Prof. ZHOU Zimu (周子慕)

Research Output

  1. 2023
  2. 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: 14
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  3. Published

    Approximate k-Nearest Neighbor Query over Spatial Data Federation

    Zhang, K., Tong, Y., Shi, Y., Zeng, Y., Xu, Y., Chen, L., Zhou, Z., & 3 othersXu, K., Lv, W. & Zheng, Z., 2023, Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023, Proceedings. Wang, X., Sapino, M. L., Han, W., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (eds.). Springer, Cham, p. 351-368 (Lecture Notes in Computer Science; vol. 13943).

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

    Scopus citations: 6
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  4. Published

    Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework

    Shi, D., Zhou, N., Tong, Y., Zhou, Z., Xu, Y. & Xu, K., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. Institute of Electrical and Electronics Engineers, Inc., p. 869-881 (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: 1
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  5. Published

    Distribution-Regularized Federated Learning on Non-IID Data

    Wang, Y., Tong, Y., Zhou, Z., Zhang, R., Pan, S. J., Fan, L. & Yang, Q., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering (ICDE 2023). Institute of Electrical and Electronics Engineers, Inc., p. 2113-2125 (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

    Scopus citations: 11
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  6. Published

    DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization

    Zhang, W., Zhou, Z., Wang, Y. & Tong, Y., 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3396-3408 (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
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  7. Published

    Localised Adaptive Spatial-Temporal Graph Neural Network

    Duan, W., He, X., Zhou, Z., Thiele, L. & Rao, H., 2023, KDD ’23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 448-458 (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: 7
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  8. Published

    Towards Capacity-Aware Broker Matching: From Recommendation to Assignment

    Wei, S., Tong, Y., Zhou, Z., Liu, Q., Zhang, L., Zeng, Y. & Ye, J., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering: ICDE 2023. Institute of Electrical and Electronics Engineers, Inc., p. 776-788 (Proceedings - International Conference on Data Engineering).

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

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  9. 2022
  10. Published

    AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices

    LIU, S., LI, X., ZHOU, Z., GUO, B., ZHANG, M., SHEN, H. & YU, Z., Dec 2022, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 6, 4, 172.

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

    Scopus citations: 6
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  11. 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: 3
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  12. 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: 28
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  13. 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
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  14. 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
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  15. 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
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  16. 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: 28
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  17. 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: 30
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  18. 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
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  19. 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
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  20. 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
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  21. 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: 6
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  22. 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: 3
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