| On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation Z Zheng, Q Chen, C Hu, D Wang, F Liu TPDS - IEEE Transactions on Parallel and Distributed Systems 31 (11), 2569-2569, 2019 | 85 | 2019 |
| Data-driven task allocation for multi-task transfer learning on the edge Q Chen, Z Zheng, C Hu, D Wang, F Liu ICDCS - IEEE 39th International Conference on Distributed Computing Systems …, 2019 | 59 | 2019 |
| Data driven chiller sequencing for reducing hvac electricity consumption in commercial buildings Z Zheng, Q Chen, C Fan, N Guan, A Vishwanath, D Wang, F Liu e-Energy [Best Paper Award] - Proceedings of the Ninth International …, 2018 | 48 | 2018 |
| Urban traffic prediction through the second use of inexpensive big data from buildings Z Zheng, D Wang, J Pei, Y Yuan, C Fan, F Xiao CIKM - Proceedings of the 25th ACM International on Conference on …, 2016 | 34 | 2016 |
| Metadata-driven task relation discovery for multi-task learning Z Zheng, Y Wang, Q Dai, H Zheng, D Wang IJCAI - Proceedings of the 28th International Joint Conference on Artificial …, 2019 | 24 | 2019 |
| An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings Z Zheng, Q Chen, C Fan, N Guan, A Vishwanath, D Wang, F Liu TSUSC - IEEE Transactions on Sustainable Computing, 2019 | 22 | 2019 |
| Buildings affect mobile patterns: developing a new urban mobility model Z Zheng, F Wang, D Wang, L Zhang Sensys & BuildSys [Best Paper Award] - Proceedings of the 5th Conference on …, 2018 | 15 | 2018 |
| Contextual Anomaly Detection in Solder Paste Inspection with Multi-task Learning Z Zheng, J Pu, L Liu, D Wang, X Mei, S Zhang, Q Dai TIST - ACM Transactions on Intelligent Systems and Technology, 2020 | 13 | 2020 |
| DUET: Towards a Portable Thermal Comfort Model Z Zheng, Y Dai, D Wang Sensys & BuildSys - Proceedings of the 6th ACM International Conference on …, 2019 | 9 | 2019 |
| A domain-assisted data driven model for thermal comfort prediction in buildings L Yang, Z Zheng, J Sun, D Wang, X Li e-Energy - Proceedings of the Ninth International Conference on Future …, 2018 | 8 | 2018 |
| Towards Edge-Cloud Collaborative Machine Learning: A Quality-aware Task Partition Framework Z Zheng, Y Li, H Song, L Wang, F Xia CIKM - Proceedings of the 31st ACM International Conference on Information …, 2022 | 7 | 2022 |
| MELODY: Adaptive Task Definition of COP Prediction with Metadata for HVAC Control and Electricity Saving Z Zheng, D Xie, J Pu, F Wang e-Energy - Proceedings of the Eleventh ACM International Conference on …, 2020 | 7 | 2020 |
| Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base Z Zheng, P Luo, Y Li, S Luo, J Jian, Z Huang e-Energy - Proceedings of the Thirteenth ACM International Conference on …, 2022 | 6 | 2022 |
| Towards Lifelong Unseen Task Processing With a Lightweight Unlabeled Data Schema for AIoT T Tu, Z He, Z Zheng, Z Zheng, J Jiang, Y Gong, C Hu, D Cheng IEEE Internet of Things Journal, 2024 | 4 | 2024 |
| Adversarial training regularization for negative sampling based network embedding Q Dai, X Shen, Z Zheng, L Zhang, Q Li, D Wang Information Sciences 579, 199-217, 2021 | 4 | 2021 |
| Resource-efficient In-orbit Detection of Earth Objects Q Zhang, X Yuan, R Xing, Y Zhang, Z Zheng, X Ma, M Xu, S Dustdar, ... INFOCOM 2024, 2024 | 3 | 2024 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference M Yuan, L Zhang, Z Zheng, YN Zhang, XY Li TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 2 | 2023 |
| KubeEdge-Sedna v0.3: Towards Next-Generation Automatically Customized AI Engineering Scheme Z Zheng Special Issue on Edge Computing, Automation Panorama 39 (344), 72-75, 2023 | 1 | 2023 |
| An Urban Mobility Model with Buildings Involved: Bridging Theory to Practice Z Zheng, F Wang, D Wang, L Zhang TOSN - ACM Transactions on Sensor Networks 16 (1), 1-24, 2020 | 1 | 2020 |
| CONNECTIVITY-AWARE TOPOLOGY CONTROL WITH CYCLIC-LIKE STRUCTURES IN WIRELESS SENSOR NETWORKS. Z Huang, Z Zheng, Z Li, X Peng International Journal on Smart Sensing & Intelligent Systems 7 (4), 2014 | 1 | 2014 |
Dan WangThe Hong Kong Polytechnic UniversityAdresse e-mail validée de comp.polyu.edu.hk
