Amit S

Applied Research, Microsoft

Joined

May 2021

Names

Amit S (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

ORCID

Career & Education History

Applied Research

Microsoft (microsoft.com)

2018 – Present

Research

International Business Machines (ibm.com)

2009 – 2018

MS student

Indian Institute of Technology Bombay, Indian Institute of Technology Bombay (cse.iitb.ac.in)

2007 – 2009

Advisors, Relations & Conflicts

Coauthor

Manik Varma

2019 – 2025

Coauthor

Soumen Chakrabarti

2007 – 2025

Expertise

No areas of expertise listed

Publications

Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal S. Dave, Amit S, Jian Jiao, Manik Varma
- KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
- Readers: Everyone
Disarming Strategic Text: Span-Aware Counterfactuals for Robust Content Moderation
Hardik Meisheri, Muhammad Zaid Hassan, Swati Tiwari, Puneet Mangla, Samarth Bharadwaj, Karthik Sankaranarayanan, Amit S
- NeurIPS 2025 - Reliable ML Workshop
- Readers: Everyone
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit S, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
- ICML 2025 poster
- Readers: Everyone
UNIDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Amit S, Cho-Jui Hsieh, Rohit Babbar
- WWW 2025 Poster
- Readers: Everyone
MOGIC: METADATA-INFUSED ORACLE GUIDANCE FOR IMPROVED EXTREME CLASSIFICATION
Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Yashoteja Prabhu, Shikhar Mohan, Deepak Saini, Lakshya Kumar, Jian Jiao, Amit S, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
- Submitted to ICLR 2025
- Readers: Everyone
Graph Regularized Encoder Training for Extreme Classification
Anshul Mittal, Shikhar Mohan, Deepak Saini, Siddarth Asokan, Suchith Chidananda Prabhu, Lakshya Kumar, Pankaj Malhotra, Jian Jiao, Amit S, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal S. Dave, Amit S, Jian Jiao, Manik Varma, Gaurav Sinha
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
NGAME: Negative mining-aware mini-batching for extreme classification
Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal S. Dave, Jian Jiao, Gururaj K, PRASENJIT DEY, Amit S, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, SONU MEHTA, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma
- 16 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
SiameseXML: Siamese networks meet extreme classifiers with 100M labels
Kunal Dahiya, Manik Varma, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit S, Sumeet Agarwal, Purushottam Kar
- 16 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
GalaXC: Graph neural networks with labelwise attention for extreme classification
Deepak Saini, Arnav Kumar Jain, Kushal S. Dave, Jian Jiao, Amit S, Ruofei Zhang, Manik Varma
- 16 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 23 publications

Co-Authors

View all 69 co-authors