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Zimu Zheng
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 23
Top Topics
Transfer Learning
Cluttered Images
Anomaly Detection
Multiple Domains
Top Venues
e-Energy
CoRR
BuildSys@SenSys
IEEE Trans. Parallel Distributed Syst.
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Publications
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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)