Selected Recent Publications

Journal Publications (Selected)

Conference Publications (Selected)

Journal Publications (Selected)

  1. 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)
  2. 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)
  3. 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
  4. 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)
  5. 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
  6. 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)
  7. 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)
  8. 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)
  9. 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)
  10. 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
  11. 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
  12. Y Lin, J Li, X Jia, K Ren, MultipleŠ\replica integrity auditing schemes for cloud data storage, Concurrency and Computation: Practice and Experience 33 (7), 2021
  13. 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
  14. 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
  15. 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)
  16. 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)
  17. 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
  18. 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
  19. 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
  20. 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

Conference Publications (Selected)

  1. Y Gu, C Wang, J Li, Incremental Image De-raining via Associative Memory, AAAI2023, 2023 (CCF-A)
  2. 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)
  3. 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)
  4. 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)
  5. 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)
  6. 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
  7. 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)
  8. C Wang, Y Gu, J Li, X He, Z Zhang, Y Gao, C Wu, Iterative Learning for Distorted Image Restoration, ICASSP2022, 2022 (CCF-B)
  9. 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)
  10. 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)
  11. 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
  12. 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
  13. 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)
  14. 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)
  15. 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)