Prof. ZHOU Zimu (周子慕)

Research Output

  1. 2023
  2. Efficient and Secure Skyline Queries over Vertical Data Federation

    Zhang, Y., Shi, Y., Zhou, Z., Xue, C., Xu, Y., Xu, K. & Du, J., Sept 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 9, p. 9269-9280

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 9
    Check@CityULib
  3. On-Device Deep Multi-Task Inference via Multi-Task Zipping

    He, X., Wang, X., Zhou, Z., Wu, J., Yang, Z. & Thiele, L., 1 May 2023, In: IEEE Transactions on Mobile Computing. 22, 5, p. 2878-2891

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
    Check@CityULib
  4. Efficient Approximate Range Aggregation over Large-Scale Spatial Data Federation

    Shi, Y., Tong, Y., Zeng, Y., Zhou, Z., Ding, B. & Chen, L., Jan 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 418-430

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
    Check@CityULib
  5. 2022
  6. EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision

    Yang, Z., Wang, X., Wu, J., Zhao, Y., Ma, Q., Miao, X., Zhang, L., & 1 othersZhou, Z., 2 Dec 2022, (Online published) In: IEEE/ACM Transactions on Networking.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
    Check@CityULib
  7. POSGen: Personalized Opening Sentence Generation for Online Insurance Sales

    Li, Y., Zhang, Y., Wu, W., Zhou, Z. & Li, Q., Dec 2022, Proceedings - 2022 IEEE International Conference on Big Data. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 1874-1879 (Proceedings - IEEE International Conference on Big Data, Big Data).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
  8. Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch

    Wang, Y., Tong, Y., Zhou, Z., Ren, Z., Xu, Y., Wu, G. & Lv, W., Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4079-4089 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 25
    Check@CityULib
  9. Hu-Fu: A Data Federation System for Secure Spatial Queries

    Pan, X., Tong, Y., Xue, C., Zhou, Z., Du, J., Zeng, Y., Shi, Y., & 5 othersZhang, X., Chen, L., Xu, Y., Xu, K. & Lv, W., Aug 2022, In: Proceedings of the VLDB Endowment. 15, 12, p. 3582-3585

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
    Check@CityULib
  10. Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car under Naturalistic Condition

    Liu, S., Koch, K., Zhou, Z., Maritsch, M., He, X., Fleisch, E. & Wortmann, F., 15 Jul 2022, In: IEEE Internet of Things Journal. 9, 14, p. 11699-11711

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
    Check@CityULib
  11. ISpray: Reducing Urban Air Pollution with IntelligentWater Spraying

    Cheng, Y., Zhou, Z. & Thiele, L., Mar 2022, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 6, 1, 4.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
    Check@CityULib
  12. Unified Route Planning for Shared Mobility: An Insertion-based Framework

    Tong, Y., Zeng, Y., Zhou, Z., Chen, L. & Xu, K., Mar 2022, In: ACM Transactions on Database Systems. 47, 1, 2.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
    Check@CityULib
  13. Hu-Fu: Efficient and Secure Spatial Queries over Data Federation

    Tong, Y., Pan, X., Zeng, Y., Shi, Y., Xue, C., Zhou, Z., Zhang, X., & 4 othersChen, L., Xu, Y., Xu, K. & Lv, W., Feb 2022, In: Contemporary Mathematics. 15, 6, p. 1159-1172

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 26
    Check@CityULib
  14. Adaptive Task Planning for Large-Scale Robotized Warehouses

    Shi, D., Tong, Y., Zhou, Z., Xu, K., Tan, W. & Li, H., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering: ICDE 2022. Institute of Electrical and Electronics Engineers, Inc., p. 3327-3339 (Proceedings - International Conference on Data Engineering).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 11
    Check@CityULib
  15. Data Source Selection in Federated Learning: A Submodular Optimization Approach

    Zhang, R., Wang, Y., Zhou, Z., Ren, Z., Tong, Y. & Xu, K., 2022, Database Systems for Advanced Applications: 27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022, Proceedings, Part II. Bhattacharya, A., Lee, J., Li, M., Agrawal, D., Reddy, K., Mohania, M., Mondal, A., Goyal, V. & Kiran, R. U. (eds.). Cham: Springer , Vol. Part II. p. 606-614 (Lecture Notes in Computer Science; vol. 13246).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 4
    Check@CityULib
  16. Finding Meta Winning Ticket to Train Your MAML

    Gao, D., Xie, Y., Zhou, Z., Wang, Z., Li, Y. & Ding, B., 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 411-420 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
    Check@CityULib
  17. p-Meta: Towards On-device Deep Model Adaptation

    Qu, Z., Zhou, Z., Tong, Y. & Thiele, L., 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1441-1451 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
    Check@CityULib
  18. Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU

    Wang, Z., He, X., Zhou, Z., Wang, X., Ma, Q., Miao, X., Liu, Z., & 2 othersThiele, L. & Yang, Z., 2022, 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2022. Institute of Electrical and Electronics Engineers, Inc., p. 145-153 (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 2
    Check@CityULib
  19. 2021
  20. AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles

    Liu, S., Du, J., Nan, K., Zhou, Z., Liu, H., Wang, Z. & Lin, Y., 1 Dec 2021, In: IEEE Transactions on Mobile Computing. 20, 12, p. 3282-3297

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
    Check@CityULib
  21. Federated Topic Discovery: A Semantic Consistent Approach

    Shi, Y., Tong, Y., Su, Z., Jiang, D., Zhou, Z. & Zhang, W., Sept 2021, In: IEEE Intelligent Systems. 36, 5, p. 96-103

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
    Check@CityULib
  22. Injecting descriptive meta-information into pre-trained language models with hypernetworks

    Duan, W., He, X., Zhou, Z., Rao, H. & Thiele, L., Sept 2021, Proceedings of the 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021). International Speech Communication Association, p. 3216-3220 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 5).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
    Check@CityULib
  23. Pruning-Aware Merging for Efficient Multitask Inference

    He, X., Gao, D., Zhou, Z., Tong, Y. & Thiele, L., Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 585-595 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
    Check@CityULib
Previous 1 2 3 4 5 6 Next