Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory

Qiannan Zhang; Shichao Pei

doi:10.3233/FAIA251142

Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory

Qiannan Zhang
, Shichao Pei

Computer Science

Cornell University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings
Editors	Ines Lynce, Nello Murano, Mauro Vallati, Serena Villata, Federico Chesani, Michela Milano, Andrea Omicini, Mehdi Dastani
Publisher	IOS Press BV
Pages	2850-2857
Number of pages	8
ISBN (Electronic)	9781643686318
DOIs	https://doi.org/10.3233/FAIA251142
State	Published - Oct 21 2025
Event	28th European Conference on Artificial Intelligence, ECAI 2025, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Bologna, Italy Duration: Oct 25 2025 → Oct 30 2025

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	413
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

Conference

Conference	28th European Conference on Artificial Intelligence, ECAI 2025, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025
Country/Territory	Italy
City	Bologna
Period	10/25/25 → 10/30/25

ASJC Scopus Subject Areas

Artificial Intelligence

Access to Document

10.3233/FAIA251142

Cite this

Zhang, Q., & Pei, S. (2025). Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. In I. Lynce, N. Murano, M. Vallati, S. Villata, F. Chesani, M. Milano, A. Omicini, & M. Dastani (Eds.), ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings (pp. 2850-2857). (Frontiers in Artificial Intelligence and Applications; Vol. 413). IOS Press BV. https://doi.org/10.3233/FAIA251142

Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. / Zhang, Qiannan; Pei, Shichao.
ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. ed. / Ines Lynce; Nello Murano; Mauro Vallati; Serena Villata; Federico Chesani; Michela Milano; Andrea Omicini; Mehdi Dastani. IOS Press BV, 2025. p. 2850-2857 (Frontiers in Artificial Intelligence and Applications; Vol. 413).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, Q & Pei, S 2025, Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. in I Lynce, N Murano, M Vallati, S Villata, F Chesani, M Milano, A Omicini & M Dastani (eds), ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Frontiers in Artificial Intelligence and Applications, vol. 413, IOS Press BV, pp. 2850-2857, 28th European Conference on Artificial Intelligence, ECAI 2025, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025, Bologna, Italy, 10/25/25. https://doi.org/10.3233/FAIA251142

Zhang Q, Pei S. Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. In Lynce I, Murano N, Vallati M, Villata S, Chesani F, Milano M, Omicini A, Dastani M, editors, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. IOS Press BV. 2025. p. 2850-2857. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/FAIA251142

Zhang, Qiannan ; Pei, Shichao. / Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. editor / Ines Lynce ; Nello Murano ; Mauro Vallati ; Serena Villata ; Federico Chesani ; Michela Milano ; Andrea Omicini ; Mehdi Dastani. IOS Press BV, 2025. pp. 2850-2857 (Frontiers in Artificial Intelligence and Applications).

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Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory

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