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2020 – today
- 2024
[c6]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura:
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. ICLR 2024- [i9]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura:
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. CoRR abs/2402.16078 (2024) - 2023
- [c5]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh:
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. AAAI 2023: 6779-6787 - [c4]Anson Bastos
, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Manish Singh, Toyotaro Suzumura:
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? WWW 2023: 2455-2466 - [i8]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Toyotaro Suzumura, Manish Singh:
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? CoRR abs/2301.12929 (2023) - 2022
- [j1]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
How Expressive are Transformers in Spectral Domain for Graphs? Trans. Mach. Learn. Res. 2022 (2022) - [i7]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
Investigating Expressiveness of Transformer in Spectral Domain for Graphs. CoRR abs/2201.09332 (2022) - [i6]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh:
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. CoRR abs/2211.11979 (2022) - 2021
- [c3]Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat:
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. ACL/IJCNLP (Findings) 2021: 535-548 - [c2]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart:
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CIKM 2021: 89-99 - [c1]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Manohar Kaul:
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. WWW 2021: 1673-1685 - [i5]Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat:
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. CoRR abs/2106.00459 (2021) - [i4]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart:
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CoRR abs/2108.05774 (2021) - [i3]Anson Bastos, Manohar Kaul:
ALLWAS: Active Learning on Language models in WASserstein space. CoRR abs/2109.01691 (2021) - 2020
- [i2]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart:
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. CoRR abs/2009.08694 (2020)
2010 – 2019
- 2018
- [i1]Anson Bastos:
Learning sentence embeddings using Recursive Networks. CoRR abs/1805.08353 (2018)
Coauthor Index
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