
LI Jie
Chair Professor, Department of Computer Science and Engineering
Information Engineering
lijiecs@sjtu.edu.cn
https://www.cs.sjtu.edu.cn/~lijie/index.html
Dr. Jie Li is a Chair Professor in Computer Science and Engineering, School of Electronic Information and Electrical Engineering, Director of Intelligent Big Data System (iBDSys) Lab., Director of SJTU Blockchain Research Centre, Adjunct Professor of Zhiyuan College with Zhiyuan Honors Program and SJTU Paris Elite Institute of Technology (SPEIT), Shanghai Jiao Tong University (SJTU), Shanghai, China. He serves as the Chief Scientist, Shanghai Key Lab. of Trusted Data Circulation and Governance and Web3. He is an IEEE Fellow, AAIA Fellow, and a Foreign Fellow of the Engineering Academy of Japan (EAJ). He is on the advisory board of Shanghai Frontiers Science Center for Artificial Intelligence and Deep Learning, NYU Shanghai - New York University. He was a full Professor in Department of Computer Science, University of Tsukuba, Japan. He was a visiting Professor in Yale University, USA, Inria Sophia Antipolis and Inria Grenoble-Rhone-Aples, France, during the sabbatical year in September 2014 through August 2015. He has been a visiting Professor/Adjunct Professor of The Chinese University of Hong Kong (CUHK), The Hong Kong Polytechnical University (PolyU), City University of Hong Kong, Tsinghua University, and University of Science and Technology of China (USTC). His current research interests are in Big Data, AI, Blockchain, network systems and security, and smart city.
Research
- Big Data and AI
- Blockchain and Private Preserving Computing
- Network System and Security
- Smart City
Publications
- B Li, L Fan, H Gu, J Li, and Q Yang, FedIPR: Ownership Verification for Federated Deep Neural Network Models, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), pp. 4521 - 4536vol. 45, issue 4, 2023. (CCF-A)
- N Ruan ,H Sun, Z Lou, J Li, A General Quantitative Analysis Framework for Attacks in Blockchain, IEEE/ACM Transactions On Networking (IEEE ToN), accepted (CCF-A)
- X Lu , J Li , C Wu, J Wu, M Daneshmand, Measuring Similarity Between Any Pair of Passengers Using Smart Card Usage Data, IEEE Internet of Things Journal, pp. 1458 - 1468, vol.9, issue 2, 2022
- Y Zhang, X Zhang, J Li, R Qiu, H Xu, Q Ti, Semi-supervised Contrastive Learning with Similarity Co-calibration, IEEE Transactions on Multimedia, early access (CCF-B)
- Y Lin, J Li, S Kimura, Y Yang, Y Ji, Y Cao, Consortium Blockchain based Public Integrity Verification in Cloud Storage for IoT, IEEE Internet of Things Journal, pp. 3978 - 3987, vol. 9, issue 5, 2022
- J Lu, Q Li, B Guo, J Li, Y Shen, G Li, H Su, A Multi-task Oriented Framework for Mobile Computation Offloading, IEEE Transactions on Cloud Computing, pp. 187 - 201, vol. 1, issue 1, 2022 (CCF-B)
- J Lou, Z Tang, S Zhang, W Jia, W Zhao, J Li, Startup-aware Dependent Task Scheduling with Bandwidth Constraints in Edge Computing, IEEE Trans. on Mobile Computing (IEEE TMC), accepted. (CCF-A)
- J Lou, Z Tang, S Zhang, W Jia, W Zhao, J Li, Cost-Effective Scheduling for Dependent Tasks With Tight Deadline Constraints in Mobile Edge Computing, IEEE Trans. on Mobile Computing (IEEE TMC), accepted. (CCF-A)
- H Cai, F Ye, Y Yang, Y Zhu, J Li, F Xiao, Online Pricing and Trading of Private Data in Correlated Queries, IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), 33 (3), 569-585, 2021 (CCF-A)
- Y Wu, W Zheng, Y Zhang, J Li, Reliability-Aware VNF Placement Using a Probability-Based Approach, IEEE Transactions on Network and Service Management 18 (3), 2478-2491, 2021
- Y Cao, Z Zhou, C Zhu, P Duan, X Chen, J Li, A lightweight deep learning algorithm for WiFi-based identity recognition, IEEE Internet of Things Journal 8 (24), 17449-17459, 2021
- Y Lin, J Li, X Jia, K Ren, Multiple�\replica integrity auditing schemes for cloud data storage, Concurrency and Computation: Practice and Experience 33 (7), 2021
- Y Cao, T Wei, B Zhang, N Lin, J Rodrigues, J Li, D Zhang, ML-Net: Multi-Channel lightweight network for detecting myocardial infarction IEEE Journal of Biomedical and Health Informatics 25 (10), 3721-3731 4 2021
- C Wu, Z Liu, F Liu, T Yoshinaga, Y Ji, J Li, Collaborative Learning of Communication Routes in Edge-enabled Multi-access Vehicular Environment, IEEE Transactions on Cognitive Communications and Networking, 2020
- L Xiao, Y Ding, D Jiang, J Huang, D Wang, J Li, HV Poor, A reinforcement learning and blockchain-based trust mechanism for edge networks, IEEE Transactions on Communications 68 (9), 5460-5470, 2020 (CCF-B)
- Y Zhang, J Li, S Kimura, W Zhao, SK Das, Atomic Predicates-Based Data Plane Properties Verification in Software Defined Networking Using Spark IEEE Journal on Selected Areas in Communications (IEEE JSAC), 38 (7), 1308-1321, 2020 (CCF-A)
- Z Du, C Wu, T Yoshinaga, KLA Yau, Y Ji, J Li, Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues, IEEE Open Journal of the Computer Society 1, 45-61, 2020
- E H Mohamed, W H El-Behaidy, G Khoriba, J Li, Improved White Blood Cells Classification based on Pre-trained Deep Learning Models, Journal of Communications Software and Systems 16 (1), 37-45, 2020
- B Myagmar, J Li, S Kimura, Heterogeneous daily living activity learning through domain invariant feature subspace, IEEE Transactions on Big Data 7 (6), 922-929, 2020
- Y Gu, Y Wang, Z Liu, J Liu, J Li, SleepGuardian: An RF-Based Healthcare System Guarding Your Sleep from Afar, IEEE Network 34 (2), 164-171, 2020
- Y Gu, C Wang, J Li, Incremental Image De-raining via Associative Memory, AAAI2023, 2023 (CCF-A)
- R Chen, Z Li, J Li, J Yan, C Wu, On Collective Robustness of Bagging Against Data Poisoning, The Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022 (CCF-A)
- R Chen, J Li, J Yan, P Li, B Sheng, Input specific Robustness Certification for Randomized Smoothing, The 36th AAAI Conference on Artificial Intelligence (AAAI 2022), 2022 (CCF-A)
- Y Zhang,X Zhang, L Xie, J Li, R Qiu, Q Ti, One-bit Active Query with Contrastive Pairs, The 2022 IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2022), 2022 (CCF-A)
- X Yu, R Chen, J Li, J Sun, S Yuan, X Lu, Zero-shot Scene Graph Generation with Knowledge Graph Completion, 2022 The IEEE International Conference on Multimedia & Expo (ICME 2022), 2022 (CCF-B)
- X Yu, J Li, C Wang, S Yuan, Zero-shot Scene Graph Generation with Graph Neural Network, the 26th International Conference on Pattern Recognition (ICPR 2022), 2022
- J Sun, J Li, C Wu, Z Tang, C Wu, ADA-STNET: A Dynamic Adaboost Spatio-temporal Network for Traffic Flow Prediction, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), 2022 (CCF-B)
- C Wang, Y Gu, J Li, X He, Z Zhang, Y Gao, C Wu, Iterative Learning for Distorted Image Restoration, ICASSP2022, 2022 (CCF-B)
- Y Cai, B Han, J Li, N Zhao, J Su, ModelCoder: A Fault Model based Automatic Root Cause Localization Framework for Microservice Systems, 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 2021 (CCF-B)
- X Cao, G Yang, Y Gu, C Wu, J Li, G Xue, M Guo, Y Dong, Y Zhao, EC-Scheduler: A Load-Balanced Scheduler to Accelerate the Straggler Recovery for Erasure Coded Storage Systems, 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 2021 (CCF-B)
- S Yuan, J Li, J Liang, Y C Wu, X Yu, J Chen, Sharding for Blockchain based Mobile Edge Computing System: A Deep Reinforcement Learning Approach, GLOBECOM 2021
- F Xue, J Li, J Liu, C Wu, BWIN: A Bilateral Warping Method for Video Frame Interpolation, 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021
- Y Ding, Y Shi, B Chen, C Lin, H Lu, J Li, R Tang, D Wang, Semi-deterministic and Contrastive Variational Graph Autoencoder for Recommendation, ACM International Conference on Information and Knowledge Management (CIKM), Proceedings, 382-391, 2021 (CCF-B)
- H Cai, F Ye, Y Yang, Y Zhu, J Li, Towards Correlated Queries on Trading of Private Web Browsing History, IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 99-108, 2020 (CCF-A)
- H Qiu, C Wu, J Li, M Guo, T Liu, X He, Y Dong, Y Zhao, EC-Fusion: An Efficient Hybrid Erasure Coding Framework to Improve Both Application and Recovery Performance in Cloud Storage Systems, 2020 IEEE 34th International Parallel and Distributed Processing Symposium (IPDPS 2020) (CCF-B)
Societal Activities
- Fellow of the IEEE
- Member of the IEEE Communications Society (ComSoc), IEEE Computer Society, Vehicular Technology Society (VTS)
- Senior Member of the ACM
- Member of CCF
- Member of the IPSJ (Information Processing Society of Japan)
Awards
- 2022 IHETT (Intelligent industrial convergence in the High-End Think-Tank) Outstanding Contributor Finalist Top 10 in Digital Science and Technology.
- 2021 2nd China AI JinYan Awards -- Outstanding Achievement Award, China AI JinYan Award Committee.
- 2021 World Innovation Award- 5 Global Contributors in Digital Technology, World Innovators Meet (WIM)
- Best Paper in track of Computer Systems, 2020 International Conference on Computer Design
- 2020 Big Data Science and Technology Propagation Leadership Award, Chinese Society for Science and Technology Journalism
- Best Paper Award, 2020 International Conference on Mobility, Sensing, and Networking (MSN 2020)
- Excellent Paper Award, 2019 Big Data Mining and Analytics Journal
- Foreign Fellow, Engineering Academy of Japan (EAJ) (2019)
- 2018 Editorial Excellence and Eminence Award, IEEE Transactions on Cloud Computing
- 2017 IEEE Systems Journal Best Paper Award (only two papers selected from 256 papers published in 2016)
- Outstanding Educational Contribution Award, Faculty of Engineering, Information and Systems, University of Tsukuba, April, 2012.
- Outstanding Leadership Award, the 7th International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2011), December 16-18, 2011.
- Received Certificate of Appreciation for Contributions to the success of WirelessCom 2005 Conference, Maui, Hawaii, June 13-16, 2005 from IEEE WirelessCom 2005.
- Received Certificate of Appreciation for Contributions made in furuthering the objectives of the Symposium as a Program Vice-Chair from WirelessCom 2005 Wireless IP Symposium, 2005.
- 1998 and 1999 Excellent Paper Awards, SIG on Mobile Computing and Wireless Communications, Information Processing Society of Japan
- The First Place, Best Paper Awards (selected from over 500 accepted papers), 1997 IEEE National Aerospace and Electronics Conference (NAECON '97), USA
- Biographical profile listed in the 15th and 16th editions of Marquis Who's Who in the World