Zimu Zheng

According to our database, Zimu Zheng authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Resource-efficient In-orbit Detection of Earth Objects.

Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang

CoRR, 2024

2023

MLink: Linking Black-Box Models From Multiple Domains for Collaborative Inference.

Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiang-Yang Li

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

KubeEdge-Sedna v0.3: Towards Next-Generation Automatically Customized AI Engineering Scheme.

Zimu Zheng

CoRR, 2023

2022

An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings.

Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu

IEEE Trans. Sustain. Comput., 2022

Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base.

Zimu Zheng, Puhan Luo, Yunzhe Li, Siqi Luo, Jiaheng Jian, Zhiwei Huang

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Towards Edge-Cloud Collaborative Machine Learning: A Quality-aware Task Partition Framework.

Zimu Zheng, Yunzhe Li, Han Song, Lanjun Wang, Fei Xia

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Adversarial training regularization for negative sampling based network embedding.

Quanyu Dai, Xiao Shen, Zimu Zheng, Liang Zhang, Qiang Li, Dan Wang

Inf. Sci., 2021

2020

Errata to "On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation".

Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu

IEEE Trans. Parallel Distributed Syst., 2020

On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation.

Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu

IEEE Trans. Parallel Distributed Syst., 2020

An Urban Mobility Model with Buildings Involved: Bridging Theory to Practice.

Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang

ACM Trans. Sens. Networks, 2020

Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning.

Zimu Zheng, Jie Pu, Linghui Liu, Dan Wang, Xiangming Mei, Sen Zhang, Quanyu Dai

ACM Trans. Intell. Syst. Technol., 2020

MELODY: Adaptive Task Definition of COP Prediction with Metadata for HVAC Control and Electricity Saving.

Zimu Zheng, Daqi Xie, Jie Pu, Feng Wang

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019

DUET: Towards a Portable Thermal Comfort Model.

Zimu Zheng, Yimin Dai, Dan Wang

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Metadata-driven Task Relation Discovery for Multi-task Learning.

Zimu Zheng, Yuqi Wang, Quanyu Dai, Huadi Zheng, Dan Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Data-driven Task Allocation for Multi-task Transfer Learning on the Edge.

Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018

Buildings affect mobile patterns: developing a new urban mobility model.

Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang

Proceedings of the 5th Conference on Systems for Built Environments, 2018

Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings.

Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu

Proceedings of the Ninth International Conference on Future Energy Systems, 2018

A Domain-Assisted Data Driven Model for Thermal Comfort Prediction in Buildings.

Liang Yang, Zimu Zheng, Jingting Sun, Dan Wang, Xin Li

Proceedings of the Ninth International Conference on Future Energy Systems, 2018

2017

Time-aware chiller sequencing control with data-driven chiller performance profiling.

Zimu Zheng, Chuang Hu, Dan Wang

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

2016

Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings.

Zimu Zheng, Dan Wang, Jian Pei, Yi Yuan, Cheng Fan, Linda Fu Xiao

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016