Prof. ZHOU Zimu (周子慕)

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 28

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 11

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 4

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 6

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 others, Thiele, 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5