo*, "AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation“, Proc. of Conference on Neural Information Processing Systems ( NeurIPS ), 2022 ( Oral )【PDF】【AMOS Challenge】

  20. Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li, "Let Images Give You More: Point Cloud Cross-Modal Training for Shape Classification“, Proc. of Conference on Neural Information Processing Systems ( NeurIPS ), 2022 ( Spotlight )【PDF】【Code】

  21. Hao Zhang, Ruimao Zhang*, "Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation“, Proc. of Asian Conference on Computer Vision( ACCV ), 2022 【PDF】

  22. Haotian Bai, Ruimao Zhang*, Jiong Wang, Xiang Wan, "Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration“, Proc. of European Conference on Computer Vision( ECCV ), 2022 【PDF】【Code】

  23. Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shenghui Cui, Zhen Li, "2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds“, Proc. of European Conference on Computer Vision( ECCV ), 2022 【PDF】【Code】

  24. Weijie Ma, Ye Zhu, Ruimao Zhang*, Jie Yang, Yiwen Hu, Zhen Li, Li Xiang, "Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency", Proc. of Medical Image Computing and Computer-Assisted Interventions ( MICCAI ), 2022 ( Early Accept ) 【PDF】【Code】

  25. Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo, "End-to-End Dense Video Captioning with Parallel Decoding" Proc. of International Conference on Computer Vision ( ICCV ), 2021 【PDF】【Code】

  26. Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng Wang, Zhen Li, Shuguang Cui, "InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring" Proc. of International Conference on Computer Vision ( ICCV ), 2021 【PDF】【Code】

  27. Yuanfeng Ji, Ruimao Zhang, Huijie Wang, Zhen Li, Ling Yun Wu, Shaoting Zhang, Ping Luo "Multi-Compound Transformer for Accurate Biomedical Image Segmentation" Proc. of Medical Image Computing and Computer-Assisted Interventions ( MICCAI ), 2021 ( Early Accept ) 【PDF】【Code】

  28. Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui, "Shallow Attention Network for Enhanced Small Polyp Segmentation" Proc. of Medical Image Computing and Computer-Assisted Interventions ( MICCAI ), 2021

  29. Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui, "PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery" Proc. of International Joint Conference on Artificial Intelligence ( IJCAI ), 2021

  30. Yuying Ge, Yibing Song, Ruimao Zhang, Congjian Ge, Wei Liu, Ping Luo, "Parser-Free Virtual Try-on via Distilling Appearance Flows" Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2021

  31. Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui, "Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion" Proc. of Association for the Advancement of Artificial Intelligence ( AAAI ), 2021

  32. Xu Yan, Weibing Zhao, Kun Yuan, Ruimao Zhang, Zhen Li, Shuguang Cui, "Towards Content-independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation" Proc. of European Conference on Computer Vision ( ECCV ), 2020

  33. Ruimao Zhang^, Zhanglin Peng^, Lingyun Wu, Zhen Li, Ping Luo, " Exemplar Normalization for Learning Deep Representation ", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2020 【PDF】

  34. Han Yang, Ruimao Zhang, Xiaobao Guo, Wei Liu, Wangmeng Zuo, Ping Luo, "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2020 【PDF】【Code】

  35. Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo, "UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation" Proc. of Medical Image Computing and Computer-Assisted Interventions ( MICCAI ), 2020 ( Early Accept ) 【PDF】

  36. Qin Wang, Weibing Zhao, Ruimao Zhang, Zhen Li, Shuguang Cui, "Progressive Abdominal Segmentation with Adaptively Hard Region Prediction and Feature Enhancement", Proc. of IEEE International Symposium on Biomedical Imaging ( ISBI ), 2020

  37. Zhaoyang Zhang, Jingyu Li, Wenqi Shao, Zhanglin Peng, Ruimao Zhang, Xiaogang Wang, Ping Luo, "Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks", Proc. of IEEE International Conference on Computer Vision ( ICCV ), 2019

  38. Jiangfan Han, Xiaoyi Dong, Ruimao Zhang, Dongdong Chen, Weiming Zhang, Nenghai Yu, Ping Luo, Xiaogang Wang "Once a MAN: Towards Multi-target Attack via Learning Multi-target Adversarial Network Once ", Proc. of IEEE International Conference on Computer Vision ( ICCV ), 2019

  39. Ping Luo, Zhanglin Peng, Wenqi Shao, Ruimao Zhang, Jiamin Ren, Lingyun Wu, "Differentiable Dynamic Normalization for Learning Deep Representation", Proc. of International Conference on Machine Learning ( ICML ), 2019

  40. Yuying Ge, Ruimao Zhang, Lingyun Wu, Xiaogang Wang, Xiaoou Tang, Ping Luo, “DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images”, in Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2019 ( Recommended by LeCun on Twitter )

  41. Wenqi Shao, Tianjian Meng, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, Ping Luo, "SSN: Learning Sparse Switchable Normalization via SparsestMax", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2019

  42. Zhanglin Peng, Jiamin Ren, Ruimao Zhang, Lingyun Wu, Xinjiang Wang, and Ping Luo, "Scheduling Large-scale Distributed Training via Reinforcement Learning", Proc. of International Conference on Big Data ( ICBD ), 2019

  43. Zhanglin Peng, Lingyun Wu, Jiamin Ren, Ruimao Zhang, and Ping Luo， “CUImage: A Neverending Learning Platform on a Convolutional Knowledge Graph of Billion Web Images”， Proc. of International Conference on Big Data ( ICBD ), 2019

  44. Ping Luo, Jiamin Ren, Zhanglin Peng, Ruimao Zhang, Jingyu Li, "Differentiable Learning-to-Normalize via Switchable Normalization", Proc. of International Conference on Learning Representations ( ICLR ), 2019

  45. Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin, "Attentive Crowd Flow Machines", Proc. of ACM International Conference on Multimedia ( ACM MM ), 2018 ( Oral )

  46. Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin, "Geometric Scene Parsing with Hierarchical LSTM", Proc. of International Joint Conference on Artificial Intelligence ( IJCAI ), 2016

  47. Liang Lin, Guangrun Wang, Rui Zhang, Ruimao Zhang, Xiaodan Liang, Wangmeng Zuo, "Deep Structured Scene Parsing by Learning with Sentence Descriptions", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition ( CVPR ), 2016 ( Oral )

  48. Zhanglin Peng, Liang Lin, Ruimao Zhang, and Jing Xu, "Deep Boosting: Layered Feature Mining for General Image Classification", Proc. of IEEE International Conference on Multimedia and Expo ( ICME ), 2014.

  49. Kun Zeng, Ruimao Zhang, Xiaodan Lan, Yan Pan, and Liang Lin, "Color Style Transfer by Constraint Locally Linear Embedding", Proc. of IEEE Conference on Image Processing ( ICIP ), 2011.