张

张文宇 (Wenyu Zhang)

School of Life Sciences

H指数:8

被引数:395

个人简介

"一、个人简介张文宇，博士、二级教授、博士生导师，浙江财经大学学术委员会副主任。获得浙江大学学士、新加坡南洋理工大学博士学位。入选浙江省新世纪151人才工程第一层次、浙江省高校中青年学科带头人、浙江省“三育人”先进个人、浙江省首席科学传播专家TOP10、浙江省“我最喜爱的高校思政课老师”十佳、浙江财经大学卓越研究生导师、浙江财经大学师德先进个人、连续五年蝉联2021~2025美国斯坦福大学全球前2%顶尖科学家榜单。历任新加坡－美国麻省理工学院学术联盟博士后研究员、浙江大学计算机学院副教授、浙江财经大学信息管理与人工智能学院院长、盈阳金融科技学院院长。现兼任浙江省工业互联网专家委员会委员、浙江省高校计算机教学指导员会委员、浙江省人工智能学会智慧金融分会会长、中国数安港（温州）专家委员会委员、杭州市青少年科技教育协会名誉理事长等。近年来的主要研究领域包括：人工智能、智能制造、金融科技、智能财务、电子政务等。先后主持了3项国家自然科学基金面上项目、1项浙江省重点研发攻关计划（领雁项目）、以及10余项其它省部级项目。以第一或者通讯作者在TKDE、TSMC、TPWRS、KBS、INS等国际知名期刊上发表SCI检索期刊论文150余篇。以第一发明人获得20余项授权国家发明专利，获得浙江省研究生教育成果奖一等奖、浙江省研究生教育成果奖二等奖、浙江省教学成果奖二等奖、浙江省自然科学学术奖等奖项。近十年来，本人指导和合作指导研究生获浙江省优秀硕士学位论文6篇；本人指导和合作指导的37名硕士毕业生中的31名进入北大、浙大、南大、上交、同济、南开、上财等985/211名校攻读博士学位，名校升博率高达83.7%。二、论文发表近年来的主要研究领域包括：人工智能、智能制造、金融科技、智能财务、电子政务等。以第一或者通讯作者在TKDE、TSMC、TPWRS、KBS、INS等国际知名期刊上发表发表SCI检索期刊论文150余篇，部分.列表如下： 2.1 在2026~至今 1) 第一作者，Production-logistics cooperative scheduling in a two-stage assembly flow-shop with deteriorating robotic arm: A problem-specific heuristic. Computers and Operations Research, 189:107409, 2026.(SCI，JCR-1区) 2) 通讯作者, G2CL:radient-guided graph contrastive learning for eliminating the message contrastive conflict.Neural Networks, 198:108605,2026.(SCI，JCR-1区) 3) 第一作者，A two-stage robust rescheduling for flexible job shop based on release time prediction using a Q-learning-based hyper-heuristic evolutionary algorithm. Engineering Applications of Artificial Intelligence，176: 114766, 2026. (SCI，JCR-1区) 4）通讯作者, Digital twin-driven dynamic scheduling in flexible job shop considering worker factors towards Industry 5.0. Expert Systems with Applications, 315: 131788, 2026.(SCI，JCR-1区) 5）通讯作者, Enhancing Large Language Models for next location prediction with mobility-aware semantic tokenization and multi-step imitation kearning. Information Processing & Management, Accepted,2026.(SCI，JCR-1区) 2.2 在2021~2025年期间 1) 第一作者, A multitask graph convolutional network with attention-based seasonal-trend decomposition for short-term load forecasting. IEEE Transactions on Power Systems,40(4): 3222-3231, 2025. (SCI，JCR-1区)2) 通讯作者,Scheduling in a three-stage remanufacturing system with machine blockage, deterioration and maintenance using metaheuristic algorithm. Swarm and Evolutionary Computation, 99: 102185, 2025. (SCI，JCR-1区) 3) 通讯作者, Improving self-supervised vertical federated learning with contrastive instance-wise similarity and dynamical balance pool. Future Generation Computer Systems, 172, 107884, 2025. (SCI，JCR-1区) 4) 通讯作者, You only adapt once: An adaptive transformer for dynamic multivariate time series forecasting across time-varying topologies and multi-patterns. Information Sciences,177，122350, 2025. (SCI，JCR-1区) 5) 通讯作者, Adaptive lightweight temporal convolutional network with context-aware downsampling strategy for traffic flow prediction. Engineering Applications of Artificial Intelligence,156，111208, 2025. (SCI，JCR-1区) 6) 通讯作者, Interactive dynamic diffusion graph convolutional network for traffic flow prediction. Information Sciences, 677:120938,2024. (SCI，JCR-1区) 7) 通讯作者, A two-phase adaptive large neighborhood search algorithm for the electric location routing problem with range anxiety. Applied Soft Computing, 169:112323, 2024. (SCI，JCR-1区) 8) 第一作者, Scenario-based robust remanufacturing scheduling problem using improved biogeography-based optimization algorithm. IEEE Transactions on Systems, Man and Cybernetics: Systems, 53(6): 3414-3427, 2023. (SCI，JCR-1区) 9) 通讯作者, Multivariate correlation matrix-based deep learning model with enhanced heuristic optimization for short-term traffic forecasting. IEEE Transactions on Knowledge and Data Engineering, 35(3): 2847-2858, 2023. (SCI，JCR-1区) 10) 第一作者, A novel fairness-aware ensemble model based on hybrid sampling and modified two-layer stacking for fair classification. International Journal of Machine Learning and Cybernetics, DOI: 10.1007/s13042-023-01870-1, 2023. (SCI，JCR-2区) 11) 通讯作者, Spatiotemporal dynamic graph convolutional network for traffic speed forecasting. Information Sciences, 641:119056, 2023. (SCI，JCR-1区) 12) 第一作者, Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm. Computers & Industrial Engineering, 179:109178, 2023. (SCI，JCR-1区) 13) 第一作者, A new uncertain remanufacturing scheduling model with rework risk using hybrid optimization algorithm. Environmental Science and Pollution Research, 30: 62744-62761, 2023. (SCI，JCR-2区) 14) 通讯作者, Static-dynamic collaborative graph convolutional network with meta-learning for node-level traffic flow prediction. Expert Systems with Applications, 227: 120333, 2023. (SCI，JCR-1区) 15) 第一作者, Dynamic graph convolutional networks based on spatiotemporal data embedding for traffic flow forecasting. Knowledge-Based Systems, 250, 109028, 2022. (SCI，JCR-1区) 16) 第一作者, Dynamic multi-stage failure-specific cooperative recourse strategy for logistics with simultaneous pickup and delivery, Soft Computing, 25(5): 3795-3812, 2021. (SCI, JCR-2区) 17) 第一作者, A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory. International Journal of Computer Integrated Manufacturing, 34(2):175-194, 2021. (SCI, JCR-2区) 18) 第一作者, A new hybrid ensemble model with voting-based outlier detection and balanced sampling for credit scoring. Expert Systems with Applications, 174: 114744, 2021. (SCI，JCR-1区) 19) 通讯作者, A novel ensemble deep learning model with dynamic error correction and multi-objective ensemble pruning for time series forecasting. Information Sciences, 544: 427-445, 2021. (SCI，JCR-1区) 20) 通讯作者, Spatiotemporal fuzzy-graph convolutional network model with dynamic feature encoding for traffic forecasting. Knowledge-Based Systems, 231: 107403, 2021. (SCI，JCR-1区) 21) 通讯作者, Hybrid wind speed forecasting model based on multivariate data secondary decomposition approach and deep learning algorithm with attention mechanism. Renewable Energy, 174:688-704，2021. (SCI，JCR-1"