Manik Varma

Joined

February 2019

Names

Manik Varma

Emails

****@microsoft.com (Confirmed)

****@iitd.ac.in (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Research, Research, Microsoft (research.microsoft.com)

2005 – 2025

Advisors, Relations & Conflicts

PhD Advisee

Sonu Mehta

2021 – Present

PhD Advisee

Suchith Prabhu

2021 – Present

PhD Advisee

Anshul Mittal

2020 – 2022

PhD Advisee

Kunal Dahiya

2016 – 2022

PhD Advisee

Yashoteja Prabhu

2013 – 2022

PhD Advisee

Himanshu Jain

2014 – 2020

PhD Advisor

Andrew Zisserman

2000 – 2004

Expertise

Extreme classification

Present

Resource-efficient machine learning

efficient inference

Present

Dense retrieval

Present

Recommender systems

Present

Personalized retrieval

Present

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
MoVE: Mixture-of-Vocabulary-Experts for Improved Representation Learning
Karan Uppal, Nagarajan Natarajan, Manik Varma
- Submitted to ICLR 2026
- 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
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- ICLR 2025 Conference Withdrawn Submission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
CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks
Bhawna Paliwal, Deepak Saini, Mudit Dhawan, Siddarth Asokan, Nagarajan Natarajan, Surbhi Aggarwal, Pankaj Malhotra, Jian Jiao, Manik Varma
- WiNLP 2024
- 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
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Ray Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
- ICML 2024 Poster
- Readers: Everyone
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, SONU MEHTA, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma
- ICLR 2024 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

View all 59 publications

Co-Authors

View all 106 co-authors