The Limits of Graph Samplers for Training Inductive Recommender Systems
T.E. Jendal, M. Lissandrini, P. Dolog, K. Hose, "The Limits of Graph Samplers for Training Inductive Recommender Systems," in VLDB, 2025
CV
Education
- Ph.D in Computer Science, Aalborg University, 2025 (expected)
- M.S. in Software (Engineering), Aalborg University, 2020
- B.S. in Software (Engineering), Aalborg University, 2018
Academic and Professional Activities
- Fall 2021, Teaching Assistant for Web Intelligence, Aalborg University
- Fall 2020, Teaching Assistant for Web Intelligence, Aalborg University
- 01/09/2018-31/07/2020, IT Employee, Student Programmer, Aalborg University, Department of Computer Science
- OCR correction using recurrent neural networks and database querying
- 01/10/2017-31/09/2018, IT Employee, Student Programmer, Aalborg University, School of Information and Communication Technology
- Database and website management, as well as administrative assignments
Skills
Python, PyTorch, C#, Git, Docker, Linux, SPARQL, and SQL
Publications
Handling New Users and Items: A Comparative Study of Inductive Recommenders
T.E. Jendal, M. Lissandrini, P. Dolog, K. Hose, "Handling new users and items: a comparative study of inductive recommenders," in Data Min. Knowl. Disc., 2025
Hypergraphs with Attention on Reviews for Explainable Recommendation
T.E. Jendal, TH. Le, H.W. Lauw, M. Lissandrini, P. Dolog, K. Hose, "Hypergraphs with Attention on Reviews for Explainable Recommendation," in ECIR, 2024
Knowledge graph embeddings: open challenges and opportunities
R. Biswas, L.A. Kaffee, M. Cochez, S. Dumbrava, T.E. Jendal, et al.. "Knowledge graph embeddings: open challenges and opportunities," in TGDK, 2023
GInRec: A Gated Architecture for Inductive Recommendation using Knowledge Graphs
T. E. Jendal, M. Lissandrini, P. Dolog, and K. Hose, “GInRec: A gated architecture for inductive recommendation using knowledge graphs,” in KaRS, 2023.
MindReader: Recommendation over Knowledge Graph Entities with Explicit User Ratings
A. H. Brams*, A. L. Jakobsen*, T. E. Jendal*, M. Lissandrini, P. Dolog, and K. Hose, “Mindreader: Recommendation over knowledge graph entities with explicit user ratings,” in CIKM, 2020
* Equal contribution
Services
- TheWebConf'22, TheWebConf'23, CIKM'24, TIST'24, TheWebConf’25, TKDE’25, VLDB’25, Neurocomputing’25, CIKM’25
- SIGIR'21, TheWebConf'22, SIGIR'22, ICDE'22, ISWC'22, VLDB'22, SIGMOD'22, SIGIR'23, SIGMOD'24, VLDB'24