Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
February 2024
Anson Bastos
Senior Researcher
Publications
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Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, T. Suzumura, Manish Singh
2023 The Web Conference | January 2023
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Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
2022 Computer Vision and Pattern Recognition | November 2022
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How Expressive are Transformers in Spectral Domain for Graphs?
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, H. Kanezashi, T. Suzumura, I. Mulang'
Transactions on Machine Learning Research | January 2022, Vol 2022
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HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
2021 Conference on Information and Knowledge Management | August 2021
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KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, I. Mulang', Johannes Hoffart, Saeedeh Shekarpour, V. Saraswat
June 2021
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RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
2020 The Web Conference | September 2020
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Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
February 2024
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Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, T. Suzumura, Manish Singh
2023 The Web Conference | January 2023
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HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
2021 Conference on Information and Knowledge Management | August 2021
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Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
February 2024
-
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
2022 Computer Vision and Pattern Recognition | November 2022
-
How Expressive are Transformers in Spectral Domain for Graphs?
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, H. Kanezashi, T. Suzumura, I. Mulang'
Transactions on Machine Learning Research | January 2022, Vol 2022
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KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, I. Mulang', Johannes Hoffart, Saeedeh Shekarpour, V. Saraswat
June 2021
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RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
2020 The Web Conference | September 2020
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Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
February 2024
-
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, I. Mulang', Johannes Hoffart, Saeedeh Shekarpour, V. Saraswat
June 2021
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Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, T. Suzumura, Manish Singh
2023 The Web Conference | January 2023
-
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
2022 Computer Vision and Pattern Recognition | November 2022
-
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
2021 Conference on Information and Knowledge Management | August 2021
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RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
2020 The Web Conference | September 2020
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How Expressive are Transformers in Spectral Domain for Graphs?
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, H. Kanezashi, T. Suzumura, I. Mulang'
Transactions on Machine Learning Research | January 2022, Vol 2022
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