徐素秀

徐素秀，威廉希尔中文官方网站教授、博导、特立青年学者。2008年哈尔滨工业大学数学系获理学学士学位，2014年香港大学工业及制造系统工程系获工学博士学位。任中国管理科学与工程学会交通运输管理分会委员，中国机械工程学会工业工程分会委员，中国系统工程学会物流系统工程专业委员会委员，中国农业工程学会农产品物流工程专业委员会委员，中国管理现代化研究会管理与决策科学专业委员会理事，《工业工程》、《交通工程》等中文期刊青年编委，中国工程院院刊FEM特约通讯专家，IJTST等英文期刊青年编委，IJPE、JIM等英文期刊特刊编辑。研究兴趣包括交通经济学、拍卖与机制设计、博弈与供应链管理、优化理论与算法等。主持3项国家自然科学基金项目（青年基金后评估为“特优”），入选2017年广东省“珠江人才计划”青年拔尖人才，参与“十五五”装备制造业高质量发展规划。累计发表中英文权威期刊论文80余篇，其中SCI/SSCI论文60余篇，包括TR Part B、TS、POM、IISE、EJOR、Ecological Economics、Omega、NRL等。出版学术专著2部，获“物华图书奖”；发明专利授权及实审多项。Google Scholar累计引用超过2000次，科研成果获IISE Transactions期刊年度最佳论文奖、Frontiers of Engineering Management期刊年度最具影响力论文奖、江苏省第十七届哲学社会科学优秀成果奖、中国拍卖行业协会年度优秀论文一等奖等10余次。

教育背景

2011.09 – 2014.08 香港大学工业及制造系统工程专业      工学博士

2008.09 – 2011.07 哈尔滨工业大学管理科学与工程专业 管理学硕士

2004.09 – 2008.07 哈尔滨工业大学数学与应用数学专业 理学学士

工作经历

2022.02 – 至今   威廉希尔中文官方网站 教授、博导

2016.09 – 2022.01 暨南大学智能科学与工程学院 教授、博导

2014.09 – 2016.08 香港大学工业及制造系统工程系 博士后、荣誉助理教授

科研论著

Journal papers

拍卖与市场设计：

[1]     Xu, S. X., Xu, G., Li, G., Gao, Y., Cheng, M.*, 2025. Leveraging e-waste recycling via auctions with dual responsibilities. Naval Research Logistics, https://doi.org/10.1002/nav.22255  

[2]     Cheng, M., Ning, Y., Xu, S. X.*, Wang, Z., 2023. Novel double auctions for spatially distributed parking slot assignment with externalities. IISE Transactions, 55 (3), 288-300.

[3]     Shao, S., Xu, S. X.*, Yang, H., Huang, G. Q., 2020. Parking reservation disturbances. Transportation Research Part B, 135, 83-97.

[4]     Shao, S., Xu, S. X.*, Huang, G. Q., 2020. Variable neighborhood search and tabu search for auction-based waste collection synchronization. Transportation Research Part B, 133, 1-20.

[5]     Xu, S. X., Shao, S.*, Qu, T., Chen, J., Huang, G. Q., 2018. Auction-based city logistics synchronization. IISE Transactions, 50 (9), 837-851.

[6]     Xu, S. X.*, Huang, G. Q., 2017. Efficient multi-attribute multi-unit auctions for B2B e-commerce logistics. Production and Operations Management, 26 (2), 292-304.

[7]     Xu, S. X., Huang, G. Q.*, Cheng, M., 2017. Truthful, budget-balanced bundle double auctions for carrier collaboration. Transportation Science, 51 (4), 1365-1386.

[8]     Xu, S. X., Cheng, M., Kong, X. T. R., Yang, H., Huang, G. Q.*, 2016. Private parking slot sharing. Transportation Research Part B, 93, 596-617. 

[9]     Xu, S. X., Cheng, M., Huang, G. Q.*, 2015. Efficient intermodal transportation auctions for B2B e-commerce logistics with transaction costs. Transportation Research Part B, 80, 322-337.

[10]     Xu, S. X., Huang, G. Q.*, 2015. Auction-based transportation procurement in make-to-order systems. IIE Transactions, 47 (11), 1236-1251.   

[11]    Xu, S. X., Huang, G. Q.*, 2014. Efficient auctions for distributed transportation procurement. Transportation Research Part B, 65, 47-64.  

[12]    Xu, S. X., Huang, G. Q.*, 2013. Transportation service procurement in periodic sealed double auctions with stochastic demand and supply. Transportation Research Part B, 56, 136-160.

[13]    Huang, G. Q., Xu, S. X.*, 2013. Truthful multi-unit transportation procurement auctions for logistics e-marketplaces. Transportation Research Part B, 47, 127-148.  

[14]    Xu, S. X., Zhao, Z., Huang, G. Q., Ding, Y., Li, M., Feng, J.*, 2025. A meta-auction for on-demand transportation procurement in industry 5.0. Transportation Research Part E, 193, 103842.

[15]    Feng, J., Ning, Y., Wang, Z., Li, G., Xu, S. X.*, 2024. ChatGPT-enabled two-stage auctions for electric vehicle battery recycling. Transportation Research Part E, 183, 103453.

[16]    Cheng, M., Inci, E., Xu, S. X.*, Zhai, Y., 2023. A novel mechanism for private parking space sharing: The Vickrey-Clarke-Groves auction with scale control. Transportation Research Part C, 150, 104106.

[17]    Xu, S. X., Feng, J.*, Huang, G. Q., Zhai, Y., Cheng, M., 2023. Toward efficient waste electric vehicle battery recycling via auction-based market trading mechanisms. International Journal of Production Research, 61 (24), 8598-8617.

[18]    Li, M., Feng, J., Xu, S. X.*, 2023. Toward resilient cloud warehousing via a blockchain-enabled auction approach. Frontiers of Engineering Management, 10 (1), 20-38.

[19]    Kang, K., Xu, S. X.*, Zhong, R. Y., Tan, B. Q., Huang, G. Q., 2022. Double auction-based manufacturing cloud service allocation in an industrial park. IEEE Transactions on Automation Science and Engineering, 19 (1), 295-307.

[20]    Ning, Y., Xu, S. X.*, Huang, G. Q., Lin, X., 2021. Optimal digital product auctions with unlimited supply and rebidding behavior. Annals of Operations Research, 307, 399-416.

[21]    Tan, B. Q., Xu, S. X.*, Kang, K., Xu, G., Qin, W., 2021. A reverse Vickrey auction for Physical Internet (PI) enabled parking management systems. International Journal of Production Economics, 235, 108083.

[22]    Xu, S. X., Zhong, R. Y.*, Cheng, M., 2019. Carrier collaboration based on market design. Computers & Industrial Engineering, 132, 223-231. 

[23]    Tan, B. Q., Xu, S. X.*, Zhong, R., Cheng, M., Kang, K., 2019. Sequential auction based parking space sharing and pricing mechanism in the era of sharing economy. Industrial Management & Data Systems, 119 (8), 1734-1747.

[24]    Chu, X., Xu, S. X.*, Cai, F., Chen, J., Qin, Q., 2019. An efficient auction mechanism for regional logistics synchronization. Journal of Intelligent Manufacturing, 30 (7), 2715-2731.  

[25]    Kong, X. T. R., Xu, S. X.*, Cheng, M., Huang, G. Q., 2018. IoT-enabled parking space sharing and allocation mechanisms. IEEE Transactions on Automation Science and Engineering, 15 (4), 1654-1664.

[26]    Cheng, M., Xu, S. X.*, Huang, G. Q., 2016. Truthful multi-unit multi-attribute double auctions for perishable supply chain trading. Transportation Research Part E, 93, 21-37.  

[27]    徐素秀*, 2024. 元宇宙虚拟资产交换拍卖机制设计. 中国拍卖, 10 (218), 24-25.

[28]    孔祥天瑞, 王超, 徐素秀*, 罗浩, 2023. 数字经销平台统采共配双层拍卖机制设计. 系统管理学报, 32 (4), 651-663.

[29]    谭冰清, 徐素秀*, 许钢焱, 周耀明, 2021. 基于组合拍卖与统一价格的停车位最优分配研究. 交通运输系统工程与信息, 21 (3), 193-199.

[30]    Kong, X. T. R., Huang, R., Kang, K.*, Xu, S., 2025. Combinatorial group-buying double auction for recycled remanufacturing products of construction waste. Transportation Research Part E, 196, 104030.

[31]    Cheng, Y., Yu, C.*, Xu, S., Zhao, S., 2024. A novel supply-demand matching model for shared manufacturing resources. International Journal of Computer Integrated Manufacturing, https://doi.org/10.1080/0951192X.2024.2426152

[32]    Kong, X. T. R., Kang, K.*, Zhong, R. Y., Luo, H., Xu, S. X., 2021. Cyber physical system-enabled on-demand logistics trading. International Journal of Production Economics, 233, 108005.

[33]    Kang, K., Zhong, R. Y.*, Xu, S. X., Tan, B. Q., Wang, L., Peng, T., 2021. Auction-based cloud service allocation and sharing for logistics product service system. Journal of Cleaner Production, 278, 123881.

[34]    Sun, J., Li, G.*, Xu, S. X., Dai, W., 2019. Intermodal transportation service procurement with transaction costs under belt and road initiative. Transportation Research Part E, 127, 31-48.

[35]    Kang, K.*, Zhong, R. Y., Xu, S., 2019. Cloud-enabled sharing in logistics product service system. Procedia CIRP, 83, 451-455.

博弈与实证分析：

[1]     Zhai, Y., Deng, H., Xu, S.*, Huang, G. Q., Cheng, T. C. E., 2025. Carbon emissions hedging and green marketing. European Journal of Operational Research, accepted.

[2]     Xu, S. X.*, 2021. Overexploitation risk in “Green Mountains and Clear Water”. Ecological Economics, 179, 106804.

[3]     Chen, F., Pavlov, V., Zhao, S., Feng, J., Xu, S. X.*, 2025. Joint operation strategy of parking and charging infrastructure. Transportation Research Part D, 144, 104773.

[4]     Chen, F., Xu, S.*, Zhai, Y., 2025. Electric vehicle subsidy structure considering network externality under carbon neutrality constraints. Kybernetes, 54 (5), 2735-2772.  

[5]     Chen, F., Xu, S. X.^#, Ning, Y.*, Ji, X., Ren, Y., 2024. Compatible electric vehicle charging service: Blessing or curse?. Journal of Retailing and Consumer Services, 79, 103830.

[6]     Tan, B. Q., Xu, S. X.*, Thürer, M., Kang, K., Zhao, Z., Li, M., 2024. Booking versus search-based parking strategy: A game-theoretic methodology. Research in Transportation Economics, 104, 101416.

[7]     Xu, S. X., Guo, R. Y., Zhai, Y.*, Feng, J., Ning, Y., 2024. Toward a positive compensation policy for rail transport via mechanism design: The case of China Railway Express. Transport Policy, 146, 322-342.  

[8]     Xu, S. X., Ning, Y.*, Cheng, H., Zhang, A., Gao, Y., Huang, G. Q., 2024. Optimal vehicle fleet planning and collaboration under carbon neutrality: A game-theoretic perspective. International Journal of Production Research, 62 (12), 4389-4406.

[9]     Cheng, H., Xu, S. X.*, Huang, G. Q., Shao, S., Xu, G., 2022. Optimal pricing for ferry services with a new entrant: A game-theoretic perspective. Transportmetrica A, 18 (3), 1626-1655.

[10]     Ning, Y., Xu, S. X.*, Yan, M., Huang, G. Q., 2018. Digital pricing with piracy and variety seeking. International Journal of Production Economics, 206, 184-195.

[11]     Xu, S. X., Lu, Q.*, Huang, G. Q., Zhang, T., 2013. Scope economies, market information, and make-or-buy decision under asymmetric information. International Journal of Production Economics, 145 (1), 339-348.

[12]    Xu, S. X.*, Lu, Q., Li, Z., 2012. Optimal modular production strategies under market uncertainty: A real options perspective. International Journal of Production Economics, 139 (1), 266-274.

[13]    翟月, 郑大昭, 徐素秀*, 黎建强, 2025. 交付时间敏感型需求下的定制化供应链对冲决策研究. 运筹与管理, 34 (2), 66-72.

[14]    徐素秀, 谢冰, 秦威*, 程会兵, 2021. 电动汽车充电与换电模式定价及投资策略. 交通运输系统工程与信息, 21 (5), 183-189.

[15]    徐素秀, 张雨萌*, 李从东, 屈挺, 2020. 知识产权保护下数字产品定价策略研究——考虑利益共享与网络外部性的分析. 价格理论与实践, 12期, 115-118+164.

[16]    翟月, 罗开南*, 徐素秀, 2024. 考虑顾客对服务质量敏感的“车联网+平台”合作机制研究. 工业工程与管理, 已录用.

[17]    Wang, Q., Xu, S. X., Ji, X.*, Zhao, N., 2024. Joint decisions on selling mode choice and emission reduction investment under cap-and-trade regulation. International Journal of Production Research, 62 (18), 6753-6780.

[18]    Zhai, Y., Choi, T. M., Shao, S.*, Xu, S. X., Huang, G. Q., 2020. Spatial-temporal hedging coordination in prefabricated housing production. International Journal of Production Economics, 229, 107792.

[19]    Li, L., Xu, S. X., Ning, Y.*, Liu, Y., Yang, S., 2023. How should companies deploy their digital supply chain platforms to gain competitive advantages? An asset orchestration perspective. Information & Management, 60 (6), 103842.

[20]    Ning, Y., Li, L.*, Xu, S. X., Yang, S., 2023. How do digital technologies improve supply chain resilience in the COVID-19 pandemic? Evidence from Chinese manufacturing firms. Frontiers of Engineering Management, 10 (1), 39-50.

[21]    Ning, Y., Yan, M.*, Xu, S. X., Li, Y., Li, L., 2021. Shared parking acceptance under perceived network externality and risks: Theory and evidence. Transportation Research Part A, 150, 1-15.

优化与智能决策：

[1]     Yu, C., Xu, S. X.*, Xu, G., 2025. A synchronized method for airport operation management: Gate reassignment and taxi routing. Industrial Management & Data Systems, DOI: 10.1108/IMDS-12-2024-1201.

[2]     Xu, S., Zhai, Y., Feng, J.*, Liu, G., 2023. A framework of carbon-neutral waste transportation: Modeling and sensitive analysis. Circular Economy, 2 (1), 100024.

[3]     Feng, J., Xu, S. X.*, Xu, G., Cheng, H., 2022. An integrated decision-making method for locating parking centers of recyclable waste transportation vehicles. Transportation Research Part E, 157, 102569.

[4]     Feng, J., Xu, S. X.*, 2021. Integrated tech-paradigm based innovative approach towards photovoltaic power generation technology. Energy Strategy Reviews, 34, 100613.

[5]     Feng, J., Xu, S. X.*, Li, M., 2021. A novel multi-criteria decision-making method for selecting the site of an electric-vehicle charging station from a sustainable perspective. Sustainable Cities and Society, 65, 102623.  

[6]     Chu, X., Shao, S.*, Xu, S. X.*, Kang, K., 2020. Data-driven ferry network design with candidate service arcs: The case of Zhuhai Islands in China. Maritime Policy & Management, 47 (5), 598-614.    

[7]     徐素秀, 王洋迪, 高原*, 郭思尼, 2024. 基于分布鲁棒优化的工业图像异常识别方法. 系统管理学报, 已录用.

[8]     丁一芳, 徐素秀*, 陆一平, 2024. 电子产品零部件的三维不规则堆叠优化问题研究. 物流技术, 43 (12), 70-84.

[9]     Wang, Y., Guo, W., Xu, S. X.*, Yuan, S. Z., 2024. Progressive self-guided hardness distillation for fine-grained visual classification. In 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 1-8.

[10]    Guo, H., Zhao, S., Ren, Y.*, Li, J., Xu, S., 2025. An XGBoost-based three-stage Prediction Approach for True User Demand of Bike-sharing Systems Based on Spatio-temporal Analysis. IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2025.3586747 

[11]    Yang, L., Gao, Y.*, D’Ariano, A., Xu, S., 2024. Integrated optimization of train timetable and train unit circulation for a Y-type urban rail transit system with flexible train composition mode. Omega, 122, 102968.

[12]    Zhou, B., Dong, Y., Yang, G.*, Hou, F., Hu, Z., Xu, S., Ma, S., 2023. A graph-attention based spatial-temporal learning framework for tourism demand forecasting. Knowledge-Based Systems, 263, 110275.

[13]    Qiu, X., Xu, S. X., Xu, G.*, 2021. Pricing and scheduling of barge hinterland transportation service for inbound containers. Transportation Research Part E, 156, 102515.

[14]    Yan, M., Feng, J.*, Xu, S. X., 2021. Interval-valued intuitionistic pure linguistic entropy weight method and its application to group decision-making. Journal of Intelligent & Fuzzy Systems, 41 (2), 3301-3316.

[15]    Shu, P., Sun, Y., Xie, B., Xu, S. X., Xu, G.*, 2021. Data-driven shuttle service design for sustainable last mile transportation. Advanced Engineering Informatics, 49, 101344.

[16]    Xu, G., Zhang, R., Xu, S. X., Kou, X., Qiu, X.*, 2021. Personalized multimodal travel service design for sustainable intercity transport. Journal of Cleaner Production, 308, 127367.

[17]    林瀚盛, 屈挺*, 徐素秀, Thürer M., 郭洪飞, 黄国全, 2021. 双渠道多级分销网络库存整合优化配置. 工业工程, 24 (4), 134-142.

[18]    Wang, J.*, Xu, S. X., Xu, G., 2020. Intelligent decision making for service and manufacturing industries. Journal of Intelligent Manufacturing, 31 (8), 2089-2090.

[19]    Chu, X., Cai, F., Gao, D., Li, L., Cui, J., Xu, S. X., Qin, Q.*, 2020. An artificial bee colony algorithm with adaptive heterogeneous competition for global optimization problems. Applied Soft Computing, 93, 106391.

[20]    Chu, X., Gao, D., Chen, J., Cui, J., Cui, C., Xu, S. X., Qin, Q.*, 2019. Adaptive differential search algorithm with multi-strategies for global optimization problems. Neural Computing and Applications, 31 (12), 8423-8440.

[21]    Zhang, M., Huang, G. Q.*, Xu, S. X., Zhao, Z., 2019. Optimization based transportation service trading in B2B e-commerce logistics. Journal of Intelligent Manufacturing, 30 (7), 2603-2619.

[22]    Huang, G. Q., Zhang, T.*, Xu, S. X., Qu, T., 2014. Headquarter-centered common order management: A simulation approach. Production Planning & Control, 25 (13-14), 1156-1168.

教改论文：

[1]     高原, 徐素秀*, 丁洳茜, 2024. 管理科学与工程专业建模优化实践课程建设探索. 高教学刊, 10 (12), 29-32+37.

Books

[1]    徐素秀, 冯江洪, 李果, 孔祥天瑞, 2024. “新质循环经济下的废弃物管理拍卖机制与运营优化”. 经济科学出版社, ISBN：978-7-5218-5978-2.

[2]    孔祥天瑞, 徐素秀, 黄国全, 秦开大, 2022. “数智化生鲜农产品拍卖机制与运营优化”. 经济科学出版社, ISBN：978-7-5218-3148-1.

[3]    Xu, S. X., 2023. Overexploitation. In Dictionary of Ecological Economics (pp. 394-394). Edward Elgar Publishing.

科研项目

[1]    2025.01-2028.12，国家自然科学基金面上项目：“基于组合拍卖与深度强化学习的停车位-充电桩预约共享机制及算法研究”（72471028），项目负责人，42万.

[2]    2021.01-2024.12，国家自然科学基金面上项目：“基于鲁棒优化与多阶段组合拍卖的动态垃圾清运联动机制及算法研究”（72071093），项目负责人，49万.

[3]    2018.01-2020.12，国家自然科学基金青年基金项目：“基于单边组合VCG拍卖的城市物流联动机制及算法研究”（71701079），项目负责人，18万.（后评估为“特优”）

[4]    2022.08-2022.12，珠海市横向项目：“鹤洲新区陆岛交通扶持政策研究服务项目”，项目负责人，27.5万.

[5]    2020.01-2021.12，广东省自然资源厅项目：“基于大数据的珠海万山群岛运输网络及公共服务云平台设计”（粤自然资合[2020]071号），项目负责人，100万.

[6]    2020.01-2024.12，“广东特支计划”本土创新创业团队项目：“大湾区智慧物流团队”（2019BT02S593），核心成员（排名4/6），1000万.

[7]    2018.05-2018.08，珠海市横向项目：“珠海万山区海岛客运规划研究”，项目负责人，24.8万.

学术兼职

中国管理科学与工程学会交通运输管理分会委员

中国机械工程学会工业工程分会委员

中国系统工程学会物流系统工程专业委员会委员

中国农业工程学会农产品物流工程专业委员会委员

中国管理现代化研究会管理与决策科学专业委员会理事

工程院院刊Frontiers of Engineering Management特约通讯专家

《工业工程》青年编委

《交通工程》青年编委

International Journal of Transportation Science and Technology 青年编委

RAE (Journal of Business Management)等SSCI/ABS期刊副编辑

International Journal of Production Economics、Journal of Intelligent Manufacturing、Journal of Advanced Transportation、International Journal of Engineering Business Management等SCI期刊客座编辑

管理科学、交通运输、运筹优化等领域30多个中英文重要期刊审稿人

发明专利

[1]    邵赛俊，徐素秀，程会兵，屈挺，谭冰清. 一种基于可变邻域下降混合算法的轮渡服务网络优化方法. 专利号：202010325030.5，状态：已授权.

[2]    李明，徐素秀. 一种基于NB-IoT的低功耗多模定位方法及系统. 专利号：202010338161.7，状态：已受理.

[3]    徐素秀, 冯江洪, 杨光华, 屈挺, 程会兵. 一种基于多属性决策的海岛垃圾中转站选址优化方法. 专利号：202111571408.0，状态：已受理.

[4]    周炳贵、杨光华、施政、徐素秀、胡铮、江海涛. 一种基于图卷积与注意力机制的时空旅游需求预测方法. 专利号：202210945483.7，状态：已受理.

荣誉奖励

2017年广东省“珠江人才计划”青年拔尖人才

科研论文“Auction-based city logistics synchronization”获IISE旗舰期刊《IISE Transactions》年度最佳论文奖

科研论文“How do digital technologies improve supply chain resilience in the COVID-19 pandemic? Evidence from Chinese manufacturing firms”获中国工程院期刊《Frontiers of Engineering Management》年度最具影响力论文奖

科研论文“ChatGPT-enabled two-stage auctions for electric vehicle battery recycling”获中国拍卖行业协会年度优秀论文一等奖

科研论文“Intermodal transportation service procurement with transaction costs under belt and road initiative”获江苏省第十七届哲学社会科学优秀成果奖

学术专著《数智化生鲜农产品拍卖机制与运营优化》获第九届物华图书奖

2025 NSFC-RGC Conference on “Frontiers of Digital Twins in Intelligent Manufacturing and Smart Cities”优秀论文奖

2024中国工业工程年会最佳论文奖

2024决策科学学术年会优秀论文奖

2024 CSIE&CIEDH国际会议最佳论文奖

2021 IEEE IEEM国际会议最佳论文奖

2016 IISE Asia国际会议最佳论文奖

招生要求

具有较好的数理基础、较强的英文读写能力，对现实中的管理科学问题有一定兴趣，乐观开朗。

博士后要求

以第一作者或通讯作者发表相关领域权威期刊论文2篇以上，不忘学术之初心，乐观开朗。

管理咨询服务

团队具有丰富的产学研用经验，可提供企业管理咨询（流程梳理与优化、企业文化与战略规划）、智慧物流系统开发与优化算法、智慧城市系统开发与优化算法等管理及技术咨询服务。

相关报道

[1]    干思思, 2022. 徐素秀: “算法”诗情. 科学中国人, 2022年1月, 60-63.

文学作品

[1]    徐苏秀, 2023. “迷者之歌”. 中国财富出版社. ISBN：978-7-5047-7903-8.

(个人诗集，收录现代诗百余首)

此外，在纯文学杂志发表多部中短篇小说、剧本等。

 

联系方式

通信地址：北京市海淀区中关村南大街5号williamhill官网主楼407

邮政编码：100081

电话：010-68918160

邮箱：xusuxiu@bit.edu.cn