Zimu Zheng

27 papers A* 2A 3Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Scene-Aware Model Adaptation Scheme for Cross-Scene Online Inference on Mobile Devices.
IEEE Trans. Mob. Comput.
Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Zimu Zheng, Liang Zhang, Shan Chang, Minyi Guo
2025 J jnl
AdaShift: Anti-Collapse and Real-Time Deep Model Evolution for Mobile Vision Applications.
IEEE Trans. Mob. Comput.
Ke Ma, Bin Guo, Sicong Liu, Cheng Fang, Siqi Luo, Zimu Zheng, Zhiwen Yu
2025 J jnl
Toward Lifelong Unseen Task Processing With a Lightweight Unlabeled Data Schema for AIoT.
IEEE Internet Things J.
Tianyu Tu, Zhili He, Zhigao Zheng, Zimu Zheng, Jiawei Jiang, Yili Gong, Chuang Hu, Dazhao Cheng
2024 — conf
Class-Agnostic Detection of Unknown Objects from Foreground Improves Robust Open World Object Detection.
PRCV (12)
Rui Zhao, Jinghua Wang, Yongyong Chen, Zimu Zheng, Kai Cui, Jingyong Su
2024 A* conf
Resource-efficient In-orbit Detection of Earth Objects.
INFOCOM
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
2024 J jnl
Resource-efficient In-orbit Detection of Earth Objects.
CoRR
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
2023 J jnl
KubeEdge-Sedna v0.3: Towards Next-Generation Automatically Customized AI Engineering Scheme.
CoRR
Zimu Zheng
2023 J jnl
MLink: Linking Black-Box Models From Multiple Domains for Collaborative Inference.
IEEE Trans. Pattern Anal. Mach. Intell.
Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiang-Yang Li
2022 J jnl
An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings.
IEEE Trans. Sustain. Comput.
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
2022 J jnl
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference.
CoRR
Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiangyang Li
2022 A conf
Towards Edge-Cloud Collaborative Machine Learning: A Quality-aware Task Partition Framework.
CIKM
Zimu Zheng, Yunzhe Li, Han Song, Lanjun Wang, Fei Xia
2022 — conf
Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base.
e-Energy
Zimu Zheng, Puhan Luo, Yunzhe Li, Siqi Luo, Jiaheng Jian, Zhiwei Huang
2021 J jnl
Adversarial training regularization for negative sampling based network embedding.
Inf. Sci.
Quanyu Dai, Xiao Shen, Zimu Zheng, Liang Zhang, Qiang Li, Dan Wang
2021 J jnl
On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation.
CoRR
Zimu Zheng, Qiong Chen, Chuang Hu, Dan Wang, Fangming Liu
2020 J jnl
An Urban Mobility Model with Buildings Involved: Bridging Theory to Practice.
ACM Trans. Sens. Networks
Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang
2020 J jnl
Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning.
ACM Trans. Intell. Syst. Technol.
Zimu Zheng, Jie Pu, Linghui Liu, Dan Wang, Xiangming Mei, Sen Zhang, Quanyu Dai
2020 J jnl
Errata to "On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation".
IEEE Trans. Parallel Distributed Syst.
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
2020 — conf
MELODY: Adaptive Task Definition of COP Prediction with Metadata for HVAC Control and Electricity Saving.
e-Energy
Zimu Zheng, Daqi Xie, Jie Pu, Feng Wang
2020 J jnl
On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation.
IEEE Trans. Parallel Distributed Syst.
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
2019 — conf
DUET: Towards a Portable Thermal Comfort Model.
BuildSys
Zimu Zheng, Yimin Dai, Dan Wang
2019 A conf
Data-driven Task Allocation for Multi-task Transfer Learning on the Edge.
ICDCS
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
2019 A* conf
Metadata-driven Task Relation Discovery for Multi-task Learning.
IJCAI
Zimu Zheng, Yuqi Wang, Quanyu Dai, Huadi Zheng, Dan Wang
2018 — conf
A Domain-Assisted Data Driven Model for Thermal Comfort Prediction in Buildings.
e-Energy
Liang Yang, Zimu Zheng, Jingting Sun, Dan Wang, Xin Li
2018 — conf
Buildings affect mobile patterns: developing a new urban mobility model.
BuildSys
Zimu Zheng, Feng Wang, Dan Wang, Liang Zhang
2018 — conf
Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings.
e-Energy
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
2017 — conf
Time-aware chiller sequencing control with data-driven chiller performance profiling.
BuildSys
Zimu Zheng, Chuang Hu, Dan Wang
2016 A conf
Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings.
CIKM
Zimu Zheng, Dan Wang, Jian Pei, Yi Yuan, Cheng Fan, Linda Fu Xiao