基本信息

Name: Changchun Liu


Title: Associate Professor
 

Work Experience:

  • May 2024 – Present: Associate Professor, School of Management, Xi'an Jiaotong University
  • January 2019 – April 2024: Research Fellow/Senior Research Fellow, National University of Singapore Advisor: Prof. Teo Chung Piaw

Educational Background:

  • January 2013 – January 2019: Ph.D. in Industrial Engineering, Tsinghua University
    Advisor: Prof. Li Zheng  

Biography
Changchun Liu, originally from Linyi, Shandong Province, received his Ph.D. in Industrial Engineering from Tsinghua University in 2019 under the supervision of Prof. Li Zheng. In September 2018, he joined the Institute of Operations Research and Analytics (IORA) at the National University of Singapore (NUS), where he collaborated with Prof. Lee Loo Hay on research related to port operations management. In April 2020, he joined the Singapore Airlines-NUS Digital Aviation Lab, working with Prof. Teo Chung Piaw on airline revenue management research.

 

In 2024, he joined Xi'an Jiaotong University and was selected for the Shaanxi Provincial High-level Talent Youth Project. To date, he has published over 20 SCI papers as the first or corresponding author in areas such as revenue management, port resource scheduling, and production scheduling optimization. His representative papers have been published or accepted in journals such as POMS, EJOR, and IISE.

 

He also serves as a reviewer for journals like MS, TS, TRB, and EJOR. He has completed multiple research papers related to airline revenue management and developed relevant products. His Sense-Infer-Adapt system is currently in trial at Singapore Airlines. His paper "Fare Ladder Optimization: Airline Revenue Management in Volatile Environment" won third place in the 2023 Management Science Practice Award by the Chinese Scholars Association for Management Science and Engineering.

联系方式

站点计数器

研究领域

Research Areas:

  • Airline Revenue Management
  • Smart Ports
  • Intelligent Manufacturing

Working Papers

  • Liu Changchun*, Gang Guo, Hong Ming Tan, Chung Piaw Teo, Yan Chen, and Tim Lee, Fare Ladder Optimization: Airline Revenue Management in a Volatile Environment. Operations Research, Major Revision

  • Liu Changchun, Hailong Sun*, Chung Piaw Teo, and Maoqi Liu, Pricing Analytics of Primary and Ancillary Products Using Conversion Rate Data, Operations Research, R&R, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4095769

  • Liu Changchun, Liu Ju*, Teo Chung Piaw, Picking Lotto Winning Numbers Using Mixed Integer Programs: Beyond Finite Geometry & Random Pick, Management Science, R&R. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4756280

  • Qi Wei, Liu Changchun, Teo Chung Piaw, Balancing Variety and Choice: Assortment Optimization under Choice Set Effect, Production and Operations Management, R&R

  • Coordinating Airfare Pricing: Evidence from A Large-Scale Field Experiment, joint work with Guo Gang and Teo Chung Piaw, Prepare for submission.

  • Mitigating the Spiral Down Effect: Revenue Management under Branded Fare Structure, joint work with Wu Lan, Teo Chung Piaw, Zhang Xun, Prepare for submission.

  • Assortment Optimization with Framing Effects: Market Share Analysis through Joint Assortment and Pricing Experiments, joint work with Yan Zhenzhen, Teo Chung Piaw, Prepare for submission.

  • Opaque Selling Using Choquet Expected Utility Model Joint work with Liu Zhaoyan and Teo Chung Piaw, Prepare for submission.

  • Feature-Based Pricing: A Marginal Exponential Model, Joint work with Jin Xiao and Teo Chung Piaw, Prepare for submission.

  • Offer Set Design and Pricing with a Focus on Social Welfare, Joint Work with Liu Ju and Teo Chung Piaw, Prepare for submission.

  • Identifying the Causal Effects of Net Promoter Score on Revenue Growth, Joint work with Ren Junjie, Edgar Jeevan Danaraj, Jussi, Keppo, Teo Chung Piaw

 

Publications:

 

Area 1: Revenue management

  • Ju Liu, Changchun Liu*, and Chung Piaw, Teo, Picking Winners: Diversification through Portfolio Optimization. Production and Operations Management, 32(9): 2864-2884.

  • Maoqi Liu, Li Zheng, Changchun Liu and Zhi-hai Zhang*, From Share-of-Choice to Buyers’ Welfare Maximization: Bridging the Gap through Distributionally Robust Optimization, Production and Operations Management, 32(4): 1205-1222.

Area 2: Optimization in Container Terminals

  • Xi Xiang, Xiaowei Xu, Changchun Liu, Shuai Jia*. Liner fleet deployment and empty container repositioning under demand uncertainty: A robust optimization approach. Transportation Research Part B: Methodological, Accepted.

  • Xiang, Xi, Changchun Liu, and Shuai Jia*. "Tactical vessel deployment and empty container repositioning considering container turnover times." Computers & Industrial Engineering (2024): 110032.

  • Xiang, Xi, and Changchun Liu*. "An almost robust optimization model for integrated berth allocation and quay crane assignment problem." Omega 104 (2021): 102455.

  • Xiang, Xi, and Changchun Liu*. "An expanded robust optimisation approach for the berth allocation problem considering uncertain operation time." Omega 103 (2021): 102444.

  • Xiang, Xi, Changchun Liu*, Loo Hay Lee, and Ek Peng Chew. "Performance estimation and design optimization of a congested automated container terminal." IEEE Transactions on Automation Science and Engineering 19, no. 3 (2021): 2437-2449.

  • Liu, Changchun*. "Iterative heuristic for simultaneous allocations of berths, quay cranes, and yards under practical situations." Transportation Research Part E: Logistics and Transportation Review 133 (2020): 101814.

  • Xiang, Xi, and Changchun Liu*. "Modeling and analysis for an automated container terminal considering battery management." Computers & Industrial Engineering 156 (2021): 107258.

  • Liu, Changchun, Xi Xiang, and Li Zheng. "A two-stage robust optimization approach for the berth allocation problem under uncertainty." Flexible Services and Manufacturing Journal 32 (2020): 425-452.

  • Liu, Changchun. "A note on tactical berth allocation under uncertainty." European Journal of Operational Research 278, no. 1 (2019): 363-364.

  • Xiang, Xi, Changchun Liu, and Lixin Miao*. "Reactive strategy for discrete berth allocation and quay crane assignment problems under uncertainty." Computers & Industrial Engineering 126 (2018): 196-216.

  • Liu, Changchun*, Xi Xiang, and Li Zheng. "Two decision models for berth allocation problem under uncertainty considering service level." Flexible Services and Manufacturing Journal 29 (2017): 312-344.

  • Liu, Changchun, Canrong Zhang, and Li Zheng. "A bi-objective model for robust yard allocation scheduling for outbound containers." Engineering Optimization 49, no. 1 (2017): 113-135.

  • Xiang, Xi, Changchun Liu, and Lixin Miao. "A bi-objective robust model for berth allocation scheduling under uncertainty." Transportation Research Part E: Logistics and Transportation Review 106 (2017): 294-319.

  • Xiang, Xi, Changchun Liu, and Lixin Miao. "A bi-objective robust model for berth allocation scheduling under uncertainty." Transportation Research Part E: Logistics and Transportation Review 106 (2017): 294-319.

  • Liu, Changchun, Xi Xiang, Canrong Zhang, and Li Zheng. "A decision model for berth allocation under uncertainty considering service level using an adaptive differential evolution algorithm." Asia-Pacific Journal of Operational Research 33, no. 06 (2016): 1650049.

Area 3：Production Scheduling

  • Hao, Xinye#, Changchun Liu#, Maoqi Liu#, Canrong Zhang, and Li Zheng. "Solving a real-world large-scale cutting stock problem: A clustering-assignment-based model." IISE Transactions 55, no. 11 (2023): 1160-1173.

  • Liu, Maoqi, Li Zheng, and Changchun Liu*. "Faster or fewer iterations? A strategic perspective of a sequential product development project." IISE Transactions 53, no. 11 (2021): 1196-1214.

  • Liu, Changchun*, Xi Xiang, and Li Zheng. "Value of information sharing in a multiple producers–distributor supply chain." Annals of Operations Research 285 (2020): 121-148.

  • Wang, Qiang, Changchun Liu*, and Li Zheng. "A column-generation-based algorithm for a resource-constrained project scheduling problem with a fractional shared resource." Engineering Optimization (2019).

  • Liu, Changchun, Xi Xiang, Li Zheng, and Jing Ma. "An integrated model for multi-resource constrained scheduling problem considering multi-product and resource-sharing." International Journal of Production Research 56, no. 19 (2018): 6491-6511.

  • Liu, Changchun, Chenjie Wang, Zhi-hai Zhang, and Li Zheng. "Scheduling with job-splitting considering learning and the vital-few law." Computers & Operations Research 90 (2018): 264-274.

  • Changchun, Liu, Xiang Xi, Zhang Canrong, Wang Qiang, and Zheng Li. "A column generation based distributed scheduling algorithm for multi-mode resource constrained project scheduling problem." Computers & Industrial Engineering 125 (2018): 258-278.

  • Liu, Changchun, Qiang Wang, Xi Xiang, and Li Zheng. "Minimising tardiness in hybrid two-stage batch scheduling problem in cyber-physical systems." European Journal of Industrial Engineering 12, no. 2 (2018): 276-306.

  • Wang, Chenjie, Changchun Liu, Zhi-hai Zhang, and Li Zheng. "Minimizing the total completion time for parallel machine scheduling with job splitting and learning." Computers & Industrial Engineering 97 (2016): 170-182.

  • Qiang Wang, Changchun Liu*, and Baoru Zhou. "Blockchain-based Trustworthy Transaction Methods for Manufacturing Services." Computer Integrated Manufacturing Systems 25, no. 12 (2019): 3247-3257.

Other logistics related

  • Pei, Zhi, Yunduo Liu, Xu Dai, Yilun Yuan, and Changchun Liu. "When drone delivery meets human courier: A co-sourcing perspective." Transportation Research Part C: Emerging Technologies 156 (2023): 104333.

  • Xi Xiang, Changchun Liu, Lin Gong*. Adaptive incentive mechanism with predictors for on-time attended home delivery problem, Computers & Industrial Engineering, 2024(197):110570.

  • Liu, Kanglin, Changchun Liu, Xi Xiang, and Zhili Tian. "Testing facility location and dynamic capacity planning for pandemics with demand uncertainty." European journal of operational research 304, no. 1 (2023): 150-168.

  • Xiang, Xi, Tao Fang, Changchun Liu, and Zhi Pei. "Robust service network design problem under uncertain demand." Computers & Industrial Engineering 172 (2022): 108615.

  • Pei, Zhi, Xu Dai, Yilun Yuan, Rui Du, and Changchun Liu*. "Managing price and fleet size for courier service with shared drones." Omega 104 (2021): 102482.

  • Xi, Xiang, Liu Changchun, Wang Yuan, and Lee Loo Hay. "Two-stage conflict robust optimization models for cross-dock truck scheduling problem under uncertainty." Transportation Research Part E: Logistics and Transportation Review 144 (2020): 102123.

  • Xiang, Xi, Changchun Liu*, and Lixin Miao. "Storage assignment and order batching problem in Kiva mobile fulfilment system." Engineering Optimization 50, no. 11 (2018): 1941-1962.