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个人简介

哈尔滨工业大学(深圳)助理教授,鹏城实验室双聘研究学者,中国计算机学会(CCF)会员,曾任新加坡国立大学访问学者,腾讯优图实验室高级研究员。在国际著名学术会议和期刊上共发表论文30余篇,其中包括ICME,TMM等国际一流会议和期刊。与此同时,还是多个著名国际会议及期刊的委员及评委,其中包括IEEE TMM,IEEE TNNLS,IEEE TKDE,IJCAI等国际一流期刊和会议的审稿人。个人主持科研经费超过400万元,当前主持国家自然科学基金1项,广东省自然科学基金1项,参与国家重点研发计划共2项,中央军委重点项目1项。 教育经历 2013年9月-2016年5月 新加坡国立大学 计算学院 访问学者 2011年9月-2017年7月 哈尔滨工业大学 计算机科学与技术专业 博士 2009年9月- 2011年7月 哈尔滨工业大学 计算机科学与技术专业 硕士 2005年9月 - 2009年7月 华南理工大学 软件工程专业 学士 研究与工作经历 2018.06-至今 助理教授 哈尔滨工业大学深圳 2017.12-2018.06 高级研究员 腾讯优图实验室 科研项目 基于多模态数据融合的短视频品牌信息检索和品牌联想挖掘方法研究,国家自然科学基金项目,主持,2020-2022 基于多模态数据融合的短视频品牌数据挖掘方法研究,广东省自然科学基金项目,主持2020-2022 军委XX重点项目,不完全信息XXXXXXX理论及XXXXXXXXX智能算法的研究(XXX为涉密项目),参与,2019-XXXX 基于异构多源信息的安全分析、态势感知与决策关键技术与系统-海量多元异构网络安全数据汇聚、融合、存储管理与共享,国家重点研发计划项目,参与,2018-2021 云计算环境隐私保护关键技术研究,国家重点研发计划项目,参与,2015-2018 基于无人机的交通管理与控制指挥机器人关键技术研发,深圳市技术攻关项目,参与,2017-2020 社会化媒体中品牌相关多媒体内容分析关键技术研究,广东省科技计划项目,参与,2017-2019 相似重删算法研究合作项目,华为公司横向课题,参与,2019-2022 哈工大-平安科技 深港澳金融科技联合研究中心 参与 哈工大-南大通用 新一代数据库技术联合研究中心 参与

研究领域

机器学习、人工智能,主要研究方向是计算机视觉、多媒体信息处理、机器博弈,强化学习

近期论文

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Huale Li,Xuan Wang,Kunchi Li,Fengwei Jia,Yulin Wu,Jiajia Zhang,Shuhan Qi (通讯作者),Scalable sub-game solving for imperfect-information games,Knowledge-Based Systems,231(14)(SCI检索JCR 1区期刊) Fengwei Jia, Xuan Wang, Jian Guan, Huale Li, Chen Qiu, Shuhan Qi (通讯作者):ARank: Toward specific model pruning via advantage rank for multiple salient objects detection. Image and Vision Computing. 111: 104192 (2021)(SCI检索JCR 1区期刊) Mingyan Wu, Shuhan Qi (通讯作者), et.al.Hierarchical Semantic Enhanced Directional Graph Network for Visual Commonsense Reasoning, ACM MM 2021 Accepted (CCF A类会议) Jun Rao,Shuhan Qi (通讯作者), et.al.Watch and Buy: A Practical Solution for Real-time Fashion Product Identification in Live Stream. ACM MM workshop 2021 Accepted (CCF A类会议) Jun Rao, Shuhan Qi (通讯作者), et.al:Student can also be a good teacher: Extracting knowledge from Vision-and-Language model for Cross-Modal Retrieval,CIKM 2021 Accepted(CCF B类会议). Huale Li, Rui Cao, Xuan Wang, Xiaohan Hou, Tao Qian, Fengwei Jia, Jiajia Zhang, Shuhan Qi (通讯作者): AIBPO: Combine the Intrinsic Reward and Auxiliary Task for 3D Strategy Game. Complexity. 2021: 6698231:1-6698231:9 (2021)(SCI检索JCR 2区期刊) Fengwei Jia, Xuan Wang, Jian Guan, Huale Li, Chen Qiu, Shuhan Qi (通讯作者):WRGPruner: A new model pruning solution for tiny salient object detection. Image and Vision Computing. 109: 104143 (2021)(SCI检索JCR 1区期刊) Yifan Li, Xuan Wang, Lei Cui, Jiajia Zhang, Chengkai Huang, Xuan Luo, Shuhan Qi (通讯作者): Autoencoder-based self-supervised hashing for cross-modal retrieval. Multimedia Tools and Application. 80(11): 17257-17274 (2021)(SCI检索JCR 2区期刊) Jiajia Zhang, Xiaozhen Sun, Dandan Zhang, Xuan Wang, Shuhan Qi(通讯作者) Tao Qian, Fittest Survival: An Enhancement Mechanism for Monte Carlo Tree Search, International Journal of Bio-Inspired Computation. (Accepted)(SCI JCR 2区) Chengkai Huang, Xuan Luo, Jiajia,Zhang, Qing Liao, Xuan Wang, Zoe.L, Jiang,Shuhan Qi (通讯作者). Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval[J]. Information Processing & Management Volume 57, Issue 2, March 2020, 102165 (SCI JCR 1区) Fengwei Jia, Xuan Wang, Jian Guan, Qing Liao, Jiajia Zhang, Huale Li, Shuhan Qi (通讯作者). Bi-Connect Net for salient object detection[J]. Neurocomputing Available online 12 December 2019(SCI JCR 1区) Jian Guan, Yifan Li, Jianguo Sun, Xuan Wang, Hainan Zhao, Jiajia Zhang, Zechao Liu, Shuhan Qi(通讯作者): Graph-based supervised discrete image hashing. J. Visual Communication and Image Representation 58: 675-687 (2019) (SCI检索JCR 2区期) Huale Li, Xuan Wang, Shuhan Qi(通讯作者), Yang Liu, Haojie Wang, Fengwei Jia, Jiajia Zhang:Solving Six-Player Games via Online Situation Estimation. ICTAI 2019: 1795-1799(CCF C类会议) Yifan Li, Xuan Wang, Shuhan Qi(通讯作者), et.al Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval, Signal, Image and Video Processing online published, (SCI检索JCR 2区期刊) Jian Guan, Liming Yin, Jianguo Sun, Shuhan Qi, Xuan Wang, Qing Liao: Enhanced Gaze Following via Object Detection and Human Pose Estimation. MMM (2) 2020: 502-513(CCF C类会议) Guoyong Hu, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao; Multi-depth Graph Convolutional Networks for Fake News Detection. NLPCC (1) 2019: 698-710(CCF C类会议) Fengwei Jia, Xuan Wang, Jian Guan, Shuhan Qi, Qing Liao, Huale Li: Bi-directional Features Reuse Network for Salient Object Detection. PRICAI (3) 2019: 29-41(CCF C类会议) Yifan Li, Xuan Wang, Zoe L. Jiang, Shuhan Qi, Xinhui Liu, Qian Chen: RGB-D tracker under Hierarchical structure. CIFEr 2019: 1-6 Quan Zhou,Shuhan Qi(共同一作),Xuan Wang, et.al. Balance The Loss: Improving Deep Hash Via Loss Weighting and Semantic Preserving. IEEE International Conference on Multimedia and Expo 2018.(CCF B类会议) Yi Liu, Xuan Wang, Shuhan Qi(通讯作者), et.al Pixel Meets Region:A Practical Framework for Salient Object Detection. IEEE International Conference on Multimedia and Expo 2018. (CCF B类会议) Shuhan Qi, Xuan Wang, Xi Zhang, Xuemeng Song, Zoe L. Jiang: Scalable graph based non-negative multi-view embedding for image ranking. Neurocomputing 274: 29-36 (2018) (SCI检索JCR 1区期刊) Xiaoqing Luo, Xinyi Li, Pengfei Wang, Shuhan Qi, Jian Guan, Zhancheng Zhang: Infrared and visible image fusion based on NSCT and stacked sparse autoencoders. Multimedia Tools Appl. 77(17): 22407-22431 (2018) (SCI检索JCR 2区期刊) Zawlin Kyaw, Shuhan Qi(共同一作,通讯作者), Ke Gao, Hanwang Zhang, Xuan Wang, and Tat-seng Chua. Matryoshka Peek: Towards Learning Fine-grained, Robust, Discriminative Features for Product Search [J]. IEEE Transactions on Multimedia 2017(SCI检索JCR 1区期刊) Shuhan Qi, Zawlin Kyaw, et.al, Saliency meets Spatial Quantization: A Practical Framework for Large Scale Product Search [C], IEEE International Conference on Multimedia and Expo 2016. (CCF B类会议) Shuhan Qi, Zawlin Kyaw, Xuan Wang, Zoe L Jiang, Jian Guan, Large Scale Product Search with Spatial Quantization and Deep Ranking [J], Multimedia Tools and Application 2017. (SCI检索JCR 2区期刊) Shuhan Qi, Peiguang Jing, et.al, Quality Biased Multimedia Data Retrieval in Microblogs [J]. Journal of Visual Communication and Image Representation. 40: 838-846 (2016)(SCI检索JCR 2区期刊) Shuhan Qi, Fanglin Wang, Xuan Wang, et.al, Multiple level visual semantic fusion method for image re-ranking [J]. Multimedia Systems, 2015: 1-13. (SCI检索JCR 2区期刊) Shuhan Qi, Fanglin Wang, Xuan Wang, et.al, Live multimedia brand-related data identification in microblog [J]. Neurocomputing, 2015, 158: 225-233. (SCI检索JCR 1区期刊) Shuhan Qi, Xuan Wang, Shaohuai Shi, Mixed Precision Method for GPU-based FFT [C]. 2011 IEEE International Conference on Computational Science and Engineering: 580-586. Shuhan Qi, Xuan Wang, Xinxin Li: Improve Coreference Resolution with Parameter Tunable Anaphoricity Identification and Global Optimization [C]. 2011 International Conference on Intelligent Computing (3) 2011: 307-314. Zhenyang Guo, Xuan Wang, Shuhan Qi, Tao Qian, and Jiajia Zhang, Heuristic Sensing: An Uncertainty Exploration Method in Imperfect Information Games, Complexity, DOI:10.1155/2020/8815770(SCI检索JCR 2区期刊) Xixi Huang, Ye Ding, Zoe Lin Jiang, Shuhan Qi, Xuan Wang, Qing Liao: DP-FL: a novel differentially private federated learning framework for the unbalanced data. World Wide Web 23(4): 2529-2545 (2020) Yibing Guo, Yutao Huang, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao: GPU-BTM: A Topic Model for Short Text using Auxiliary Information. DSC 2020: 198-205 Fengwei Jia, Jian Guan, Shuhan Qi, Huale Li, Xuan Wang: A mix-supervised unified framework for salient object detection. Applied Intelligence. 50(9): 2945-2958 (2020)(SCI检索JCR 2区期刊) Yuhai Lan, Xingchun Xiang, Huaixuan Zhang, Shuhan Qi: A Highly Efficient and Robust Method For NNF-Based Template Matching. ICME Workshops 2020: 1-6(CCF B类会议). Guoyong Hu, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao: Multi-depth Graph Convolutional Networks for Fake News Detection. NLPCC (1) 2019: 698-710(CCF C类会议). Fengwei Jia, Xuan Wang, Jian Guan, Shuhan Qi, Qing Liao, Huale Li: Bi-directional Features Reuse Network for Salient Object Detection. PRICAI (3) 2019: 29-41(CCF C类会议). Jian Guan, Liming Yin, Jianguo Sun, Shuhan Qi, Xuan Wang, Qing Liao: Enhanced Gaze Following via Object Detection and Human Pose Estimation. MMM (2) 2020: 502-513(CCF C类会议). Hainan Zhao, Shuhan Qi, et,al. A Joint Appearance Model of SRC and MFH for Multi-Objects Tracking [J]. Neurocomputing 213: 75-83 (2016)(SCI检索JCR 1区期刊) Fanglin Wang, Shuhan Qi, Ge Gao, et.al, Logo information recognition in large-scale social media data[J]. Multimedia Systems, 2016, 22:63-73. (SCI检索JCR 2区期刊) Jian Guan, Xuan Wang, Shuhan Qi, Jing Dong, and Wenwu Wang: Blind Speech Deconvolution via Pretrained Polynomial Dictionary and Sparse Representation[C]. The 2017 Pacific Rim Conference on Multimedia, 2017: 834-843(CCF C类会议). Jian Guan, Xuan Wang, Zongxia Xie, Shuhan Qi, Wenwu Wang: Joint L1-L2 Regularisation for Blind Speech Deconvolution[C]. The 2017 Pacific Rim Conference on Multimedia 2017: 411-420(CCF C类会议). Xinxin Li, Xuan Wang, Shuhan Qi: Coreference Resolution with Loose Transitivity Constraints [C].CoNLL-2011 shared task: W11-1917. (ACL-CoNLL2011) (CCF C类会议)

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