Xueqi Cheng

Xueqi Cheng

Ph.D. student in Computer Science at Vanderbilt University

Publications

You can find all of my publications on my Google Scholar profile

Selected Papers

  1. Xueqi Cheng, Yu Wang, Yunchao Liu, Yuying Zhao, Charu C. Aggarwal, and Tyler Derr. “Edge Classification on Graphs: New Directions in Topological Imbalance.” ACM International Conference on Web Search and Data Mining (WSDM) [Paper][Code] (2025).

  2. Xueqi Cheng. “Edge-Centric Network Analytics” ACM International Conference on Web Search and Data Mining (WSDM) [Paper](2025).

  3. Xueqi Cheng, Catherine Yang, Yuying Zhao, Yu Wang, Hamid Karimi, and Tyler Derr. “A Comprehensive Analysis of Social Tie Strength: Definitions, Prediction Methods, and Future Directions.” [Paper][Code] (2024).

  4. Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng et al. “Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey.” [Paper][Code] (2025).

  5. Yu Wang, Tong Zhao, Yuying Zhao, Yunchao Liu, Xueqi Cheng, Neil Shah, and Tyler Derr. “A Topological Perspective on Demystifying GNN-Based Link Prediction Performance.” International Conference on Learning Representations (ICLR) [Paper][code] (2024).

  6. Yi Zhang, Yuying Zhao, Zhaoqing Li, Xueqi Cheng, Yu Wang, Olivera Kotevska, Philip S. Yu, and Tyler Derr. ”A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications.” IEEE Transactions on Knowledge and Data Engineering (TKDE) [Paper] (2023).

  7. Yuying Zhao, Yu Wang, Yunchao Liu, Xueqi Cheng, Charu Aggarwal, and Tyler Derr. ”Fairness and Diversity in Recommender Systems: A Survey.” ACM Transactions on Intelligent Systems and Technology (TIST) [Paper] (2023).

  8. Xueqi Cheng, Yan Zhang, Sining Lu, Yinqiao Zhu, and Wei He. “Urban Bridge Conceptual Design Based on Virtual Reality Graphic Engine.” In IABSE Symposium Report, vol. 108, no. 1, pp. 74-75. International Association for Bridge and Structural Engineering, 2017.