Prof. ZHOU Zimu (周子慕)

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

A Differentially Private Task Planning Framework for Spatial Crowdsourcing

Tao, Q., Tong, Y., Li, S., Zeng, Y., Zhou, Z. & Xu, K., 2021, Proceedings - 2021 22nd IEEE International Conference on Mobile Data Management. Institute of Electrical and Electronics Engineers, Inc., p. 9-18 (Proceedings - IEEE International Conference on Mobile Data Management).

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

Scopus citations: 4

EdgeDuet: Tiling small object detection for edge assisted autonomous mobile vision

Wang, X., Yang, Z., Wu, J., Zhao, Y. & Zhou, Z., 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers, Inc., 10 p. (Proceedings - IEEE INFOCOM).

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

Scopus citations: 38

Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena

Chengi, H., Wed, S., Zhang, L., Zhou, Z. & Tongi, Y., 2021, Proceedings - 2021 22nd IEEE International Conference on Mobile Data Management: MDM 2021. Institute of Electrical and Electronics Engineers, Inc., p. 19-28 (Proceedings - IEEE International Conference on Mobile Data Management).

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

Scopus citations: 3

Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing

Shi, D., Tong, Y., Zhou, Z., Song, B., Lv, W. & Yang, Q., 2021, KDD '21 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3549-3557 (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: 39

Pruning Meta-Trained Networks for On-Device Adaptation

Gao, D., He, X., Zhou, Z., Tong, Y. & Thiele, L., 2021, CIKM '21 - Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, p. 514-523 (International Conference on Information and Knowledge Management, Proceedings).

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

Scopus citations: 8

RevMan: Revenue-aware Multi-task Online Insurance Recommendation

Li, Y., Zhang, Y., Gan, L., Hong, G., Zhou, Z. & Li, Q., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI press, p. 303-310 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 1).

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

Scopus citations: 9

Rethinking Pruning for Accelerating Deep Inference at the Edge

Gao, D., He, X., Zhou, Z., Tong, Y., Xu, K. & Thiele, L., Aug 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 155-164 (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: 20

Adaptive loss-aware quantization for multi-bit networks

Qu, Z., Zhou, Z., Cheng, Y. & Thiele, L., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2020. Institute of Electrical and Electronics Engineers, Inc., p. 7985-7994 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Scopus citations: 34

Differentially private online task assignment in spatial crowdsourcing: A tree-based approach

Tao, Q., Tong, Y., Zhou, Z., Shi, Y., Chen, L. & Xu, K., 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. Institute of Electrical and Electronics Engineers, Inc., p. 517-528 (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: 58

Efficient and Fair Data Valuation for Horizontal Federated Learning

Wei, S., Tong, Y., Zhou, Z. & Song, T., 2020, Federated Learning: Privacy and Incentive. Yang, Q., Fan, L. & Yu, H. (eds.). Cham: Springer , p. 139-152 (Lecture Notes in Computer Science; vol. 12500).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review

Scopus citations: 34

MapTransfer: UUrban air quality map generation for downscaled sensor deployments

Cheng, Y., He, X., Zhou, Z. & Thiele, L., 2020, Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation: IoTDI 2020. Institute of Electrical and Electronics Engineers, Inc., p. 14-26 (Proceedings - ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI).

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

Scopus citations: 8