A Bastos, A Nadgeri, K Singh, T Suzumura, M Singh, "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs", ICLR 2024.
A Bastos, A Nadgeri, K Singh, T Suzumura, M Singh, "Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions", AAAI 2023.
A Bastos, K Singh, A Nadgeri, J Hoffart, T Suzumura, M Singh, "Can Persistent Homology Provide an Efficient Alternative for Evaluation of Knowledge Graph Completion Methods?", The Web Conference 2023.
A Bastos, A Nadgeri, K Singh, H Kanezashi, T Suzumura, IO Mulang, "How Expressive are Transformers in Spectral Domain for Graphs?", Transactions on Machine Learning Research. (TMLR'22)
A Bastos, K Singh, A Nadgeri, S Shekarpour, IO Mulang, J Hoffart, "Hopfe: Knowledge Graph Representation Learning Using Inverse Hopf Fibrations", Proceedings of the 30th ACM International Conference on Information. (CIKM'21)
A Nadgeri, A Bastos, K Singh, IO Mulang, J Hoffart, S Shekarpour, "Kgpool: Dynamic Knowledge Graph Context Selection for Relation Extraction", ACL 2021.
A Bastos, A Nadgeri, K Singh, IO Mulang, S Shekarpour, J Hoffart, M Kaul, "RECON: Relation Extraction Using Knowledge Graph Context in a Graph Neural Network", Proceedings of the Web Conference 2021.
For a detailed list of publications and patents please visit my google scholar profile.
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Reviewer: LoGML'22, AAAI'23, AAAI'21, EMNLP'21, WWW'23
Sub-reviewer: ICML'21, NeurIPS'21, ICML'22, NeurIPS'22, ICML'23, ISEC'24