Anson Bastos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Active Learning

Spectral Domain

Relation Extraction

Top Venues

Publications

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. ICLR (2024)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. CoRR (2024)
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)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. AAAI (2023)
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 (2023)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. CoRR (2022)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'
Investigating Expressiveness of Transformer in Spectral Domain for Graphs. CoRR (2022)
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)
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)
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)
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 (2021)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CIKM (2021)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CoRR (2021)
Anson Bastos, Manohar Kaul
ALLWAS: Active Learning on Language models in WASserstein space. CoRR (2021)
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 (2020)
Anson Bastos
Learning sentence embeddings using Recursive Networks. CoRR (2018)