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
Anson Bastos
Senior Researcher
Publications
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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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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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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
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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
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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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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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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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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
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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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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
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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
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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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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
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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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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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