Associate Professor (Ph.D. Supervisor)

Director of Cognitive Computing and Intelligent Information Processing (CCIIP) Laboratory

BIOGRAPHY

Dr. Wei Wei is an Associate Professor in School of Computer Science and Technology at Huazhong University of Science and Technology (HUST), China. Prior to HUST, he was a Research Fellow in School of Computer and Engineering (SCE), Nanyang Technological University (NTU), from Sep. 2012 to May. 2014, under the supervision of Gao Cong and Chunyan Miao; and a Research Fellow in School of Information Systems (SIS), Singapore Management University (SMU), from Jun. 2014 to Mar.2015, under the supervision of Feida Zhu.

During the PhD, he was a Research Intern in MSRA, from Oct. 2009 to Jun. 2010, under the supervision of Bin Gao and Tieyan Liu; a Research Assistant in NTU, from Sep. 2010 to Mar. 2011, under the supervision of Gao Cong; a Visiting Student in NUS, from Jun. 2011 to Dec. 2011, under the supervision of Tat-seng Chua.

RESEARCH INTEREST

  • Information Retrieval

  • Natural Language Processing

  • Artificial Intelligence

  • Data Mining (Text Mining)

  • Statistics Machine Learning

  • Social Media Analysis and Mining

  • Recommender System

RESEARCH TEAM

I am delightful to work with some great students:

  • Mr. Weiran Pan, Bachelor, 2020.08

  • Mr. Zijian Zhang, Bachelor, 2020.08

  • Mr. Luoluo Gao, Bachelor, 2020.08

  • Mr. Fuqiang Peng, Bachelor, 2020.08

  • Miss. Yuanyuan Huang, Bachelor, 2020.08

  • Miss. Haonan Feng, Bachelor, 2019.12

  • Miss. Shuo Liang, Bachelor, 2019.10

  • Mr. Yuhang Liu, Bachelor, 2019.10

  • Mr. Yifan Liu, Bachelor, 2019.10

  • Mr. Ruihang Zhang, Bachelor, 2019.8

  • Mr. Wei Li, Master, 2019.06

  • Mr. Yangfan, Gao, Master, 2019.04

  • Mr. Hui Zeng, Master, 2019.04

  • Miss. Zanbo Wang, Bachelor, 2018.08

  • Mr. Zhenhai Wang, Bachelor, 2018.10

  • Mr. Jiayi Liu, Bachelor, 2018.07

  • Mr. Chao Hu, Bachelor, 2018.06

  • Mr. Chenwei Xu, Bachelor, 2017.09

  • Mr. Kefu Re, Master, 2018.09


Alumni:

  • Intern

    • Haoyang Yuan, Bachelor,2019.03 -2019.09 (from HUST)

    • Hongxin Liu, Bachelor, 2019.03 -2019.12 (from HUST)

    • XuanLei Zhao, Bachelor, 2019.03 -2019.07 (from HUST)

    • Yuxuan Chen,Bachelor, 2019.03 - 2019.06 (from HUST)

    • Honghao, Liu, Bachelor, 2019.07 - 2019.08 (from WHU)

    • Guoxun Chen, Bachelor, 2018.09 - 2019.03 (from HUST)

    • Chenzhan Shang, Bachelor, 2018.09 - 2019.03 (from HUST)

    • Yazhe Zhang, Bachelor, 2018.09 - 2019.03 (from HUST)

    • Mr. Ling Cheng, Master, 2018.09 - 2019.03 (from FDU)

    • Yunjie Xu, Bachelor, 2018.09 - 2019.01 (from HUST)

    • Miss. Wanning Pan, Bachelor, 2018.08 - 2019.01 (from HUST)

    • Jie Xin, Bachelor, 2018.08-2018.09 (from HUST)

    • Weiying Zhang, Bachelor, 2018.07 - 2018.08 (from NEU)

    • Gang Dong, Bachelor, 2018.06 - 2018.07 (from HUST)

    • Shuqi Zhang, Bachelor, 2017.09 - 2018.01 (from HUST)

    • Ziqiang Wu, Bachelor, 2017.05 - 2018.01 (from HUST)


  • Bachelor

    • Mr. Yunjie Xu, 2020 (Master at CMU)

    • Mr. Jiaxin Yang, 2020 (Master at UBC)

    • Mr. Tong Wang, 2020 (Master at NJU)

    • Mr. Qincheng Zheng, 2020 (Master at NJU, LAMDA Lab)

    • Xiaoshuang Li,2019 (Huawei Inc.)

    • Churui Ni,2019 (Guangzhou air traffic management bureau)

    • Yilin Zhang, 2019 (Megvii)

    • Ziyang Wang, 2019 (Master at HUST)

    • Yichun Yan, 2018 (Master at UMN)

    • Kuan Huang, 2018 (Maseter at SJTU)

    • Zhao Huang, 2018 (Master at HUST)

    • Chenwei Xu, 2018 (Master at HUST)

    • Chaoyu Xue, 2018 (Hundsun Technologies Inc.)

    • Qiantong Tang, 2017 (Master at PKU)

    • Rui Cheng, 2016 (Master at HUST)

    • Xin Zheng, 2017 (Power Grid)

    • Ouzhu Baima, 2016 (Civil Servant)

    • Chan Yu, 2016 (Master at HUST)


  • Master

    • Yiwen Zhang (ME), 2017

    • Yanping Liu, 2018 (ThoughtWorks)

    • Zhanghang Yin, 2018 (WeSure)

    • Yusheng Wang (Baidu Inc.)

    • Li Zou (Ph. D at HUST)

    • Runzhi Xu (Baidu Inc.)

    • Heng Li, Bachelor, 2018.06

    • Zhiyi Chen (Huawei Inc.)

    • Jiaxin Yang (Huawei Inc.)


  • Ph. D

    • Cangyin Luo, PhD, 2015.06-2015.12 (Co-supervised) (worked at CCNU)

    • Hong Li

FUNDING

  • 2019.11 - 2020.03, Principle Investigator (PI) of "Intelligent Financial System ", 700K.

  • 2019.11 - 2020.03, Principle Investigator (PI) of "Intelligent Recommendation", 400K.

  • 2019.01 - 2020.12, Co-Principle Investigator (Co-PI) of "Intelligent Aggregation of Knowledge", 2M.

  • 2018.11 - 2019.03, Principle Investigator (PI) of "Natural Language Processing Tools", 600K.

  • 2018.11 - 2019.03, Principle Investigator (PI) of "Resume Parsing", 200K.

  • 2017.09 - 201809 Principle Investigator (PI) of a joint Laboratory (named Hero) between Huazhong University of Sci. & Tec. and Ronglian Co, Ltd, 1M.

  • 2017.01 - 2019.12, Principle Investigator (PI) of "Topic-Specific Expert Finding in Social Network", NSFC Grant (No.61602197 , Youth Program, 210K)

  • 2016.01 - 2017.12, Principle Investigator (PI) of "Summarization of Community Question-Answering", National Natural Science Foundation of HuBei Province, 50K.

  • 2016.01-2017.12 Principle Investigator (PI) of Fundamental Research Funds for the Central Universities (No. 2016YXMS085), 70K.

  • 2015.04 - 2018.04, HUST University Starup Grant, 150K.

TEACHING

  • Discrete Mathematics, 2020 (Undergraduate)

  • Introduction to Artificial Intelligence, 2019/2020 (Undergraduate)

  • Information Retrieval, 2018/2019/2020 (Undergraduate)

  • Principles of Computer Composition, 2018 (Undergraduate)

  • Data Structure, 2015/2016/2017 (Undergraduate)

  • Key Technology of Mobile Spatio-Temporal Database, 2016 (Doctor)

  • Curriculum Design of Data Structure, 2016 (Undergraduate)

SELECTED PUBLICATIONS

(*=corresponding author)

  • Partial-Softmax Loss based Deep Hashing

Rong-Cheng Tu, Xian-Ling Mao, Jia-Nan Guo, Wei Wei, Heyan Huang

In: Proceedings of the 30th The Web Conference on Artificial Intelligence (WWW'2021). Ljubljana, Slovenia, 2021, to appear.

  • Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation

Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou

In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'2021). Visual Conference. 2021, to appear.

  • Reinforced History Backtracking for Conversational Question Answering

Minghui Qiu, Xinjing Huang, Cen Chen, Feng Ji, Chen Qu, Wei Wei, Jun Huang, Yin Zhang

In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'2021). Visual Conference. 2021, to appear.

  • PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative Dialogue Systems

Tian Lan, Xian-Ling Mao, Wei Wei, Xiaoyan Gao, Heyan Huang

ACM Transactions on Information Systems (TOIS), to appear.

  • Position-Aware Self-Attention based Neural Sequence Labeling

Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang

Pattern Recognition (PR, IF=7.196) , to appear.

  • Node2LV: Squared Lorentzian Representations for Node Proximity

Feng Shanshan, Chen Lisi, Zhao Kaiqi, Wei Wei, Fan Li, Shuo Shang

In: Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE'2021, Poster), to appear.

  • MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic Similarity Structure Reconstructing

Rong-Cheng Tu, Xian-Ling Mao, Wei Wei

In: Proceedings of The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020) , Yokohama, Japan, 2020, to appear.

  • Global Context Enhanced Graph Neural Networks for Session-based Recommendation [Source Code+Data]

Ziyang Wang, Wei Wei*, Gao Cong, Xiaoli-Li, Xian-Ling Mao, Minghui Qiu.

In: Proceedings of the 43th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2020), Xi'an, China, 2020, to appear.

  • Are Noisy Sentences Useless for Distant Supervised Relation Extraction?

Yu-Ming Shang, He-Yan Huang, Xian-Ling Mao, Xin Sun, Wei Wei

In: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'2020). Hilton New York Midtown, New York, USA. 2020, to appear.

  • Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning

Rong-Cheng Tu, Xian-Ling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei and Heyan Huang

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020, to appear.

  • Crowd Counting via Hierarchical Scale Recalibration Network

Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen, Pan Zhou

In: Proceedings of the 24th European Conference on Artificial Intelligence (ECAI'2020), to appear.

  • Fast Discrete Factorization Machine for Personalized Item Recommendation

Shilin Qu, Guibing Guo, Yuan Liu, Yuan Yao, Wei Wei

Knowledge-Based Systems (KBS, IF = 5.101), 2020, to appear.

  • 3D-CNN-SPP: A Patient Risk Prediction System from Electronic Health Records via 3D CNN and Spatial Pyramid Pooling

Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang

IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) 2020, to appear.

  • A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition

Houjin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei, Heyan Huang

IEEE International Conference on Knowledge Graph (ICKG 2020), to appear. [Best Student Paper Award]

  • Stack-VS: Stacked Visual-Semantic Attention for Image Caption Generation

Ling Cheng, Wei Wei*, Yong Liu, Xian-Ling Mao, Chunyan Miao

IEEE ACCESS, 2020, to appear.

  • Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction [Source Code+Data]

Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou and Yuchong Hu

In: Proceedings of the 28th ACM International Conference on Conference on Information and Knowledge Management (CIKM'2019), Beijing, China, 2019.

  • Enhanced 3D convolutional networks for crowd counting

Zhikang Zou, Huiliang Shao, Xiaoye Qu , Wei Wei and Pan Zhou

In: The 30th British Machine Vision Conference (BMVC'2019) , UK, 2019.

  • k-Reciprocal Harmonious Attention Network for Video-Based Person Re-Identification

XinXing Su, XiaoYe Qu, ZhiKAang Zou, Pan Zhou, Wei Wei, ShiPing Wen, MengLan Hu

IEEE ACCESS (IF: 3.557 ), 7(1):22457-22470, 2019.

  • Enhanced Self-coding for Available Mem-cached

Liangfeng Cheng, Yuchong Hu, Wei Wei and Renzhi Xiao

In: The 16th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'2018), 2018.

  • Deep Representation Learning for Trajectory Similarity Computation. [PDF]

Xiucheng Li, Kaiqi Zhao, Gao Cong, Christian S. Jensen, Wei Wei

In: Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE'2018), Paris, Fr, 2018.

  • Topic categorization and representation of health community generated data. [PDF]

Maofu Liu, He Zhang, Huijun Hu, Wei Wei

Multimedia Tools and Applications (MTAP), 76(8), 10575-10597, 2017.

  • Monocular Scene Flow Estimation via Variational method.[PDF]

Degui Xiao, Quiwei Yang, Bing Yang, Wei Wei

Multimedia Tools and Applications (MTAP), 76(8), 10541-10553, 2017.

  • Learning to Find Topic Experts in Twitter via Different Relations. [PDF]

Wei Wei, Gao Cong, Chunyan Miao, Feida Zhu and Guohui Li

IEEE Transactions on Knowledge and Data Engineering (TKDE). 28(7): 1764 -1778, 2016.

  • A Ranking Approach on Large-Scale Graph with Multi-Dimensional Heterogeneous Information. [PDF]

Wei Wei, Bin Gao, Tie-Yan Liu, Taifeng Wang, Guo-Hui Li and Hang Li

IEEE Transactions on Cybernetics (TCYB, IF = 10.387). 46(4): 930-944, 2016.

  • Exploring Heterogeneous Features for Query-focused Summarization of Categorized Community Answers. [PDF]

Wei Wei, ZhaoYan Ming, Liqiang Nie, Guohui Li, Jianjun Li, Feida Zhu, Tianfeng Shang and Changyin Luo

Information Sciences (IS, IF = 5.524). 330: 403-423, 2016.

  • RkNN query Integrity with influence zone. [PDF]

Guohui Li, Changyin Luo, Wei Wei *, Jianjun Li

Information Systems (IS, IF = 2.777). 56:214-231, 2016.

  • Efficient reverse spatial and textual k nearest neighbor queries on road networks. [PDF]

Changyin Luo, Li Junlin, Guohui Li, Wei Wei*, Yanhong Li, Jianjun Li

Knowledge-Based Systems (KBS, IF = 5.101), 93:121-134, 2016.

  • Individual Judgments vs. Consensus: Estimating Query-URL Relevance. [PDF]

Hengjie Song, Yonghui Xu, Huaqing Min, Qingyao Wu, Wei Wei*, Jianshu Weng, Xiaogang Han, Qiang Yang, Jialiang Shi, Jiaqian Gu, Chunyan Miao and Nishida Toyoaki

ACM Transactions on the Web (TWEB), 10(3): 2016, 1-26.

  • Temporal Consistency Maintenance Upon Partitioned Multiprocessor Platforms. [PDF]

Jianjun Li, Jian-Jia Chen, Ming Xiong, Guohui Li, Wei Wei*

IEEE Transactions on Computers (TC), 65(5):1632-1645, 2016.

  • Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation. [PDF]

Yingjie Xia, Qianqian Zhu, Wei Wei

In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'2015), 2015, 227-233 .

  • Exploiting Geographical Neighborhood Characteristics for Location Recommendation. [PDF]

Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao

In: Proceedings of the 23thACM International Conference on Conference on Information and Knowledge Management (CIKM'2014). ShangHai, China, 2014, 739-748.

  • Context-Aware Personal Information Retrieval from Multiple Social Networks. [PDF]

Xiaogang Han,Wei Wei*,Chunyan Miao, Jian-Ping Mei and Hengjie Song

IEEE Computational Intelligence Magazine (CIM, IF = 5.857), 9(2):18-28, 2014.

  • Integrating Community Question and Answer Archives. [PDF]

Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng and Guohui Li

In: Proceedings of the 25thAAAI Conference on Artificial Intelligence (AAAI'2011). San Francisco, California, USA, 2011, 1255-1260.

  • Semi-supervised ranking on very large graphs with rich metadata. [PDF]

Bin Gao, Tie-Yan Liu,Wei Wei*, Taifeng Wang and Hang Li

In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2011). San Diego, CA, USA, 2011, 96-104.

PROFESSIONAL SERVICES


Program Committee Chair/Senior PC


Program Committee Member

  • PC member for ACL-IJCNLP 2021,at Bangkok, Thailand.

  • PC member for NAACL 2021,at Mexico City, Mexico.

  • Senior PC member for IJCAI 2021,at Montreal, Canada.

  • PC member for AAAI 2021,Virtual Conference.

  • PC member for EMNLP 2020,at Barceló Bávaro Convention Centre, Punta Cana, Dominican Republic.

  • PC member for AACL 2020,at Suzhou, China.

  • PC member for COLING 2020,at Barcelona, Spain.

  • PC member for IJCAI 2020,at Yokohama, Japan.

  • PC member for ACL 2020,at Seattle, Washington, USA.

  • PC member for AAAI 2020,at Hilton New York Midtown, New York, USA.

  • PC member for ACL 2019, at Florence, Italy.

  • PC member for IJCAI 2019, at Macao, China.

  • PC member for AAAI 2019, at Honolulu, Hawaii, USA.

  • PC member for EMNLP 2019, at Hongkong, China.

  • PC member for CIKM 2019, at Beijing, China.

  • PC member for NLPCC 2019, at Dunhuang, China.

  • PC member for IJCAI 2018, at Stockholm, Sweden.

  • PC member for ADMA 2017;

  • PC member for ICHI 2015;

  • PC member for SDM 2014;

Invited Journal Reviewer :

  • IEEE Transactions on Knowledge and Data Engineering (TKDE)

  • IEEE Transactions on Computer (TC)

  • ACM Transactions on Intelligent Systems and Technology (TIST)

  • Pattern Recognition (PR)

  • Information Sciences

  • Chinese Journal of Computers

  • IEEE ACCESS