Zimu Zheng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Transfer Learning

Cluttered Images

Anomaly Detection

Multiple Domains

Top Venues

BuildSys@SenSys

IEEE Trans. Parallel Distributed Syst.

Publications

Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
Resource-efficient In-orbit Detection of Earth Objects. INFOCOM (2024)
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
Resource-efficient In-orbit Detection of Earth Objects. CoRR (2024)
Zimu Zheng
KubeEdge-Sedna v0.3: Towards Next-Generation Automatically Customized AI Engineering Scheme. CoRR (2023)
Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiang-Yang Li
MLink: Linking Black-Box Models From Multiple Domains for Collaborative Inference. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiangyang Li
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference. CoRR (2022)
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Zimu Zheng, Yunzhe Li, Han Song, Lanjun Wang, Fei Xia
Towards Edge-Cloud Collaborative Machine Learning: A Quality-aware Task Partition Framework. CIKM (2022)
Zimu Zheng, Puhan Luo, Yunzhe Li, Siqi Luo, Jiaheng Jian, Zhiwei Huang
Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base. e-Energy (2022)
Zimu Zheng, Qiong Chen, Chuang Hu, Dan Wang, Fangming Liu
On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation. CoRR (2021)
Quanyu Dai, Xiao Shen, Zimu Zheng, Liang Zhang, Qiang Li, Dan Wang
Adversarial training regularization for negative sampling based network embedding. Inf. Sci. 579 (2021)
Zimu Zheng, Jie Pu, Linghui Liu, Dan Wang, Xiangming Mei, Sen Zhang, Quanyu Dai
Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning. ACM Trans. Intell. Syst. Technol. 11 (6) (2020)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
Errata to "On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation". IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Zimu Zheng, Daqi Xie, Jie Pu, Feng Wang
MELODY: Adaptive Task Definition of COP Prediction with Metadata for HVAC Control and Electricity Saving. e-Energy (2020)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang
An Urban Mobility Model with Buildings Involved: Bridging Theory to Practice. ACM Trans. Sens. Networks 16 (1) (2020)
Zimu Zheng, Yuqi Wang, Quanyu Dai, Huadi Zheng, Dan Wang
Metadata-driven Task Relation Discovery for Multi-task Learning. IJCAI (2019)
Zimu Zheng, Yimin Dai, Dan Wang
DUET: Towards a Portable Thermal Comfort Model. BuildSys@SenSys (2019)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
Data-driven Task Allocation for Multi-task Transfer Learning on the Edge. ICDCS (2019)
Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang
Buildings affect mobile patterns: developing a new urban mobility model. BuildSys@SenSys (2018)
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings. e-Energy (2018)
Liang Yang, Zimu Zheng, Jingting Sun, Dan Wang, Xin Li
A Domain-Assisted Data Driven Model for Thermal Comfort Prediction in Buildings. e-Energy (2018)
Zimu Zheng, Chuang Hu, Dan Wang
Time-aware chiller sequencing control with data-driven chiller performance profiling. BuildSys@SenSys (2017)
Zimu Zheng, Dan Wang, Jian Pei, Yi Yuan, Cheng Fan, Linda Fu Xiao
Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings. CIKM (2016)