成果/Result
- Software Defect Prediction via Attention-Based Recurrent Neural Network被引量：76收藏
- 作者：Fan, Guisheng Diao, Xuyang Yu, Huiqun Yang, Kang Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：SCIENTIFIC PROGRAMMING 2019
- 关键词：Trees (mathematics) - Program debugging - Defects - Semantics - Software reliability - Syntactics - Forecasting - Open source software
- Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture被引量：67收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：PEER-TO-PEER NETWORKING AND APPLICATIONS 2020
- 关键词：IoT Cloud Fog Resource allocation Completion time Energy consumption
- Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment被引量：36收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2020
- 关键词：Cloud computing Task analysis Resource management Edge computing Computational modeling Delays Energy consumption IoT-fog-cloud time requirement resource sharing mobility contract establishment
- Multi-Objective Optimization of Container-Based Microservice Scheduling in Edge Computing被引量：36收藏
- 作者：Fan, Guisheng Chen, Liang Yu, Huiqun Qi, Wei
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：COMPUTER SCIENCE AND INFORMATION SYSTEMS 2021
- 关键词：edge computing microservice container orchestration multi-objective optimization particle swarm optimization
- A general temperature-guided language model to design proteins of enhanced stability and activity被引量：35收藏
- 作者：Jiang, Fan Li, Mingchen Dong, Jiajun Yu, Yuanxi Sun, Xinyu Wu, Banghao Huang, Jin Kang, Liqi Pei, Yufeng Zhang, Liang Wang, Shaojie Xu, Wenxue Xin, Jingyao Ouyang, Wanli Fan, Guisheng Zheng, Lirong Tan, Yang Hu, Zhiqiang Xiong, Yi Feng, Yan Yang, Guangyu Liu, Qian Song, Jie Liu, Jia Hong, Liang Tan, Pan
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Artificial Intelligence Lab;East China Univ Sci & Technol
- 来源：SCIENCE ADVANCES 2024
- 关键词：Antigen-antibody reactions - Antigens
- QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud被引量：28收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：IEEE ACCESS 2020
- 关键词：Task analysis Fault tolerance Fault tolerant systems Quality of service Scheduling Real-time systems Scheduling algorithms Edge-cloud QoS fault-tolerance time constraint primary-backup
- Petri net based techniques for constructing reliable service composition被引量：27收藏
- 作者：Fan, Guisheng Yu, Huiqun Chen, Liqiong Liu, Dongmei
- 机构：E China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：JOURNAL OF SYSTEMS AND SOFTWARE 2013
- 关键词：Service composition Petri net Exception Transaction attributes Reliability
- Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds被引量：26收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Cloud computing workflow scheduling resource provisioning microservices containers replication
- ScaffoldGVAE: scaffold generation and hopping of drug molecules via a variational autoencoder based on multi-view graph neural networks被引量：26收藏
- 作者：Hu, Chao Li, Song Yang, Chenxing Chen, Jun Xiong, Yi Fan, Guisheng Liu, Hao Hong, Liang
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Matwings Technol Co Ltd;East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF CHEMINFORMATICS 2023
- 关键词：Drug design Molecule generation Scaffold hopping Variational autoencoder Multi-view graph neural networks
- Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks被引量：25收藏
- 作者：Ji, Xiang Yu, Huiqun Fan, Guisheng Sun, Huaiying Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：MOBILE INFORMATION SYSTEMS 2018
- 关键词：Data transfer - Scalability - Vehicles - Intelligent systems - Clustering algorithms - Routing protocols - Reliability
- SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering被引量：22收藏
- 作者：Li, Mingchen Kang, Liqi Xiong, Yi Wang, Yu Guang Fan, Guisheng Tan, Pan Hong, Liang
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Artificial Intelligence Lab;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF CHEMINFORMATICS 2023
- Modeling and Analyzing Dynamic Fault-Tolerant Strategy for Deadline Constrained Task Scheduling in Cloud Computing被引量：22收藏
- 作者：Fan, Guisheng Chen, Liqiong Yu, Huiqun Liu, Dongmei
- 机构：East China Univ Sci & Technol;Shanghai Inst Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2020
- 关键词：Cloud computing Fault tolerance Fault tolerant systems Computational modeling Processor scheduling Analytical models Cloud computing deadline fault tolerant Petri nets reliability
- Protein Engineering with Lightweight Graph Denoising Neural Networks被引量：22收藏
- 作者：Zhou, Bingxin Zheng, Lirong Wu, Banghao Tan, Yang Lv, Outongyi Yi, Kai Fan, Guisheng Hong, Liang
- 机构：Shanghai Jiao Tong Univ;Shanghai Natl Ctr Appl Math SJTU Ctr;Shanghai Jiao Tong Univ;East China Univ Sci & Technol;Shanghai Artificial Intelligence Lab
- 来源：JOURNAL OF CHEMICAL INFORMATION AND MODELING 2024
- 关键词：Amino acids - Deep learning - Genetic engineering - Graph neural networks - Physicochemical properties
- A Formal Aspect-Oriented Method for Modeling and Analyzing Adaptive Resource Scheduling in Cloud Computing被引量：21收藏
- 作者：Fan, Guisheng Yu, Huiqun Chen, Liqiong
- 机构：E China Univ Sci & Technol;Shanghai Inst Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2016
- 关键词：Cloud computing resource scheduling CTL Petri nets reflection mechanism
- DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction被引量：19收藏
- 作者：Yang, Xingguang Yu, Huiqun Fan, Guisheng Yang, Kang
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy
- 来源：INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING 2021
- 关键词：Software defect prediction just-in-time differential evolution empirical software engineering
- Aligning XAI explanations with software developers' expectations: A case study with code smell prioritization被引量：15收藏
- 作者：Huang, Zijie Yu, Huiqun Fan, Guisheng Shao, Zhiqing Li, Mingchen Liang, Yuguo
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2024
- 关键词：Code smell Software quality assurance Explainable artificial intelligence Empirical software engineering
- Summarizing source code with hierarchical code representation被引量：14收藏
- 作者：Zhou, Ziyi Yu, Huiqun Fan, Guisheng Huang, Zijie Yang, Xingguang
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION AND SOFTWARE TECHNOLOGY 2022
- 关键词：Code summarization Program comprehension Deep learning Hierarchical attention
- Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters被引量：13收藏
- 作者：Chang, Yaohui Gu, Chunhua Luo, Fei Fan, Guisheng Fu, Wenhao
- 机构：East China Univ Sci & Technol;Shihezi Univ
- 来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2018
- 关键词：residual available capacity model server consolidation virtual machine migration energy consumption cloud computing
- An Energy-Efficient Dynamic Scheduling Method of Deadline-Constrained Workflows in a Cloud Environment被引量：13收藏
- 作者：Fan, Guisheng Chen, Xingpeng Li, Zengpeng Yu, Huiqun Zhang, Yingxue
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Task scheduling deadline energy consumption resource utilization cloud
- Effective approaches to combining lexical and syntactical information for code summarization被引量：12收藏
- 作者：Zhou, Ziyi Yu, Huiqun Fan, Guisheng
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：SOFTWARE-PRACTICE & EXPERIENCE 2020
- 关键词：code summarization deep learning program comprehension
- Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach被引量：11收藏
- 作者：Zhou, Ziyi Yu, Huiqun Fan, Guisheng Huang, Zijie Yang, Kang
- 机构：East China Univ Sci & Technol;Nanjing Univ;East China Univ Sci & Technol ECUST;Shanghai Jiao Tong Univ;ECUST
- 来源：IEEE TRANSACTIONS ON SOFTWARE ENGINEERING 2023
- 关键词：Code summarization deep learning information retrieval meta-learning
- Reliability modelling and optimization for microservice-based cloud application using multi-agent system被引量：11收藏
- 作者：Liu, Zheng Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Inst Technol
- 来源：IET COMMUNICATIONS 2022
- 关键词：Quality of service - Reliability - Petri nets - Scheduling - Cloud computing - Budget control
- Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models被引量：11收藏
- 作者：Tan, Yang Li, Mingchen Zhou, Bingxin Zhong, Bozitao Zheng, Lirong Tan, Pan Zhou, Ziyi Yu, Huiqun Fan, Guisheng Hong, Liang
- 机构：East China Univ Sci & Technol;Shanghai Artificial Intelligence Lab;Shanghai Natl Ctr Appl Math;Shanghai Jiao Tong Univ;Univ Michigan
- 来源：JOURNAL OF CHEMICAL INFORMATION AND MODELING 2024
- 关键词：Benchmarking - Computational linguistics - Embeddings - Natural language processing systems
- Energy-efficient offloading for DNN-based applications in edge-cloud computing: A hybrid chaotic evolutionary approach被引量：10收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin Xu, Jin
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING 2024
- 关键词：Edge-cloud computing Energy-efficient offloading Constrained optimization Deep neural networks Evolutionary optimization
- Local versus Global Models for Just-In-Time Software Defect Prediction被引量：9收藏
- 作者：Yang, Xingguang Yu, Huiqun Fan, Guisheng Shi, Kai Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：SCIENTIFIC PROGRAMMING 2019
- 关键词：Forecasting - Just in time production - Open source software
- PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications被引量：9收藏
- 作者：Tan, Yang Li, Mingchen Zhou, Ziyi Tan, Pan Yu, Huiqun Fan, Guisheng Hong, Liang
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Artificial Intelligence Lab;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF CHEMINFORMATICS 2024
- 关键词：Protein language model Protein tokenization Vocabulary size Evaluation benchmark
- Coverage-Based Clustering and Scheduling Approach for Test Case Prioritization被引量：9收藏
- 作者：Fu, Wenhao Yu, Huiqun Fan, Guisheng Ji, Xiang
- 机构：East China Univ Sci & Technol
- 来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2017
- 关键词：regression testing test case prioritization clustering algorithm scheduling algorithm
- Security-Aware and Time-Guaranteed Service Placement in Edge Clouds被引量：8收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong Liu, Zheng
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Task analysis Security Servers Edge computing Computational modeling Cloud computing Internet of Things Edge-cloud time security task scheduling service placement
- Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics被引量：8收藏
- 作者：Huang, Zi-Jie Shao, Zhi-Qing Fan, Gui-Sheng Yu, Hui-Qun Yang, Xing-Guang Yang, Kang
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Testing & Evaluati;Shanghai Engn Res Ctr Smart Energy
- 来源：JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 2022
- 关键词：community smell developer sentiment socio-technical analysis empirical software engineering
- Time-cost efficient memory configuration for serverless workflow applications被引量：7收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2022
- 关键词：constrained optimization performance modeling serverless computing workflow memory configuration
