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Jian Pei

Pei

Professor of Computer Science

Appointments and Affiliations

  • Professor of Computer Science
  • Professor of Biostatistics & Bioinformatics

Contact Information

  • Email Address: j.pei@duke.edu

Education

  • Ph.D. Simon Fraser University, 2002

Courses Taught

  • CBB 526: Data Science
  • CBB 590: Special Topics in Computational Biology
  • COMPSCI 393: Research Independent Study
  • COMPSCI 394: Research Independent Study
  • COMPSCI 526: Data Science
  • COMPSCI 590: Advanced Topics in Computer Science
  • ECE 583: Data Science
  • ECE 590: Advanced Topics in Electrical and Computer Engineering
  • ECE 899: Special Readings in Electrical Engineering

In the News

Representative Publications

  • Xia, L; Huang, C; Xu, Y; Pei, J, Multi-Behavior Sequential Recommendation With Temporal Graph Transformer, Ieee Transactions on Knowledge and Data Engineering, vol 35 no. 6 (2023), pp. 6099-6112 [10.1109/TKDE.2022.3175094] [abs].
  • Zhang, Z; Niu, C; Cui, P; Pei, J; Zhang, B; Zhu, W, Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing, Ieee Transactions on Knowledge and Data Engineering, vol 35 no. 6 (2023), pp. 6182-6193 [10.1109/TKDE.2022.3154391] [abs].
  • Peng, J; Zou, H; Liu, J; Li, S; Jiang, Y; Pei, J; Cui, P, Offline Policy Evaluation in Large Action Spaces via Outcome-Oriented Action Grouping, Acm Web Conference 2023 Proceedings of the World Wide Web Conference, Www 2023 (2023), pp. 1220-1230 [10.1145/3543507.3583448] [abs].
  • Huang, R; Wang, J; Song, S; Lin, X; Zhu, X; Pei, J, Efficiently Cleaning Structured Event Logs: A Graph Repair Approach, Acm Transactions on Database Systems, vol 48 no. 1 (2023) [10.1145/3571281] [abs].
  • Zhang, Z; Cui, P; Pei, J; Wang, X; Zhu, W, Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs, Ieee Transactions on Knowledge and Data Engineering, vol 35 no. 3 (2023), pp. 2544-2555 [10.1109/TKDE.2021.3112746] [abs].