Shib Sankar Dasgupta

Applied Scientist, Amazon

Joined

February 2020

Names

Shib Sankar Dasgupta (Preferred)

Emails

****@umass.edu (Confirmed)

,

****@cs.umass.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@amazon.com

Personal Links

Career & Education History

Applied Scientist

Amazon (amazon.com)

2025 – Present

PhD student

University of Massachusetts, Amherst (umass.edu)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Andrew McCallum

2019 – 2025

Expertise

Representation Learning

Present

Generative UI

Present

Publications

A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings
Shib Sankar Dasgupta, Michael Boratko, Andrew McCallum
- ICML 2025 poster
- Readers: Everyone
A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings
Shib Sankar Dasgupta, Michael Boratko, Andrew McCallum
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Representations for Hierarchies with Minimal Support
Benjamin Rozonoyer, Michael Boratko, Dhruvesh Patel, Wenlong Zhao, Shib Sankar Dasgupta, Hung Le, Andrew McCallum
- NeurIPS 2024 poster
- Readers: Everyone
An Analysis of Virtual Nodes in Graph Neural Networks for Link Prediction (Extended Abstract)
EunJeong Hwang, Veronika Thost, Shib Sankar Dasgupta, Tengfei Ma
- Published: 24 Nov 2022, Last Modified: 05 May 2023
- LoG 2022 Oral
- Readers: Everyone
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Li, Andrew McCallum
- 2022 (modified: 28 Oct 2022)
- ACL (1) 2022
- Readers: Everyone
Revisiting Virtual Nodes in Graph Neural Networks for Link Prediction
EunJeong Hwang, Veronika Thost, Shib Sankar Dasgupta, Tengfei Ma
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum
- 2021 (modified: 06 Aug 2025)
- CoRR 2021
- Readers: Everyone
Min/max stability and box distributions
Michael Boratko, Javier Burroni, Shib Sankar Dasgupta, Andrew McCallum
- 2021 (modified: 28 Jan 2022)
- UAI 2021
- Readers: Everyone
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum
- 2021 (modified: 28 Jan 2022)
- NAACL-HLT 2021
- Readers: Everyone
Box Embeddings: An open-source library for representation learning using geometric structures
Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum
- 2021 (modified: 28 Jan 2022)
- CoRR 2021
- Readers: Everyone

View all 18 publications

Co-Authors