Books

• Navigating the Factor Zoo: The Science of Quantitative Investing
  (with M. X. Zhang and T. Lu), Routledge, 2024

• 机器学习与资产定价
  (with X. Wang), 电子工业出版社, 2022
  This book is the Chinese translation of Nagel, S. (2021). Machine Learning in Asset Pricing. Princeton University Press

• 因子投资：方法与实践
  (with Y. Liu and X. Lian), 电子工业出版社, 2020
  入选中国知网·中国科学文献计量评价研究中心“高被引图书 TOP 1%（2019-2023）”榜单

Book Chapter Contributions

• Chapter 6: Critical Data Elements: Identification, Validation, and Assessment
  In: R. Jugulum. Competing with Data Quality: Relevance and Importance in Industry, Wiley, 2014

• Chapter 7: Prioritization of Critical Data Elements (Funnel Approach)
  In: R. Jugulum. Competing with Data Quality: Relevance and Importance in Industry, Wiley, 2014

Selected Publications

• Operations & supply chain management: Principles and practice
  (Crowdsourcing review paper with 92 coauthors)
  International Journal of Production Research, forthcoming

• From econometrics to machine learning: Transforming empirical asset pricing
  Journal of Economic Surveys, 2025

• A graph-theoretic approach to detection of Parkinsonian freezing of gait from videos
  (with Q. Liu, J. Bao, X. Zhang, C. C. Liu, and R. Luo), Statistics in Medicine 44(5), 2025, e70020.

• Part sojourn time distribution in a two-machine line
  (with S. B. Gershwin), European Journal of Operational Research 248(1), 2016, 146-158

• A segmentation approach for solving buffer allocation problems in large production systems
  (with S. B. Gershwin), International Journal of Production Research 54(20), 2016, 6121-6141

• Improving financial services data quality - A Citigroup practice
  (with H. Heien, J. R. Talburt, R. A. Granese, D. W. Gray, R. Jugulum, R. Ramachandran, J. Singh, J. Hamilton, and H. I. Joyce)
  International Journal of Lean Six Sigma 6(2), 2015, 98-110

• Improvement of the evaluation of closed-loop production systems with unreliable machines and finite buffers
  (with S. B. Gershwin), Computers & Industrial Engineering 75, 2014, 239-256

• The look-ahead function based interpolation algorithm for continuous micro line trajectories
  (with P. Ye), International Journal of Advanced Manufacturing Technology 54(5-8), 2011, 649-668

• An efficient buffer design algorithm for production line profit maximization
  (with S. B. Gershwin), International Journal of Production Economics 122(2), 2009, 725-740

• Interpolation of continuous micro line segment trajectories based on look-ahead algorithm in high-speed machining
  (with P. Ye, K. Yang, and Q. Lv), International Journal of Advanced Manufacturing Technology 37, 2008, 881-897

• Look-ahead feedrate plan method based on the requirement of real time and its experimental study
  (with Q. Lv, H. Zhang, K. Yang, and H. Lu), Machine Tool & Hydraulics 36(4), 2008, 1-4

• Design of air-operated spring-based stand assist chair tracking knee joint torque for the elderly
  (with B. Lin), Virtual and Physical Prototyping 2(3), 2007, 173-179

• Study on S-shape curve acceleration and deceleration control on NC system
  (with T. Zhao, P. Ye, and Q. Lv), China Mechanical Engineering 18(7), 2007, 1421-1425

• Smooth transfer control algorithm of continuous segment trajectory in CNC system
  (with K. Yang, P. Ye, and Q. Lv), Journal of Tsinghua University (Science and Technology) 47(8), 2007, 1295-1299

• Study on end-point discrimination methods of circular interpolation
  (with B. Lin, P. Ye, and H. Zhang), Manufacturing Technology & Machine Tool, 2007, 86-90

• Study on control algorithm for continuous segments trajectory interpolation
  (with P. Ye and Q. Lv), Journal of Wuhan University of Technology 28(z2), 2006, 994-998

Working Papers

• Link prediction in supply chain networks: An analysis of graph-based and tabular-based methods (with X. Su, R. Luo, and Q. Geng), 2025

• Seeing through the haze: Estimating corporate Scope 3 emissions from incomplete ESG data (with X. Su, R. Luo, and Q. Geng), 2025

• A machine learning-based factor investing framework for Chinese convertible bonds (with J. Qiu, X. Zheng, and X. Fang), 2025

• A multi-tier methodology for Scope 3 emissions accounting in complex supply chains: Mathematical framework and empirical insights from China (with R. Luo, Q. Geng, and C. Dang), 2025, under review

• Technological momentum in China: Large language model meets simple classifications
  (with R. Luo, S. Zhao, Q. Wu, and Q. Geng), 2025, under review

• Overreaction and underreaction: Building a behavioral four-factor model for China
  (with X. Lian and Y. Liu), 2025, under review, (original version written in 2021 with the title “A composite four-factor model in China”)

• Lead time distribution in a small manufacturing system with unreliable machines and finite buffers (with S. B. Gershwin), 2025

• The additive property of local bottlenecks in long production line optimization
  (with S. B. Gershwin), 2025

Permanent Working Papers

• Behavioral finance and empirical asset pricing 2025, SSRN 5137986

• Trend following strategies: A practical guide (with X. Lian), 2025, SSRN 5140633

• The evolution of asset allocation: From classical models to modern innovations 2024, SSRN 5194749

• Multiple hypothesis testing, empirical asset pricing, and factor investing 2024, SSRN 5145640

• Piotroski’s F-score in the Chinese stock market 2024, SSRN 5144971
  Finalist of Quantpedia Awards 2025

• The profitability factor, its extensions, and evidence from China (with X. Lian), 2022, SSRN 5146149

• Refined book-to-market ratio and the cross-section of stock returns in China (with X. Lian and Y. Liu), 2019