Anson Bastos

Senior Researcher

Publications

Afficher par:

- Learning Optimal Message Representations for Agentic Communication
  
  Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
  
  ACL 2026 | July 2026
  
  Findings Paper
  
  Author's Version
- AutoAdapt: An Automated Domain Adaptation Framework for LLMs
  
  Sidharth Sinha, Anson Bastos, Xuchao Zhang, Akshay Nambi, Chetan Bansal, Saravan Rajmohan
  
  March 2026
  
  arXiv | March 2026
  
  Publication Vidéo
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  November 2025
  
  Publication Projet
- Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems
  
  Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  October 2025
  
  October 2025
  
  Publication
- Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
  
  February 2024
  
  arXiv | February 2024
  
  DOI Publication Publication
- 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
  
  The Web Conference | January 2023
  
  DOI Publication Publication PDF
- Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
  
  Computer Vision and Pattern Recognition | November 2022
  
  DOI Publication Publication PDF
- 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
  
  Publication Publication
- HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
  
  Conference on Information and Knowledge Management | August 2021
  
  DOI Publication Publication Publication
- 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
  
  arXiv | June 2021
  
  DOI Publication Publication Publication
- RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
  
  The Web Conference | September 2020
  
  DOI Publication Publication PDF

- Learning Optimal Message Representations for Agentic Communication
  
  Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
  
  ACL 2026 | July 2026
  
  Findings Paper
  
  Author's Version
- AutoAdapt: An Automated Domain Adaptation Framework for LLMs
  
  Sidharth Sinha, Anson Bastos, Xuchao Zhang, Akshay Nambi, Chetan Bansal, Saravan Rajmohan
  
  March 2026
  
  arXiv | March 2026
  
  Publication Vidéo
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  November 2025
  
  Publication Projet
- Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems
  
  Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  October 2025
  
  October 2025
  
  Publication
- Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
  
  February 2024
  
  arXiv | February 2024
  
  DOI Publication Publication
- Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
  
  Computer Vision and Pattern Recognition | November 2022
  
  DOI Publication Publication PDF
- 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
  
  Publication Publication
- 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
  
  arXiv | June 2021
  
  DOI Publication Publication Publication
- RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
  
  The Web Conference | September 2020
  
  DOI Publication Publication PDF
- Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems
  
  Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  October 2025
  
  October 2025
  
  Publication
- Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
  
  February 2024
  
  arXiv | February 2024
  
  DOI Publication Publication
- 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
  
  The Web Conference | January 2023
  
  DOI Publication Publication PDF
- HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
  
  Conference on Information and Knowledge Management | August 2021
  
  DOI Publication Publication Publication

- Learning Optimal Message Representations for Agentic Communication
  
  Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
  
  ACL 2026 | July 2026
  
  Findings Paper
  
  Author's Version
- 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
  
  The Web Conference | January 2023
  
  DOI Publication Publication PDF
- Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, T. Suzumura, Manish Singh
  
  Computer Vision and Pattern Recognition | November 2022
  
  DOI Publication Publication PDF
- HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart
  
  Conference on Information and Knowledge Management | August 2021
  
  DOI Publication Publication Publication
- RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
  
  Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, I. Mulang', Saeedeh Shekarpour, Johannes Hoffart
  
  The Web Conference | September 2020
  
  DOI Publication Publication PDF
- AutoAdapt: An Automated Domain Adaptation Framework for LLMs
  
  Sidharth Sinha, Anson Bastos, Xuchao Zhang, Akshay Nambi, Chetan Bansal, Saravan Rajmohan
  
  March 2026
  
  arXiv | March 2026
  
  Publication Vidéo
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  November 2025
  
  Publication Projet
- Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems
  
  Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  October 2025
  
  October 2025
  
  Publication
- Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
  
  Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, T. Suzumura
  
  February 2024
  
  arXiv | February 2024
  
  DOI Publication Publication
- 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
  
  arXiv | June 2021
  
  DOI Publication Publication Publication
- 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
  
  Publication Publication

Anson Bastos

Publications

Learning Optimal Message Representations for Agentic Communication

AutoAdapt: An Automated Domain Adaptation Framework for LLMs

Adapting Web Agents with Synthetic Supervision

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs

Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

How Expressive are Transformers in Spectral Domain for Graphs?

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network

Learning Optimal Message Representations for Agentic Communication

AutoAdapt: An Automated Domain Adaptation Framework for LLMs

Adapting Web Agents with Synthetic Supervision

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

How Expressive are Transformers in Spectral Domain for Graphs?

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs

Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations

Learning Optimal Message Representations for Agentic Communication

Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network

AutoAdapt: An Automated Domain Adaptation Framework for LLMs

Adapting Web Agents with Synthetic Supervision

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

How Expressive are Transformers in Spectral Domain for Graphs?

Contact Anson Bastos

Microsoft Research Lab – India