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教师名录

贾维嘉 教授

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办公室电话：18521796516

办公地点：电院3号楼404 (贾维嘉， IEEE Fellow 欢迎报考2020/21届研究生！）

电子邮件：jia-wj@cs.sjtu.edu.cn

实验室：

  • 研究兴趣
  • 教育背景
  • 工作经验
  • 教授课程
  • 论文发表
  • 项目资助
  • 获奖信息
  • 学术服务
人工智能，NLP ,  信息提取，边缘计算，无线通信、多媒体通信
●   1978-1982：中南大学计算机科学系，工学学士
●   1982-1984: 中南大学计算机科学系，工学硕士
●   1987-1988： 加拿大渥太华大学计算机科学系访问
●   1988-1991: 中南大学计算机科学系讲师
●   1992-1993： 比利时蒙斯理工学院，哲学博士学位
●   1993.8-1995.8： 德国国家计算机科学中心（GMD)，博士后
●   1995.8-2013： 香港城市大学计算机科学系教授
●   2018-2020.6： 澳门大学计算机讲座教授，数据科学中心主任，智慧城市物联网国家重点实验室副主任
●   2014-：北京师范大学-UIC 人工智能联合研究院院长
●   2014-：上海交通大学计算机科学与工程系致远讲习教授，千人计划
计算机网络； 移动计算；机器学习
近三年论文代表作：
国际期刊：
1.   X. Zhang, T. Liu, P. Li, Weijia Jia*, H. Zhao, “Robust Neural Relation Extraction via Multi-Granularity Noises Reduction”, IEEE Transactions on Knowledge and Data Engineering，2020（early access）.
2.   M. Zhou, X. Wei, S. Kwong, Weijia Jia, B. Fang, "Just Noticeable Distortion-Based Perceptual Rate Control in HEVC", IEEE Transactions on Image Processing, early access, 2020.
3.   Z. Tang, Weijia Jia, X. Zhou, W. Yang, Y. You, “Representation and Reinforcement Learning for Task Scheduling in Edge Computing”, IEEE Transactions on Big Data, early access, 2020/4/27.
4.   Z. Xia, J. Tan, K. Gu, X. Li, Weijia Jia, “IDS Intelligent Configuration Scheme Against Advanced Adaptive Attacks”, IEEE Transactions on Network Science and Engineering (early access), 2020/5/25.
5.   S Ma, S Guo, K Wang, W Jia, M Guo, "A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing," IEEE Transactions on Services Computing, (accepted on 15.1.2020).
6.   Ke Gu, Na Wu, Bo Yin, Weijia Jia, “Secure Data Query Framework for Cloud and Fog Computing”, IEEE Transactions on Network and Service Management, 2019/9/17.
7.   X. Liu, Tian Wang, Weijia Jia, Anfeng Liu, Kaikai Chi, “Quick Convex Hull-Based Rendezvous Planning for Delay-Harsh Mobile Data Gathering in Disjoint Sensor Networks, IEEE Transactions on Systems, Man, and Cybernetics: Systems, (accepted on 2019/9/19).
8.   T Wang, H Luo, W Jia*, A Liu, M Xie, “MTES: An intelligent Trust Evaluation Scheme in Sensor-Cloud enabled Industrial Internet of Things”, IEEE Transactions on Industrial Informatics, 16(3), 2020, pp.2054—2062.
9.   T. Wang, and Weijia Jia, “Bidirectional Prediction based Underwater Data Collection Protocol for End-Edge-Cloud Orchestrated System”, IEEE Transactions on Industrial Informatics, 16(7), July 2020, pp.4791-4799.
10.   Y. Zhang, L. Cui, W. Jia, “Mystique: A Fine-grained and Transparent Congestion Control Enforcement Scheme”, IEEE Trans. Network and Service Management 16(4): 1869-1883 (2019).
11.   W. Yang, K. Wang, N. Ruan, W. Gao, Weijia Jia*, W. Zhao, N. Liu, and Y. Zhang, “Time-sync Video Tag Extraction Using Semantic Association Graph, ACM Trans on Knowledge Discover and Data, 2019 (accepted).
12.   Lin Cui, Fung Po Tso, Song Guo, Weijia Jia, Kaimin Wei, and Wei Zhao, “Enabling Heterogeneous Network Function Chaining”, IEEE Transactions on Parallel & Distributed Systems, 30 (4), 842-854, 2019.
13.   Z. Tang, Xiaojie Zhou, Fuming Zhang, Weijia Jia, and Wei Zhao, “Migration Modeling and Learning Algorithms for Containers in Fog Computing”, IEEE Trans. Services Computing 12(5): 712-725 (2019) 
14.   Tian Wang, Y. Li, G. Wang, J. Cao, M. Z. Bhuiyan, Weijia Jia, “Sustainable and Efficient Data Collection from WSNs to Cloud”, IEEE Transactions on Sustainable Computing, 4(2): 252-262 (2019). 
15.   Weijia Jia, H Peng, N Ruan, Z Tang, W Zhao, “WiFind: Driver fatigue detection with fine-grained Wi-Fi signal features”, IEEE Transactions on Big Data, 2018.
16.   T Wang, Y Liang, Y Yang, G Xu, H Peng, A Liu, W Jia, "An Intelligent Edge-Computing-Based Method to Counter Coupling Problems in Cyber-Physical Systems", IEEE Network 34 (3), 16-22, 2020.
17.   XS Zhang, TY Liu, WJ Jia, Fine-grained relation extraction with focal multi-task learning, 2020/6, Information Sciences, 63(169103).
18.   L Cui, FP Tso, W Jia, Federated Service Chaining: Architecture and Challenges, IEEE Communications Magazine 58 (3), 47-53, 2020.
19.   T Wang, Y Mei, W Jia, X Zheng, G Wang, M Xie, Edge-based differential privacy computing for sensor-cloud systems, Journal of Parallel and Distributed Computing (JPDC), 136, 75-85, 2020.
20.   J Jiang, L Tang, K Gu, WJ Jia, Secure Computing Resource Allocation Framework For Open Fog Computing, The Computer Journal, 63 (4), 567-592, 2020.
21.   W Tu, F Pop, W Jia, J Wu, M Iacono, High-Performance Computing in Edge Computing Networks, Journal of Parallel and Distributed Computing 123, 230, 2019.
22.   T Wang, Y Liang, W Jia, M Arif, A Liu, M Xie, Coupling resource management based on fog computing in smart city systems, Journal of Network and Computer Applications, 135: 11-19 (2019) 
23.   Tian Wang, Wang, Tian; Zhou, Jiyuan; Liu, Anfeng; Bhuiyan, Md Zakirul Alam; Wang, Guojun; Jia, Weijia, "Fog-based Computing and Storage Offloading for Data Synchronization in IoT", IEEE Internet of Things Journal, 6(3): 4272-4282 (2019)
24.   G. Li, He, J.; Peng, S.; Jia, Weijia; W., Cong; N., Jianwei; Yu, S., Energy Efficient Data Collection in Large-scale Internet of Things via Computation Offloading, IEEE Internet of Things Journal, 6(3):4176-4187 (2019)
25.   S. Liu, Weijia Jia, X Pan, Fault-tolerant feedback virtual machine deployment based on user-personalized requirements, Frontiers of Computer Science 12 (4), 682-693, 2019.
26.   K Gu, L Wang, W Jia,  Autonomous Resource Request Transaction Framework Based on Blockchain in Social Network, IEEE Access 7, 43666-43678, 2019.
27.   G Zhang, T Wang, G Wang, A Liu, W Jia, Detection of hidden data attacks combined fog computing and trust evaluation method in sensor??êcloud system, Concurrency and Computation: Practice and Experience, DOI: 10.1002/cpe.5109, 2018.
28.   T Wang, G Zhang, MDZA Bhuiyan, A Liu, W Jia, M Xie, A novel trust mechanism based on fog computing in Sensor-Cloud System, Future Generation Computer Systems  , 2018.
29.   L Cui, FP Tso, W Jia, Enforcing network policy in heterogeneous network function box environment, Computer Networks 138, 108-118, 2018
30.   A Zekri, W Jia, Heterogeneous vehicular communications: A comprehensive study, Ad-Hoc Networks, 75, 52-79, 2018.
31.   S Peng, Y Zhou, L Cao, S Yu, J Niu, W Jia, Influence analysis in social networks: A survey, Journal of Network and Computer Applications, 2018
32.   Z Liu, W Jia, G Wang, Area coverage estimation model for directional sensor networks, International Journal of Embedded Systems 10 (1), 13-21, 2018.

国际会议：
1.   H. Lin, R. Bai, Weijia Jia, X. Yang and Y. You, "Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction," ACM SIGKDD 2020 (accepted, 16.8%)
2.   M Zhao, W Jia, Y Huang, “Attention-Based Aggregation Graph Networks for Knowledge Graph Information Transfer”, Pacific-Asia Conference on Knowledge Discovery and Data Mining, 542-554, 2020.
3.   W. Yang, Weijia Jia, W. Yao, X. Zhou, Y. Luo, “Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments”, CIKM 2019.
4.   W. Yang, Weijia Jia*, X. Zhou, Y. Luo, “Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network”, IJCAI 2019.
5.   Y. You, Weijia Jia*, T. Liu, W. Yang, Improving Abstractive Document Summarization with Salient Information Modeling, Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL), 2132-2141, 2019/7.
6.   X. Zhang, P. Li, Weijia Jia*, H.Zhao, “Multi-labeled Relation Extraction with Attentive Capsule Network”, AAAI, 2019, 7484-7491.
7.   S Ma, S Guo, K Wang, W Jia, M Guo, A cyclic game for joint cooperation and competition of edge resource allocation, 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS).
8.   P. Li, X. Zhang, Weijia Jia?, and H. Zhao, “GAN Driven Semi-distant Supervision for Relation Extraction”, The North American Chapter of the Association for Computational Linguistics, NAACL 2019, Minneapolis, USA, June 2 - 7, 2019.
9.   W. Yang, W. Gao, X. Zhou, Weijia Jia*, S. Zhang, Y. Luo, “Herding Effect based Attention for Personalized Time-Sync Video Recommendation”, IEEE International Conference on Multimedia and Expo (ICME), July 8-12, 2019, Shanghai, China.
10.   T. Liu, X. Zhang, W. Zhou and Weijia Jia*, Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning, Conference on Empirical Methods in Natural Language Processing (EMNLP), Oct. 31–Nov. 4, 2018, Brussels, Belgium.
11.   R. Deng, N. Ruan, R. Jin, Y. Lu, W. Jia, C Su, D Xu, SpamTracer: Manual Fake Review Detection for O2O Commercial Platforms by Using Geolocation Features, International Conference on Information Security and Cryptology, 384-403,2018.
12.   S. Ma, J. Ding and Weijia Jia, TransT: Type-based Multiple Embedding Representations for Knowledge Graph Completion, The European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (Ecml-Pkdd2017), Skopje, Macedonia,18-22 September, 2017 (LNCS0534).
●   0060/2019/A1: Representation and Reinforcement Learning Algorithms and Implementations for Task-Resource Scheduling in Distributed Systems, FDCT: MOP 2,600,000. 2019-2022.
●   Ref No: FDCT/025/2015/AMJ: WInternet国际网络环境合作研究, FDCT: MOP 1,099,000, 2017-2020
●   Ref No: 0007/2018/A1: 三元網絡信息實體感知與知識圖譜構建 (Ternary Networking Information Entity Sensing and Knowledge Graph Completion), FDCT, MOP 2,814,000. 2018-2021
●   Ref No:  MYRG2018-00237-RTO: Sensing and Knowledge Graph Constructions of Big Objects in Cyberspace, University of Macau, MOP: 1,500,000, 2019-2022
●   Ref No CPG2018-00032-FST, project of University of Macau, Total amount: MOP 1,500,000, 2018-2021
●   Ref No: SRG2018-00111-FST: SRG project University of Macau, Total amount: MOP 500,000, 2021-2021.
●   大规模人-机-物实体对象协同感知与关联, Chinese National Research Fund (NSFC) Key Project No. 61532013: RMB 3.5M, 2016-2020.
●   三元空间感知数据的泛在获取与关联表达, National China 973 Sub-Project No. 2015CB352401: RMB 1 M. (Total fund RMB 15M), 2016-2019.
●   异构大数据普适融合理论与技术的研究, Shanghai Scientific Innovation Act of STCSM No.15JC1402400, RMB0.6M. 2016-2019.
●   Environmental Sensing and IoT Design, 985 Project of Shanghai Jiao Tong University with No. WF220103001: RMB 5M, 2014-2018       
●   Fundamental Theory, Model and Method on Semantic Grid, National China 973 Project No. 2003CB317003, RMB 20 M, (Co-PI with funding RMB300k), 2004, Completed.
●   2019:  IEEE Fellow
●   2017: 中國國家教育部科技進步一等獎
●   2016: 中国计算机学会杰出会员
●   2015: 广东省科技进步三等奖
●   2013: 中國國家千人計劃
●   2010/2011：深圳高科技展会最佳产品奖
●   2005: 湖南省科技进步二等奖

●   2018: 澳门大湾区人工智能协会理事长

●   中国计算机学会杰出会员、网络通信分会副主任、普适计算分会专委

●   Keynote speaker: 智慧城市物聯網關鍵技術， MOU Process Plan Conference and Technical Workshop， 2019/1/22-2019/1/23，廣東，珠海。
●   Keynote speaker: 澳門大學智慧城市物聯網及人工智慧研究發展與規劃，澳門大學-中國科學院自動化所人工智能與類腦研究聯合實驗室 - 成立典禮暨聯合研討會，28/2/2019。
●   Keynote speaker: 智慧城市物聯網， 2019粵港澳大灣區5G萬物智聯高端論壇，5/12/2019
●   Keynote speaker: 澳門大學在澳門智慧城市建設中的角色和成果，2019中國質量（深圳）大會，5/12/2019。
●   Keynote speaker: The 11th International Conference on Multimedia and Ubiquitous Engineering (MUE2017), May 22-24, 2017, Seoul, Korea http://www.mue-conference.org/2017。

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