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  • 刘武 ( 特任教授 )

    的个人主页 http://faculty.ustc.edu.cn/liuwu/zh_CN/index.htm

  •   特任教授   博士生导师   硕士生导师
科学研究 当前位置： 中文主页 >> 科学研究

代表论文 (My Google Citations)

  1. Caoyuan Ma, Yu-Lun Liu, Zhixiang Wang, Wu Liu, Xinchen Liu, Zheng Wang: HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses，CVPR 2024

  2. Yu Sun, Lubing Xu, Qian Bao, Wu Liu, Wenpeng Gao, Yili Fu: Learning Monocular Regression of 3D People in Crowds via Scene-Aware Blending and De-Occlusion. IEEE Trans. Multim. 26: 2289-2302 (2024)

  3. Jia Qi, Tengfei Liang, Wu Liu, Yidong Li, Yi Jin: A Generative-Based Image Fusion Strategy for Visible-Infrared Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(1): 518-533 (2024)

  4. Wu Liu, Qian Bao, Yu Sun, Tao Mei: Recent Advances of Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective. ACM Comput. Surv. 55(4): 80:1-80:41 (2023)

  5. Yu Sun, Qian Bao, Wu Liu, Tao Mei, Michael J. Black，TRACE: Temporal Regression of 5D Avatars with Dynamic Cameras in 3D Environments, CVPR 2023: 8856-8866

  6. Mengxue Qu, Yu Wu, Yunchao Wei, Wu Liu, Xiaodan Liang, Yao Zhao: Learning to Segment Every Referring Object Point by Point, CVPR 2023: 3021-3030

  7. Mengxue Qu, Yu Wu, Wu Liu, Xiaodan Liang, Jingkuan Song, Yao Zhao, Yunchao Wei: RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments. NeurIPS 2023

  8. Jinkai Zheng, Xinchen Liu, Shuai Wang, Lihao Wang, Chenggang Yan, Wu Liu: Parsing is All You Need for Accurate Gait Recognition in the Wild. ACM Multimedia 2023: 116-124

  9. Yu Bai, Bo Zhang, Zheng Zhang, Wu Liu, Jinwen Li, Xiangyang Gong, Wendong Wang: CoCa: A Connectivity-Aware Cascade Framework for Histology Gland Segmentation. ACM Multimedia 2023: 1598-1606

  10. Bo Zhang, Yunpeng Tan, Zheng Zhang, Wu Liu, Hui Gao, Zhijun Xi, Wendong Wang: Factorized Omnidirectional Representation based Vision GNN for Anisotropic 3D Multimodal MR Image Segmentation. ACM Multimedia 2023: 1607-1615

  11. Lingxiao He, Xingyu Liao, Wu Liu, Xinchen Liu, Peng Cheng, Tao Mei: FastReID: A Pytorch Toolbox for General Instance Re-identification. ACM Multimedia 2023: 9664-9667

  12. Tengfei Liang, Yi Jin, Wu Liu, Yidong Li: Cross-Modality Transformer With Modality Mining for Visible-Infrared Person Re-Identification. IEEE Trans. Multim. 25: 8432-8444 (2023)

  13. Shanshan Dong, Tian-Zi Niu, Xin Luo, Wu Liu, Xinshun Xu: Semantic Embedding Guided Attention with Explicit Visual Feature Fusion for Video Captioning. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 68:1-68:18 (2023)

  14. Wu Liu, Hailin Shi, Yunchao Wei, Dan Zeng, Nicu Sebe, Jiebo Luo: Introduction to the Special Issue on Trustworthy Multimedia Computing and Applications in Urban Scenes. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 211:1-211:4 (2023)

  15. Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, Michael J. Black: Putting People in their Place: Monocular Regression of 3D People in Depth. CVPR 2022: 13233-13242

  16. Jinkai Zheng, Xinchen Liu, Wu Liu, Lingxiao He, Chenggang Yan, Tao Mei: Gait Recognition in the Wild with Dense 3D Representations and A Benchmark. CVPR 2022: 20196-20205

  17. Mengxue Qu, Yu Wu, Wu Liu, Qiqi Gong, Xiaodan Liang, Olga Russakovsky, Yao Zhao, Yunchao Wei: SiRi: A Simple Selective Retraining Mechanism for Transformer-Based Visual Grounding. ECCV (35) 2022: 546-562

  18. Jinlin Wu, Lingxiao He, Wu Liu, Yang Yang, Zhen Lei, Tao Mei, Stan Z. Li: CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification. ECCV (14) 2022: 549-566

  19. Xiaodong Chen, Wu Liu, Xinchen Liu, Yongdong Zhang, Jungong Han, Tao Mei: MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition. ACM Multimedia 2022: 708-718

  20. Guang Yang, Wu Liu, Xinchen Liu, Xiaoyan Gu, Juan Cao, Jintao Li: Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier Space. ACM Multimedia 2022: 1156-1166

  21. Quanwei Yang, Xinchen Liu, Wu Liu, Hongtao Xie, Xiaoyan Gu, Lingyun Yu, Yongdong Zhang: REMOT: A Region-to-Whole Framework for Realistic Human Motion Transfer. ACM Multimedia 2022: 1128-1137

  22. Jinkai Zheng, Xinchen Liu, Xiaoyan Gu, Yaoqi Sun, Chuang Gan, Jiyong Zhang, Wu Liu, Chenggang Yan: Gait Recognition in the Wild with Multi-hop Temporal Switch. ACM Multimedia 2022: 6136-6145

  23. Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo, Zheng-Jun Zha: Group-aware Label Transfer for Domain Adaptive Person Re-identification. CVPR 2021: 5310-5319

  24. Yu Sun, Qian Bao, Wu Liu, Yili Fu, Michael Black, and Tao Mei: Monocular, One-stage, Regression of Multiple 3D People. ICCV 2021: 11159-11168

  25. Dan Zeng, Yuhang Huang, Qian Bao, Junjie Zhang, Chi Su, Wu Liu: Neural Architecture Search for Joint Human Parsing and Pose Estimation. ICCV 2021: 11365-11374

  26. Xiaodong Chen, Xinchen Liu, Wu Liu, Yongdong Zhang, Xiao-Ping Zhang, Tao Mei: Explainable Person Re-Identification with Attribute-guided Metric Distillation. ICCV 2021: 11793-11802

  27. Min Ren, Lingxiao He, Xingyu Liao, Wu Liu, Yunlong Wang, Tieniu Tan: Learning Instance-level Spatial-Temporal Patterns for Person Re-identification. ICCV 2021: 14910-14919

  28. Yajun Gao, Tengfei Liang, Yi Jin, Xiaoyan Gu, Wu Liu, Yidong Li, Congyan Lang: MSO: Multi-Feature Space Joint Optimization Network for RGB-Infrared Person Re-Identification. ACM MM 2021: 5257-5265

  29. Xiao Wang, Zheng Wang, Wu Liu, Xin Xu, Jing Chen, Chia-Wen Lin, Consistency-Constancy Bi-Knowledge Learning for Pedestrian Detection in Night Surveillance. ACM MM 2021: 4463-4471

  30. Wei Zhang, Lingxiao He, Peng Chen, Xingyu Liao, Wu Liu, Qi Li, Zhenan Sun: Boosting End-to-end Multi-Object Tracking and Person Search via Knowledge Distillation. ACM MM 2021: 1192-1201

  31. Qian Bao, Wu Liu, Yuhao Cheng, Boyan Zhou, Tao Mei: Pose-Guided Tracking-by-Detection: Robust Multi-Person Pose Tracking. IEEE Trans. Multim. 23: 161-175 (2021)

  32. Jianyu Yang, Wu Liu, Junsong Yuan, Tao Mei: Hierarchical Soft Quantization for Skeleton-Based Human Action Recognition. IEEE Trans. Multim. 23: 883-898 (2021)

  33. Qian Bao, Wu Liu, Jun Hong, Lingyu Duan, Tao Mei, Pose-native Network Architecture Search for Multi-person Human Pose Estimation, ACM MM 2020: 592-600

  34. Kecheng Zheng, Wu Liu, Jiawei Liu, Zheng-Jun Zha, Tao Mei, Hierarchical Gumbel Attention Network for Text-based Person Search, ACM MM 2020: 3441-3449

  35. Xinchen Liu, Wu Liu, Jinkai Zheng, Chenggang Yan, Tao Mei,Beyond the Parts: Learning Multi-view Cross-part Correlation for Vehicle Re-identification, ACM MM 2020: 907-915

  36. Boqiang Xu, Lingxiao He, Xingyu Liao, Wu Liu, Zhenan Sun, Tao Mei, Black Re-ID: A Head-shoulder Descriptor for the Challenging Problem of Person Re-Identification, ACM MM 2020: 673-681

  37. Xiaodong Chen, Wu Liu, Xinchen Liu, Yongdong Zhang, Tao Mei, An Instant and Progressive Cross-modality Person Search System, ACM MM 2020, Demo Paper.

  38. Qi Wang, Xinchen Liu, Wu Liu, Wenyin Liu, Tao Mei: MetaSearch: Incremental Product Search via Deep Meta-learning, IEEE Trans. Image Processing 2020, DOI: 10.1109/TIP.2020.3004249

  39. Lingxiao He, Wu Liu: Guided Saliency Feature Learning for Person Re-identification in Crowded Scenes, ECCV 2020: 357-373

  40. Guangrui Li, Guoliang Kang, Wu Liu, Yunchao Wei, Yi Yang: Content-Consistent Matching for Domain Adaptive Semantic Segmentation, ECCV 2020: 440-456

  41. Xiao Wang, Wu Liu, Jun Chen, Xiaobo Wang, Chenggang Yan, Tao Mei: Listen, Look, and Find the One: Robust Person Search with Multimodality Index, ACM Trans. Multimedia Computing, Communications, and Applications 2020, DOI: 10.1145/3380549

  42. Xiao Wang, Jun Chen, Zheng Wang, Wu Liu, Shin’ichi Satoh, Chao Liang, Chia-Wen Lin: When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark, IJCAI 2020: 509-515

  43. Kun Liu, Wu Liu, Huadong Ma, Mingkui Tan, Chuang Gan: A Real-time Action Representation with Temporal Encoding and Deep Compression. IEEE Trans. CSVT 2020, DOI: 10.1109/TCSVT.2020.2984569

  44. Yu Sun, Yun Ye, Wu Liu, Wenpeng Gao, Yili Fu, Tao Mei, “Skeleton-disentangling based Self-attention Temporal Network for Human 3D Mesh Recovery from Monocular Video”, ICCV 2019: 5349-5358

  45. Lingxiao He, Yinggang Wang, Wu Liu, He Zhao, Zhennan Sun, Jiashi Feng, “Foreground-aware Pyramid Reconstruction for Alignment-free Occluded Person Re-identification”, ICCV 2019: 8449-8458

  46. Xinchen Liu, Wu Liu, Meng Zhang, Jingwen Chen, Lianli Gao, Chenggang Yan, Tao Mei, “Social Relation Recognition from Videos via Multi-scale Spatial-Temporal Reasoning”, CVPR 2019: 3566-3574

  47. Weijian Ruan, Wu Liu, Qian Bao, Jun Chen, Yuhao Cheng and Tao Mei, “POINet: Pose-Guided Ovonic Insight Network for Multi-Person Pose Tracking”, ACM MM 2019: 284-292, Oral paper.

  48. Xinchen Liu, Meng Zhang, Wu Liu, Jingkuan Song, Tao Mei: BraidNet: Braiding Semantics and Details for Accurate Human Parsing. ACM Multimedia 2019: 338-346 (CCF A)

  49. Xiangpeng Li, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Heng Tao Shen, Jingkuan Song: Learnable Aggregating Net with Diversity Learning for Video Question Answering. ACM Multimedia 2019: 1166-1174

  50. Meiyu Liang, Junping Du, Wu Liu, Zhe Xue, Yue Geng and Congxian Yang, “Fine-grained Cross-media Representation Learning with Deep Quantization Attention Network”, ACM Multimedia 2019: 1313-1321, Oral paper.

  51. Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen: Deep Recurrent Quantization for Generating Sequential Binary Codes. IJCAI 2019: 912-918

  52. Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen: Structured Two-Stream Attention Network for Video Question Answering. AAAI 2019: 6391-6398

  53. Wan-Jin Yu, Zhen-Duo Chen, Xin Luo, Wu Liu, Xin-Shun Xu: DELTA: A deep dual-stream network for multi-label image classification. Pattern Recognition 91: 322-331 (2019)

  54. Meng Zhang, Xinchen Liu, Wu Liu, Anfu Zhou, Huadong Ma, Tao Mei, “Multi-Granularity Reasoning for Social Relation Recognition from Images”, ICME 2019: 1618-1623

  55. Kun Liu, Wu Liu, Huadong Ma, Wenbing Huang, Xiongxiong Dong: Generalized zero-shot learning for action recognition with web-scale video data. World Wide Web 22(2): 807-824 (2019)

  56. Xinchen Liu, Wu Liu, Tao Mei, Huadong Ma: PROVID: Progressive and Multimodal Vehicle Reidentification for Large-Scale Urban Surveillance. IEEE Trans. Multimedia 20(3): 645-658 (2018) (Best Paper Awards)

  57. Huadong Ma, Wu Liu: A Progressive Search Paradigm for the Internet of Things. IEEE MultiMedia 25(1): 76-86 (2018)

  58. Wu Liu, Cheng Zhang, Huadong Ma, Shuangqun Li: Learning Efficient Spatial-Temporal Gait Features with Deep Learning for Human Identification. Neuroinformatics 16(3-4): 457-471 (2018) (SCI, IF:3.200)

  59. Liang Liu, Wu Liu, Yu Zheng, Huadong Ma, and Cheng Zhang, “Third-Eye: A Mobilephone-Enabled Crowdsensing System for Air Quality Monitoring”, UbiComp 2018: 2(1): 20:1-20:26

  60. Kun Liu, Wu Liu, Chuang Gan, Mingkui Tan, Huadong Ma: T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition. AAAI 2018: 7138-7145

  61. Minghui Zhang, Wu Liu, Huadong Ma: Joint License Plate Super-Resolution and Recognition in One Multi-Task Gan Framework. ICASSP 2018: 1443-1447

  62. Shuangqun Li, Wu Liu, Huadong Ma, Shaopeng Zhu: Beyond View Transformation: Cycle-Consistent Global and Partial Perception Gan for View-Invariant Gait Recognition. ICME 2018: 1-6

  63. Wu Liu, Xinchen Liu, Huadong Ma, Peng Cheng: Beyond Human-level License Plate Super-resolution with Progressive Vehicle Search and Domain Priori GAN. ACM Multimedia 2017: 1618-1626

  64. Jinna Lv, Wu Liu, Meng Zhang, He Gong, Bin Wu, Huadong Ma: Multi-feature Fusion for Predicting Social Media Popularity. ACM Multimedia 2017: 1883-1888 (CCF A)

  65. Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen: Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. IJCAI 2017: 2737-2743

  66. Wu Liu, Huadong Ma, Heng Qi, Dong Zhao, Zhineng Chen, “Deep learning hashing for mobile visual search”, EURASIP J. Image and Video Processing, 2017: 17 (SCI, IF: 1.74)

  67. Xinchen Liu, Wu Liu, Tao Mei, and Huadong Ma, “A Progressive Deep Learning-based Approach to Vehicle Re-identification for Urban Surveillance”, ECCV, 2016, pp. 869-884

  68. Xinchen Liu, Wu Liu, Huadong Ma, Huiyuan Fu, “Large-Scale Vehicle Re-Identification in Urban Surveillance Videos”, IEEE ICME, 2016, pp.1-6 (ICME 2016 Best Student Paper)

  69. Cheng Zhang, Wu Liu, Huadong Ma, Huiyuan Fu, “Siamese Neural Network Based Gait Recognition for Human Identification”, ICASSP, 2016, pp. 2832-2836

  70. Yihong Gao, Huadong Ma, Wu Liu, and Shui Yu, “Cost Optimal Resource Provisioning for Live Video Forwarding across Video Data Centers”, BIGCOM 2016, pp.27-38 (Best Paper Runner-up)

  71. Wu Liu, Tao Mei, Yongdong Zhang, Cherry Che, Jiebo Luo, “Multi-Task Deep Visual-Semantic Embedding for VideoThumbnail Selection”, IEEE CVPR, 2015, pp. 3707-3715

  72. Wu Liu, Tao Mei, Yongdong Zhang. “Instant Mobile Video Search with Layered Audio-Video Indexing and Progressive Transmission,” IEEE Trans. on Multimedia, vol.16, no.8, pp.2242-2255, 2014

  73. Wu Liu, Tao Mei, Yongdong Zhang, Jintao Li and Shipeng Li, “Listen, Look, and Gotcha: Instant Video Search with Mobile Phones by Layered Audio-Video Indexing”，Proc. of ACM Multimedia, 2013, pp. 887-896. (Full paper)

  74. Wu Liu, Yongdong Zhang, Sheng Tang, Jinhui Tang, Richang Hong and Jintao Li, “Accurate Estimation of Human Body Orientation From RGB-D Sensors,” IEEE Transactions on Cybernetics, vol.43, no.5, pp.1442-1452, 2013 (SCI, IF:3.236)

  75. Wu Liu, Feibin Yang, Yongdong Zhang, Qinghua Huang and Tao Mei, “LAVES: An Instant Mobile Video Search System Based on Layered Audio-Video Indexing,” Proc. of ACM Multimedia, 2013, pp. 409-410.

  76. Yicheng Song, Yong-Dong Zhang, Juan Cao, Tian Xia, Wu Liu, Jin-Tao Li, “Web Video Geolocation by Geotagged Social Resources”, IEEE Trans. on Multimedia, 14(2): pp. 456-470, 2012


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