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Dive into the research topics where Shichao Pei is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Avoiding Structural Pitfalls: Self-Supervised Low-Rank Feature Tuning for Graph Test-Time Adaptation
Zhang, H., Li, Z., Zhang, Q., Kou, Z., Li, J. & Pei, S., Nov 2025, In: Transactions on Machine Learning Research. 2025-NovemberResearch output: Contribution to journal › Article › peer-review
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Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory
Zhang, Q. & Pei, S., Oct 21 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 2850-2857 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Erratum: Strategies to include prior knowledge in omics analysis with deep neural networks (Patterns (2025) 6(3), (S2666389925000510), (10.1016/j.patter.2025.101203))
Thapa, K., Kinali, M., Pei, S., Luna, A. & Babur, Ö., 2025, (Accepted/In press) In: Patterns. 101235.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
INJECTING UNIVERSAL JAILBREAK BACKDOORS INTO LLMS IN MINUTES
Chen, Z., Zhang, Q. & Pei, S., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 19920-19936 17 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Knowledge Distillation on Graphs: A Survey
Tian, Y., Pei, S., Zhang, X., Zhang, C. & Chawla, N. V., Mar 5 2025, In: ACM Computing Surveys. 57, 8, p. 1-16 16 p., 189.Research output: Contribution to journal › Article › peer-review
Open Access