Prof. ZHOU Zimu (周子慕)
Research Output
- 2023
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. 9269-9280Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9On-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. 2878-2891Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4Efficient 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. 418-430Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13- 2022
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 others , 2 Dec 2022, (Online published) In: IEEE/ACM Transactions on Networking.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13POSGen: 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1Fed-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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 25Hu-Fu: A Data Federation System for Secure Spatial Queries
Pan, X., Tong, Y., Xue, C., Zhou, Z., Du, J., Zeng, Y., Shi, Y., & 5 others , Aug 2022, In: Proceedings of the VLDB Endowment. 15, 12, p. 3582-3585Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8Toward 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. 11699-11711Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7ISpray: 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3Unified 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25Hu-Fu: Efficient and Secure Spatial Queries over Data Federation
Tong, Y., Pan, X., Zeng, Y., Shi, Y., Xue, C., Zhou, Z., Zhang, X., & 4 others , Feb 2022, In: Contemporary Mathematics. 15, 6, p. 1159-1172Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26Adaptive 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 11Data 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4Finding 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3p-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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5Stitching 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 others , 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2- 2021
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. 3282-3297Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15Federated 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. 96-103Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10Injecting 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3Pruning-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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3