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XIAO Shuaiyong
XIAO Shuaiyong

Associate Professor

Department: Management Science and Engineering

Email: syxiao@tongji.edu.cn

Research Interests: Multimodal Business Intelligence, Explainable Deep Learning, LLM Reasoning

  • 2015 – 2021, Ph.D. in Information Management and Information Systems, Fudan University
  • 2011 – 2015, B.A. in Information Management and Information Systems, Jilin University
  • 2025 – Now, Associate Professor, School of Economics and Management, Tongji University
  • 2022 – 2025, Postdoctoral Fellow, School of Economics and Management, Tongji University
  • 2021 – 2022, Postdoctoral Fellow, School of Computer Science, Fudan University

Journal Publications (Corresponding Author)

  • Gang Chen, Lihua Huang, Shuaiyong Xiao*, Chenghong Zhang, and Huimin Zhao. Attending to Customer Attention: A Novel Deep Learning Method for Leveraging Multimodal Online Reviews to Enhance Sales Prediction. Information Systems Research, 2024, 35(2), 829-849.
  • Gang Chen, Shuaiyong Xiao*, Chenghong Zhang, and Huimin Zhao. A Theory-driven Deep Learning Method for Voice-chat-based Customer Response Prediction. Information Systems Research, 2023, 34(4), 1513-1532.
  • Liqian Bao, Gang Chen*, Zongxi Liu, Shuaiyong Xiao, and Huimin Zhao. Predicting Reward-Based Crowdfunding Success with Multimodal Data: A Theory-Guided Framework. Information & Management, 2025, 62(4), 104131.
  • Shuaiyong Xiao, Jianxiong Wang, Jiwei Wang, Runlin Chen, and Gang Chen*. On the Consensus of Synchronous Temporal and Spatial Views: A Novel Multimodal Deep Learning Method for Social Video Prediction. Information Processing and Management, 2024, 61(1), 103534.
  • Jie Lin, Xueyu Liu*, Shuaiyong Xiao, and Haowen Lin. Exploring Customer Satisfaction Across Language Backgrounds: A Hybrid Framework on Multilingual eWOM. Journal of Electronic Commerce Research, 2024, 25(3), 191-208.
  • Zongxiang Zhang, Gang Chen, Yunjie Xu, Lihua Huang, Chenghong Zhang*, and Shuaiyong Xiao. FedDQA: A Novel Regularization-Based Deep Learning Method for Data Quality Assessment in Federated Learning. Decision Support Systems, 2024, 180, 114183.
  • Gang Chen, Xiangge Li, Shuaiyong Xiao, Chenghong Zhang*, and Xianghua Lu. RACL: A Robust Adaptive Contrastive Learning for Conversational Satisfaction Prediction. Pattern Recognition, 2023, 138, 109386.
  • Shuaiyong Xiao, Gang Chen, Chenghong Zhang*, and Xiangge Li. Complementary or Substitutive? A Novel Deep Learning Method to Leverage Text-image Interactions for Multimodal Review Helpfulness Prediction, Expert Systems with Applications, 2022, 118138.
  • Gang Chen, Shuaiyong Xiao, Chenghong Zhang*, and Wei Wang. An orthogonal-space-learning-based method for selecting semantically helpful reviews. Electronic Commerce Research and Applications, 2022, 53, 101154.
  • 金旭磊,陈刚*,黄丽华,肖帅勇,张成洪. 大模型的商业化应用:现状,挑战与对策, 工程管理科技前沿, 录用待发表.
  • 张成洪,肖帅勇*,陆天,卢向华,黄丽华. 基于校园消费数据分析大学生网络借贷行为:借款倾向、消费变化与违约风险. 系统工程理论与实践. 2021, 41(03): 574-586.

Reviewer for

  • Journals: Information Systems Research, Information Processing and Management, Electronic Commerce Research, International Journal of Business Information Systems
  • Conferences: ICIS, PACIS, AMCIS, CSWIM, WITS

PC member: ICSF 2025, WITS 2024

X Thank you for your interest in Master of Global Management, Tongji University!