何臻力｜云南大学｜学者主页

2026

TACS: Decentralized Per-Task Micro-Slicing for Deadline-Aware Provisioning in Distributed Computing Continuum Systems

Shujia Niu, Zhenli He, Jixian Zhang, Cheng Xie, Keqin Li

IEEE Transactions on Parallel and Distributed Systems

DOI

2026

GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

Zhenli He, Chunlin Zhu, Cheng Xie, Hongming Cai, Yun Yang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2026

CVaR-Aware Network Slicing for Tail Latency Under Tiered Deadlines

Shujia Niu, Qixin Peng, Zhenli He

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Fair Joint Offloading and Consensus Optimization in Blockchain-Enabled Mobile Edge Computing

Libo Feng, Chenxi Wang, Zhenli He, Mengzhuang Liu, Jixian Zhang, Keqin Li

IEEE Transactions on Mobile Computing

DOI

2026

Designated Masking Propagation Learning for Self-Supervised Heterogeneous Graph Representation

Haoran Duan, Beibei Yu, Cheng Xie, Linyu Li, Zhenli He, Xin Jin

ACM Transactions on Knowledge Discovery from Data

DOI

2026

PADP: progressive and adaptive data pruning for efficient incremental learning

Biqing Duan, Di Liu, Zhenli He, Wei Zhou, Shengfa Miao

Scientific Reports

DOI

2026

GILMRec: Graph Invariant Learning for Multimodal Recommendation

Ziyan Wang, Hong Mei Peng, Changlong Fu, Xiong Zhang, Cheng Xie, Zhenli He, Xin Jin, Yun Yang

IEEE Transactions on Computational Social Systems

DOI

2026

GIL-DDI: multi-view graph invariant learning for unknown drug–drug interaction prediction

Yi Li, Yuan Du, Hong Mei Peng, Zhenli He, Xin Jin, Cheng Xie

Knowledge and Information Systems

DOI

2026

Adaptive Multi-resource Orchestration for Latency-Critical Service Function Chains in Mobile Edge Networks

Junjie Wu, Cheng Xie, Zhenli He, Yuanfei Xiao, Maoting Wu

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2026

ECGSense: Multi-Task Reliability Assessment and Guidance for Consumer-Grade Out-of-Clinic ECG via Edge-Cloud Collaboration

Taoyuan Li, Zhenli He, Haimin Deng, Song Gao, Xin Jin, Cheng Xie, Keqin Li

IEEE Transactions on Consumer Electronics

DOI

2025

GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection

Xiong Zhang, Hong Peng, Zhenli He, Cheng Xie, Xin Jin, Hua Jiang

International Joint Conference on Artificial Intelligence

DOI

2025

LODAP: On-device incremental learning via lightweight operations and data pruning

Biqing Duan, Qing Wang, Di Liu, Wei Zhou, Zhenli He, Shengfa Miao

Journal of Systems Architecture

DOI

2025

SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices

Libo Feng, Junwei Guo, Fake Fang, Zhenli He, Yimin Yu, Shaowen Yao, Xiaohui Peng

IEEE Transactions on Services Computing

DOI

2025

Carbon-Aware Task Scheduling in Distributed Computing Continuum: A Lyapunov-Guided Reinforcement Learning Approach

Shujia Niu, Zhenli He, Yuanfei Xiao, Yuxaun Nie, Yao Chen, Bingning Liu

Lecture notes in computer science

DOI

2025

DCS3: A Dual-Layer Co-Aware Scheduler With Stealing Balance and Synchronized Priority in Virtualization Environments

Chenglai Xiong, Junjie Wen, Guoqi Xie, Zhongjia Wang, Zhenli He, Shaowen Yao, Jianfeng Tan, Tianyu Zhou, Tiwei Bie, Yan Yan, Shoumeng Yan

IEEE Transactions on Computers

DOI

2025

A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation

Jixian Zhang, Xuelin Yang, Peng Chen, Zhemin Wang, Weidong Li, Zhenli He, Keqin Li

IEEE Transactions on Services Computing

DOI

2025

Hypercall-Oriented Abnormal VM Status Detection System: A Non-Intrusive Solution for Both Hypervisor and Guests

Fangqi Bi, Guoqi Xie, Yuan Wang, Hao Wen, Zhenli He, Shaowen Yao, Sirong Zhao, Chenglai Xiong, X. R. Hu, Bo Wan, Yiwen Jiang

IEEE Transactions on Computers

DOI

2025

Paddle Lite on Zephyr: Deploying AI Models in RTOS for Inference Acceleration

Guodong Zhang, Guoqi Xie, Wenyan Yan, Chenglai Xiong, Junjie Wen, Zhenli He, Shaowen Yao

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

DOI

2025

Multi-view temporal graph neural network for numerous miniature cascade popularity prediction

Yasu Wu, Changlong Fu, Zhenli He, Wei Dong Huang, Cheng Xie

The Journal of Supercomputing

DOI

2025

Software-Hardware Exploration of Early-Exit Neural Networks on Edge Accelerators

Qianying Gong, Biqing Duan, Shengfa Miao, Zhenli He, Di Liu

IEEE Embedded Systems Letters

DOI

2025

Efficient Cross-Chain Interoperability: Decentralized Execution and State Sharding Approach

Libo Feng, Junhong Liu, Zhenli He, Shaowen Yao

IEEE Internet of Things Journal

DOI

2025

GroPipe: A Grouped Pipeline Hybrid Parallel Method for Accelerating DCNNs Training

Bin Liu, Yongyao Ma, Zijian Hu, Zeyu Ji, Zhenli He, Keqin Li

IEEE Transactions on Computers

DOI

2025

DRL-Based Joint Optimization of Resource Leasing and Computation Offloading in MEC

Xuwen Yu, Liheng Li, Zhenli He

DOI

2025

An Enhanced DV-Hop Localization Algorithm Based on Variable Scene Applications in the IoT

Zhou Zhou, Han Shen, Fangmin Li, Jemal Abawajy, Zhenli He

IEEE Transactions on Industrial Informatics

DOI

2025

A Verifiable Transaction Selection Method for DAG Blockchain With VRF

Libo Feng, Bei Yu, Zhenli He, Shaowen Yao

IEEE Internet of Things Journal

DOI

2025

Input-Aware Slowdown Backdoor Attack on Dynamic Neural Networks

Zhi-Qian Guan, Jing Liu, Zhenli He, Shengfa Miao, Di Liu

Journal of Circuits Systems and Computers

DOI

2025

IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning

Xiong Zhang, Zhenli He, Changlong Fu, Cheng Xie

neural information processing systems

DOI

2025

MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC

Ziqi Lin, Zhenli He, Xiaolong Zhai, Yuanfei Xiao

Lecture notes in computer science

DOI

2024

信创背景下“人工智能+X”人才培养体系探索

朱锐，杨云，张璇，何臻力，陈晔婷

《计算机教育》

2024

Dynamic VNF Deployment and Resource Allocation in Mobile Edge Computing

Xiaolong Zhai, Zhenli He, Yuanfei Xiao, Junjie Wu, Xuwen Yu

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

Optimizing MEC System Performance Through M/M/m Queueing Model Analysis

Jiale Liang, Xiaowei Ma, Houjian Ding, Zhenli He

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

Multi-Class Task Offloading Optimization in Mobile Edge Computing

Songkang Ma, Zhenli He, Libo Feng, Xiaolong Zhai, Yiyan Tong

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

Joint Optimization of Service Migration and Resource Allocation in Mobile Edge–Cloud Computing

Zhenli He, Liheng Li, Ziqi Lin, Yunyun Dong, Jianglong Qin, Keqin Li

Algorithms

DOI

2024

Multi-Round Stackelberg Game-Based Pricing and Offloading in Containerized MEC Networks

Mingxiong Zhao, Zhaojie Yang, Zhenli He, Fanhao Xue, Xianqi Zhang

IEEE Transactions on Green Communications and Networking

DOI

2024

Dependency-Aware Task Scheduling and Layer Loading for Mobile Edge Computing Networks

Mingxiong Zhao, Xianqi Zhang, Zhenli He, Yu Chen, Yunchun Zhang

IEEE Internet of Things Journal

DOI

2023

Design of Teaching Mode for the Course "Introduction to Database Systems" in the Network Environment

Zhenli He, Rui Zhu, Xuan Zhang, Yun Yang

Adult and Higher Education

DOI

2023

Particle Swarm Optimization-Based Task Migration in Mobile-Edge Cloud Computing

Qixin Peng, Xinde Chen, Yujing Huang, Songkang Ma, Zhenli He

DOI

2023

Learning-Based Collaborative Computation Offloading in UAV-Assisted Multi-Access Edge Computing

Zikun Xu, Junhui Liu, Ying Guo, Yunyun Dong, Zhenli He

Electronics

DOI

2023

OCAP: On-device Class-Aware Pruning for personalized edge DNN models

Ye-Da Ma, Zhao Zhi-chao, Di Liu, Zhenli He, Wei Zhou

Journal of Systems Architecture

DOI

2023

Priority-Based Offloading Optimization in Cloud-Edge Collaborative Computing

Zhenli He, Yanan Xu, Mingxiong Zhao, Wei Zhou, Keqin Li

IEEE Transactions on Services Computing

DOI

2023

Improving robustness of convolutional neural networks using element-wise activation scaling

Zhiyuan Zhang, Hao Ren, Zhenli He, Wei Zhou, Di Liu

Future Generation Computer Systems

DOI

2023

Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing

Zhenli He, Yanan Xu, Di Liu, Wei Zhou, Keqin Li

Future Generation Computer Systems

DOI

2023

Thermal-Aware Task Scheduling and Resource Allocation for UAV-and-Basestation Hybrid-Enabled MEC Networks

Lingyan Bao, Zhenli He, Jinghong Tan, Yu Chen, Mingxiong Zhao

IEEE Transactions on Green Communications and Networking

DOI

2023

Exploration of Teaching Methods for the Course of Introduction to Database Systems under the Mixed Teaching Mode

Zhenli He, Rui Zhu, Xuan Zhang, Yun Yang

Curriculum and Teaching Methodology

DOI

2022

Multiple Feature Mining Based on Local Correlation and Frequency Information for Face Forgery Detection

Shuai Liu, Qian Jiang, Xin Jin, Zhenli He, Wei Zhou, Shaowen Yao, Qiannian Wang

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2022

RIA: A Reversible Network-based Imperceptible Adversarial Attack

Fanxiao Li, Renyang Liu, Zhenli He, Song Gao, Yunyun Dong, Wei Zhou

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2022

Efficient On-Device Incremental Learning by Weight Freezing

Ze-Han Wang, Zhenli He, Hui Fang, Yi-Xiong Huang, Ying Sun, Yu Yang, Zhiyuan Zhang, Ди Лю

Asia and South Pacific Design Automation Conference (ASP-DAC)

DOI

2021

Cost-Efficient Server Configuration and Placement for Mobile Edge Computing

Zhenli He, Keqin Li, Keqin Li

IEEE Transactions on Parallel and Distributed Systems

DOI

2021

Energy-Efficient System Design of Asymmetric Multiprocessor for Real-Time Streaming Applications

Zhenli He, Ying Sun, Hui Fang, Yi-Xiong Huang, Yang Yu, Zhiyuan Zhang, Di Liu

International Conference on Intelligent Technology and Embedded Systems (ICITES)

DOI

2021

A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view

Fengtao Nan, Yahui Tang, Po Yang, Zhenli He, Yun Yang

Future Generation Computer Systems

DOI

2021

Fairness-Aware Task Scheduling and Resource Allocation in UAV-Enabled Mobile Edge Computing Networks

Mingxiong Zhao, Wentao Li, Lingyan Bao, Jia Luo, Zhenli He, Di Liu

IEEE Transactions on Green Communications and Networking

DOI

2021

CARTAD: Compiler-Assisted Reinforcement Learning for Thermal-Aware Task Scheduling and DVFS on Multicores

Di Liu, Shi-Gui Yang, Zhenli He, Mingxiong Zhao, Weichen Liu

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

DOI

2021

Server configuration optimization in mobile edge computing: A cost‐performance tradeoff perspective

Zhenli He, Keqin Li, Keqin Li, Keqin Li, Keqin Li, Wei Zhou

Software Practice and Experience

DOI

2019

Traffic sign recognition by combining global and local features based on semi‐supervised classification

Zhenli He, Fengtao Nan, Xinfa Li, Shin‐Jye Lee, Yun Yang

IET Intelligent Transport Systems

DOI

2017

一种基于代数语义的软件体系结构求精方法

林雷蕾，周华，代飞，何臻力，沈勇，康洪炜

《计算机科学》

2017

Research on Algorithm and Model of Hand Gestures Recognition Based on HMM

Junhui Liu, Yun Liao, Zhenli He, Yang Yu

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2015

A Model of Cloud Computing Federation Based on Complex Network Theory

Zhenli He, Hua Zhou, Yin Zhang⋆, Junhui Liu, Lei Su

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2015

DSBAF: Running My Web Services in Your WS Environment

Junhui Liu, Zhenli He, Di Jiang, Lei Su

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2015

A Dynamic and Static Combined Replication Management Mechanism Based on Frequency Adaptive

Zhenli He, Hua Zhou, Long Hu, Junhui Liu, Lei Su

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2014

From Model to Internetware

Junhui Liu, Qing Duan, Yun Liao, Lei Su, Zhenli He

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2013

D2-Index: A Dynamic Index Method for Querying XML and Semi-Structured Data

Yin Zhang⋆, Hua Zhou, Zhihong Liang, Junhui Liu, Yun Liao, Peng Wei Duan, Zhenli He

Springer eBooks

DOI

2013

Quantitative Model of Personnel Allocation Based on Information Entropy

Zhenli He, Hua Zhou, Zhihong Liang, Junhui Liu

Lecture notes in computer science

DOI

2012

基于B/S与RIA的科研信息管理系统的设计与实现

何臻力

《云南大学》

2011

Quantitative analysis of system coupling

Yin Zhang⋆, Hua Zhou, Qing Duan, Yun Liao, Junhui Liu, Zhenli He

International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

DOI

精选作品

期刊论文

TACS: Decentralized Per-Task Micro-Slicing for Deadline-Aware Provisioning in Distributed Computing Continuum Systems

GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

CVaR-Aware Network Slicing for Tail Latency Under Tiered Deadlines

Fair Joint Offloading and Consensus Optimization in Blockchain-Enabled Mobile Edge Computing

Designated Masking Propagation Learning for Self-Supervised Heterogeneous Graph Representation

PADP: progressive and adaptive data pruning for efficient incremental learning

GILMRec: Graph Invariant Learning for Multimodal Recommendation

GIL-DDI: multi-view graph invariant learning for unknown drug–drug interaction prediction

Adaptive Multi-resource Orchestration for Latency-Critical Service Function Chains in Mobile Edge Networks

ECGSense: Multi-Task Reliability Assessment and Guidance for Consumer-Grade Out-of-Clinic ECG via Edge-Cloud Collaboration

GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection

LODAP: On-device incremental learning via lightweight operations and data pruning

SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices

Carbon-Aware Task Scheduling in Distributed Computing Continuum: A Lyapunov-Guided Reinforcement Learning Approach

DCS3: A Dual-Layer Co-Aware Scheduler With Stealing Balance and Synchronized Priority in Virtualization Environments

A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation

Hypercall-Oriented Abnormal VM Status Detection System: A Non-Intrusive Solution for Both Hypervisor and Guests

Paddle Lite on Zephyr: Deploying AI Models in RTOS for Inference Acceleration

Multi-view temporal graph neural network for numerous miniature cascade popularity prediction

Software-Hardware Exploration of Early-Exit Neural Networks on Edge Accelerators

Efficient Cross-Chain Interoperability: Decentralized Execution and State Sharding Approach

GroPipe: A Grouped Pipeline Hybrid Parallel Method for Accelerating DCNNs Training

DRL-Based Joint Optimization of Resource Leasing and Computation Offloading in MEC

An Enhanced DV-Hop Localization Algorithm Based on Variable Scene Applications in the IoT

A Verifiable Transaction Selection Method for DAG Blockchain With VRF

Input-Aware Slowdown Backdoor Attack on Dynamic Neural Networks

IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning

MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC

信创背景下“人工智能+X”人才培养体系探索

Dynamic VNF Deployment and Resource Allocation in Mobile Edge Computing

Optimizing MEC System Performance Through M/M/m Queueing Model Analysis

Multi-Class Task Offloading Optimization in Mobile Edge Computing

Joint Optimization of Service Migration and Resource Allocation in Mobile Edge–Cloud Computing

Multi-Round Stackelberg Game-Based Pricing and Offloading in Containerized MEC Networks

Dependency-Aware Task Scheduling and Layer Loading for Mobile Edge Computing Networks

Design of Teaching Mode for the Course "Introduction to Database Systems" in the Network Environment

Particle Swarm Optimization-Based Task Migration in Mobile-Edge Cloud Computing

Learning-Based Collaborative Computation Offloading in UAV-Assisted Multi-Access Edge Computing

OCAP: On-device Class-Aware Pruning for personalized edge DNN models

Priority-Based Offloading Optimization in Cloud-Edge Collaborative Computing

Improving robustness of convolutional neural networks using element-wise activation scaling

Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing

Thermal-Aware Task Scheduling and Resource Allocation for UAV-and-Basestation Hybrid-Enabled MEC Networks

Exploration of Teaching Methods for the Course of Introduction to Database Systems under the Mixed Teaching Mode

Multiple Feature Mining Based on Local Correlation and Frequency Information for Face Forgery Detection

RIA: A Reversible Network-based Imperceptible Adversarial Attack

Efficient On-Device Incremental Learning by Weight Freezing

Cost-Efficient Server Configuration and Placement for Mobile Edge Computing

Energy-Efficient System Design of Asymmetric Multiprocessor for Real-Time Streaming Applications

A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view

Fairness-Aware Task Scheduling and Resource Allocation in UAV-Enabled Mobile Edge Computing Networks

CARTAD: Compiler-Assisted Reinforcement Learning for Thermal-Aware Task Scheduling and DVFS on Multicores

Server configuration optimization in mobile edge computing: A cost‐performance tradeoff perspective

Traffic sign recognition by combining global and local features based on semi‐supervised classification

一种基于代数语义的软件体系结构求精方法

Research on Algorithm and Model of Hand Gestures Recognition Based on HMM

A Model of Cloud Computing Federation Based on Complex Network Theory

DSBAF: Running My Web Services in Your WS Environment

A Dynamic and Static Combined Replication Management Mechanism Based on Frequency Adaptive

From Model to Internetware

D2-Index: A Dynamic Index Method for Querying XML and Semi-Structured Data

Quantitative Model of Personnel Allocation Based on Information Entropy

基于B/S与RIA的科研信息管理系统的设计与实现

Quantitative analysis of system coupling

会议论文

From Model to Internetware - A Unified Approach to Generate Internetware.

D2-Index: A Dynamic Index Method for Querying XML and Semi-structured Data

预印本

ProTAGAD: A Foundation Model for TAG Anomaly Detection with Decoupled Topological and Textual Prototypes

CARD: Closing the Teacher-Student Loop for Adversarial Robustness Distillation

Long-Short-Range Fused Network for Heterogeneous Graph Representation Learning

书籍章节

Resource Allocation and Placement in Multi-access Edge Computing