Prof. ZHOU Zimu (周子慕)
Research Output
- 2021
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: 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: 3A 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: 4EdgeDuet: 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: 37Engaging 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: 3Learning 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: 35Pruning 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: 8RevMan: 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: 9The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context
Liu, S., Koch, K., Zhou, Z., Föll, S., He, X., Menke, T., Fleisch, E., & 1 others , 2021, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 5, 3, 117.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 20- 2020
Improving Urban Crowd Flow Prediction on Flexible Region Partition
Wang, X., Zhou, Z., Zhao, Y., Zhang, X., Xing, K., Xiao, F., Yang, Z., & 1 others , 1 Dec 2020, In: IEEE Transactions on Mobile Computing. 19, 12, p. 2804-2817Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 20Rethinking 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: 20Adaptive 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: 32Spatial crowdsourcing: a survey
Tong, Y., Zhou, Z., Zeng, Y., Chen, L. & Shahabi, C., Jan 2020, In: VLDB Journal. 29, 1, p. 217-250Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 213Differentially 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: 57Efficient 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: 31MapTransfer: 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: 8Urban scale trade area characterization for commercial districts with cellular footprints
Zhao, Y., Zhou, Z., Wang, X., Liu, T. & Yang, Z., 2020, In: ACM Transactions on Sensor Networks. 16, 4, 42.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2- 2019
Spatio-Temporal Analysis and Prediction of Cellular Traffic in Metropolis
Wang, X., Zhou, Z., Xiao, F., Xing, K., Yang, Z., Liu, Y. & Peng, C., 1 Sept 2019, In: IEEE Transactions on Mobile Computing. 18, 9, p. 2190-2202Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 113A survey on bluetooth 5.0 and mesh: New milestones of IoT
Yin, J., Yang, Z., Cao, H., Liu, T., Zhou, Z. & Wu, C., Aug 2019, In: ACM Transactions on Sensor Networks. 15, 3, 28.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 64Enhancing multi-hop sensor calibration with uncertainty estimates
Maag, B., Zhou, Z. & Thiele, L., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation: SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers, Inc., p. 618-625 (Proceedings - IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8