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????2006年3月博士畢業(yè)于中國(guó)科學(xué)院計(jì)算技術(shù)研究所（簡(jiǎn)稱計(jì)算所）后留所工作，2008年3月起先后任副研究員和研究員、碩士生導(dǎo)師和博士生導(dǎo)師，中國(guó)計(jì)算機(jī)學(xué)會(huì)和中國(guó)圖象圖形學(xué)會(huì)多媒體專委會(huì)委員，國(guó)家重點(diǎn)研發(fā)計(jì)劃“社會(huì)治理與智慧社會(huì)科技支撐”專項(xiàng)305項(xiàng)目專家。帶領(lǐng)團(tuán)隊(duì)長(zhǎng)期從事多媒體內(nèi)容分析與檢索、計(jì)算機(jī)視覺(jué)與深度學(xué)習(xí)、模式識(shí)別與人工智能研究；作為負(fù)責(zé)人主持10余項(xiàng)國(guó)家級(jí)科研項(xiàng)目，包括國(guó)家重點(diǎn)研發(fā)計(jì)劃課題、國(guó)家自然科學(xué)基金項(xiàng)目等；發(fā)表多媒體、計(jì)算機(jī)視覺(jué)和人工智能的國(guó)際頂級(jí)會(huì)議和國(guó)際頂級(jí)期刊論文30余篇。研發(fā)的多項(xiàng)圖像視頻分析、檢索與識(shí)別系統(tǒng)已經(jīng)在國(guó)家相關(guān)部門獲得大規(guī)模應(yīng)用。主持了2014年全國(guó)首屆特定音視頻檢索識(shí)別挑戰(zhàn)賽視頻評(píng)測(cè)；帶領(lǐng)團(tuán)隊(duì)在美國(guó)NIST舉辦的視頻檢索國(guó)際評(píng)測(cè)TRECVID 2008和國(guó)際著名的ImageNet大規(guī)模視覺(jué)識(shí)別挑戰(zhàn)賽(ILSVRC 2016)中取得優(yōu)異成績(jī)，并應(yīng)邀做大會(huì)報(bào)告；在CCF A類國(guó)際頂級(jí)會(huì)議ICCV 2019長(zhǎng)尾實(shí)例分割挑戰(zhàn)賽、ACM Multimedia 2021多模態(tài)商品識(shí)別挑戰(zhàn)賽奪冠。榮獲國(guó)家自然科學(xué)二等獎(jiǎng)1項(xiàng)、北京市科學(xué)技術(shù)一等獎(jiǎng)3項(xiàng)、中國(guó)計(jì)算機(jī)學(xué)會(huì)科學(xué)技術(shù)一等獎(jiǎng)1項(xiàng)、中國(guó)電子學(xué)會(huì)科學(xué)技術(shù)一等獎(jiǎng)2項(xiàng)。

期刊文章(CCF A類期刊5篇，CCF B類期刊10篇，*表示通訊作者)：

[1]?Ziyao Huang, Fan Tang, Yong Zhang, Juan Cao, Chengyu Li, Sheng Tang, Jintao Li, Tong-Yee Lee: Identity-Preserving，F(xiàn)ace Swapping via Dual Surrogate Generative Models. ACM Trans. Graph. 43(5): 161:1-19 (2024) .(CCF A類期刊)

[2]?Linghui Li, Yongdong Zhang, Sheng Tang, Lingxi Xie, Xiaoyong Li, Qi Tian; “Adaptive Spatial Location With Balanced Loss for Video Captioning”; IEEE Transactions on Circuits and Systems for Video Technology, 32(1): 17-30, 2022. (CCF B類國(guó)際期刊)

[3]?Lixi Deng, Jingjing Chen, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang, Tat-Seng Chua; “Mixed Dish Recognition With Contextual Relation and Domain Alignment”; IEEE Transactions on Multimedia, 24: 2034-2045,2022. (CCF B類國(guó)際期刊)

[4]?Tianyi Wu, Sheng Tang*, Rui Zhang, Guodong Guo; “Consensus Feature Network for Scene Parsing”；IEEE Transactions on Multimedia, 24: 3208-3217, 2022. (CCF B類國(guó)際期刊)

[5]?Tianyi Wu, Sheng Tang*, Rui Zhang, Juan Cao, Yongdong Zhang; “CGNet: A Light-Weight Context Guided Network for Semantic Segmentation”; IEEE Transactions on Image Processing, 30: 1169-1179, 2021(CCF A類圖像處理國(guó)際頂級(jí)期刊, 高被引論文)

[6]?Rui Zhang, Sheng Tang*, Yongdong Zhang*, Jintao Li, Shuicheng Yan, "Perspective-adaptive Convolutions for Scene Parsing", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 42(4): 909 – 924, April, 2020. (CCF A類人工智能著名國(guó)際頂級(jí)期刊)

[7]?Yu Li, Sheng Tang*, Rui Zhang, Yongdong Zhang, Jintao Li, Shuicheng Yan, “Asymmetric GAN for Unpaired Image-to-image Translation”, IEEE Transactions on Image Processing, 28(12):5881-5896, December, 2019. (CCF A類圖像處理國(guó)際頂級(jí)期刊)

[8]?Yu Li, Sheng Tang*, Min Lin, Yongdong Zhang, Jintao Li, Shuicheng Yan, "Implicit Negative Sub-categorization and Sink Diversion for Object Detection", IEEE Transactions on Image Processing, 27(4):1561-1574, April, 2018.(CCF A類圖像處理國(guó)際頂級(jí)期刊)

[9]?Linghui Li, Sheng Tang*, Lixi Deng, Yongdong Zhang and Qi Tian; “GLA: Global-local Attention for Image Description”, IEEE Transactions on Multimedia, 20(3): 726-737, March, 2018. (CCF B類多媒體國(guó)際期刊)

[10]?Sheng Tang, Yu Li, Lixi Deng, Yong-Dong Zhang; “Object Localization Based on Proposal Fusion”, IEEE Transactions on Multimedia, 19(9):2105-2116, September 2017. (CCF B類多媒體國(guó)際期刊)

[11]?YongDong Zhang, Yu Wang, Sheng Tang*, Steven C. H. Hoi, JinTao Li; “FSpH: Fitted Spectral Hashing Exploring Entropy Maximizing Criterion for Efficient Retrieval”, Computer Vision and Image Understanding (CVIU), Computer Vision and Image Understanding (CVIU), 124: 3-11, 2014. (CCF B類國(guó)際著名期刊)

[12]?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, Oct. 2013. (CCF B類國(guó)際期刊)

[13]?Sheng Tang, Yan-Tao Zheng, Yu Wang and Tat-Seng Chua, “Sparse Ensemble Learning for Concept Detection”, IEEE Transactions on Multimedia, 14(1):43-54, Feb. 2012.?(CCF B類多媒體國(guó)際期刊)

[14]?Hongtao Xie, Ke Gao, Yongdong Zhang, Sheng Tang, Jintao Li, and Yizhi Liu; “Efficient Feature Detection and Effective Post-Verification for Large Scale Near-Duplicate Image Search”, IEEE Transactions on Multimedia, 13(6):1319-1332, Dec. 2011. (CCF B類多媒體國(guó)際期刊)

[15]?Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, and Tat-Seng Chua; “Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos”, IEEE Transactions on Circuits and Systems for Video Technology, 21(9):1193-1202, Sept.2011. (CCF B類國(guó)際期刊)

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會(huì)議文章(國(guó)際頂級(jí)會(huì)議長(zhǎng)文19篇，其中CCF A類會(huì)議15篇，?*表示通訊作者)：

[16]?Haipeng Fang, Sheng Tang, Juan Cao, Enshuo Zhang, Fan Tang, Tong-yee Lee; “Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration”, CVPR 2025 (CCF A類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文, Accepted)

[17]?Ruize Zhang, Sheng Tang*, Juan Cao; “Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation”. In NeurIPS, 2024. (CCF A類機(jī)器學(xué)習(xí)頂級(jí)會(huì)議，通訊作者)

[18]?Zhang Wan, Sheng Tang*, Jiawei Wei, Ruize Zhang, Jun Cao. “DragEntity: Trajectory Guided Video Generation using Entity and Positional Relationships”. In Proc. ACM Multimedia, 2024: 108-116. ( CCF A類多媒體頂級(jí)會(huì)議, Oral, 接收率3.97%，通訊作者)

[19]?Tianyun Yang, Danding Wang, Fan Tang, Xinying Zhao, Juan Cao, Sheng Tang, Progressive Open Space Expansion for Open-Set Model Attribution. CVPR 2023: 15856-15865 (CCF A類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[20]?Zijie Yang, Lingxi Xie, Xinyue Huo, Sheng Tang*, Qi Tian, Yongdong Zhang; “Finding the Host from the Lesion by Iteratively Mining the Registration Graph”; ACM Multimedia 2022: 5913-5922( CCF A類多媒體頂級(jí)會(huì)議)

[21]?Yu Li, Tao Wang, Bingyi Kang, Sheng Tang*, Chunfeng Wang, Jintao Li, Jiashi Feng; “Overcoming Classi?er Imbalance for Long-tail Object Detection with Balanced Group Softmax”; IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA. June 16-18, 2020. (CCF A類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文, Oral)

[22]?Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-seng Chua; “Visual Relation Grounding in Videos”; 16th European Conference on Computer Vision (ECCV'20), 23-28 August 2020. (CCF B類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文, Spotlight)

[23]?Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven Hoi, Jiashi Feng; “The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation”; 16th European Conference on Computer Vision (ECCV'20) : 728-744, 23-28 August 2020. (CCF B類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[24]?Rui Zhang, Sheng Tang*, YongDong Zhang, Jintao Li, Shuicheng Yan; “Scale-adaptive Convolutions for Scene Parsing”, The 2017 IEEE International Conference on Computer Vision (ICCV) 2017, Pages: 2050-2058, Venice, Italy, October 22-29, 2017. (CCF A類計(jì)算機(jī)視覺(jué)國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[25]?Bin Wang, Guojun Qi, Sheng Tang*, Tianzhu Zhang, Yunchao Wei, Linghui Li, Yongdong Zhang; “Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach”, The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Pages: 3663-3669, August 10-16, 2019, Macao, China (CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文).

[26]?Rui Zhang, Sheng Tang*, Luoqi Liu, Yongdong Zhang, Jintao Li, Shuicheng Yan; “High Resolution Feature Recovering for Accelerating Urban Scene Parsing”, The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Pages: 1156-1162, Stockholm, Sweden, July 13-19, 2018(CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[27]?Rui Zhang, Sheng Tang*, Min Lin, Jintao Li, Shuicheng Yan; “Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions”, The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017),Pages:3427-3433,Melbourne, Australia, August 19-25, 2017(CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[28]?Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang; “Zero-shot Learning with Attribute Selection”, The 32th AAAI Conference on Artificial Intelligence (AAAI 2018), February 2-7, 2018, New Orleans, USA. (CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[29]?Xiaohan Ding, Guiguang Ding, Jungong Han, Sheng Tang; “Auto-balanced Filter Pruning for Efficient Convolutional Neural Networks”, The 32th AAAI Conference on Artificial Intelligence (AAAI 2018), February 2 - 7, 2018, New Orleans, USA. (CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[30]?Linghui Li, Sheng Tang*, Lixi Deng, Yongdong Zhang, Qi Tian; “Image Caption with Global-Local Attention”, The 31th AAAI Conference on Artificial Intelligence (AAAI 2017), Pages: 4133-4139, San Francisco, California USA, February 4–9, 2017 (CCF A類人工智能國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[31]?Lixi Deng, Jingjing Chen, Qianru Sun, Xiangnan He, Sheng Tang, Zhaoyan Ming, Yongdong Zhang, Tat Seng Chua; “Mixed-dish Recognition with Contextual Relation Network”, ACM Multimedia 2019, Pages: 112-120, Nice, France, 21-25 October, 2019. (CCF A類多媒體國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[32]?Rui Zhang, Sheng Tang*, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan; “Style Separation and Synthesis via Generative Adversarial Networks”, ACM Multimedia 2018, Pages: 183-191, Oct.22-26, 2018, Seoul, Korea. (CCF A類多媒體國(guó)際頂級(jí)會(huì)議長(zhǎng)文).

[33]?Lixi Deng, Sheng Tang*, Huazhu Fu, Bin Wang, Yongdong Zhang; “Spatiotemporal Breast Mass Detection Network (MD-Net) in 4D DCE-MRI Images”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), LNCS 11767, Pages: 271-279, Oct. 13-17, 2019, Shenzhen, China. (醫(yī)療影像處理國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

[34]?Bin Wang, Guo-Jun Qi, Sheng Tang*, Liheng Zhang, Lixi Deng, Yongdong Zhang; “Automated Pulmonary Nodule Detection: High Sensitivity with Few Candidates”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), LNCS 11071, Pages:759–767, September 16-20, 2018, Granada, Spain. (醫(yī)療影像處理國(guó)際頂級(jí)會(huì)議長(zhǎng)文)

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授權(quán)專利12項(xiàng)：

[1]?唐勝;萬(wàn)大千;曹娟;李錦濤，人物丑化圖像識(shí)別和模型訓(xùn)練方法與裝置, CN202110854800.X，授權(quán)公告日：2024年3月12日

[2]?唐勝;李瑜;李錦濤;曹娟;張勇東，一種長(zhǎng)尾目標(biāo)檢測(cè)方法與系統(tǒng)，CN202010508103.4，授權(quán)公告日：2022年12月6日

[3]?唐勝;伍天意;李錦濤;張勇東，基于一致性特征的場(chǎng)景分割方法和系統(tǒng)，CN201910604601.6，授權(quán)公告日：2022年1月21日

[4]?唐勝;王斌;張勇東，一種基于涂鴉的弱監(jiān)督語(yǔ)義分割方法與系統(tǒng)，CN201910588880.1，授權(quán)公告日：2021年9月7日

[5]?唐勝;伍天意;李錦濤，基于上下文信息指導(dǎo)的場(chǎng)景分割方法和系統(tǒng)，CN201811309249.5，授權(quán)公告日：2021年4月27日

[6]?唐勝;伍天意;李錦濤，基于克羅內(nèi)克卷積的場(chǎng)景分割方法和系統(tǒng)，CN201811309245.7，授權(quán)公告日：2021年4月6日

[7]?唐勝;張蕊;李錦濤，基于特征圖恢復(fù)的場(chǎng)景分割方法和系統(tǒng)，CN201810664250.3，授權(quán)公告日：2020年12月11日

[8]?唐勝;張蕊;李錦濤，融合全局信息的場(chǎng)景分割修正方法與系統(tǒng)，CN201710650525.3，授權(quán)公告日：2020年9月11日

[9]?唐勝;張蕊;李錦濤，融合局部信息的場(chǎng)景分割修正方法與系統(tǒng)，CN201710650541.2，授權(quán)公告日：2020年6月26日

[10]?唐勝;肖俊斌;李錦濤，一種基于目標(biāo)檢測(cè)的視覺(jué)目標(biāo)檢索方法與系統(tǒng)，CN201710574741.4，授權(quán)公告日：2020年6月5日

[11]?唐勝;李靈慧;張勇東;李錦濤，一種生成描述圖像內(nèi)容的自然語(yǔ)言的方法與系統(tǒng)，CN201711265210.3，授權(quán)公告日：2020年1月21日

[12]?唐勝;張勇東;李錦濤;徐作新，字典學(xué)習(xí)、視覺(jué)詞袋特征提取方法及檢索系統(tǒng)，CN201410287639.2，授權(quán)公告日：2017年6月30日