SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels. - Kunal Dahiya; Ananye Agarwal; Deepak Saini; Gururaj K; Jian Jiao 007; Amit Singh 003; Sumeet Agarwal; Purushottam Kar; Manik Varma (ICML, 2021)

DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. - Kunal Dahiya; Deepak Saini; Anshul Mittal; Ankush Shaw; Kushal Dave 001; Akshay Soni; Himanshu Jain; Sumeet Agarwal; Manik Varma (WSDM, 2021)

DECAF: Deep Extreme Classification with Label Features. - Anshul Mittal; Kunal Dahiya; Sheshansh Agrawal; Deepak Saini; Sumeet Agarwal; Purushottam Kar; Manik Varma (WSDM, 2021)

GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification. - Deepak Saini; Arnav Kumar Jain; Kushal Dave 001; Jian Jiao 007; Amit Singh 003; Ruofei Zhang; Manik Varma (WWW, 2021)

CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform. - Rukma Talwadker; Surajit Chakrabarty; Aditya Pareek; Tridib Mukherjee; Deepak Saini (KDD, 2022)

Deep Encoders with Auxiliary Parameters for Extreme Classification. - Kunal Dahiya; Sachin Yadav 002; Sushant Sondhi; Deepak Saini; Sonu Mehta; Jian Jiao 007; Sumeet Agarwal; Purushottam Kar; Manik Varma (KDD, 2023)

Renee: End-To-End Training of Extreme Classification Models. - Vidit Jain; Jatin Prakash; Deepak Saini; Jian Jiao 007; Ramachandran Ramjee; Manik Varma (MLSys, 2023)

Personalized Retrieval over Millions of Items. - Hemanth Vemuri; Sheshansh Agrawal; Shivam Mittal; Deepak Saini; Akshay Soni; Abhinav V. Sambasivan; Wenhao Lu; Yajun Wang; Mehul Parsana; Purushottam Kar; Manik Varma (SIGIR, 2023)

NGAME: Negative Mining-aware Mini-batching for Extreme Classification. - Kunal Dahiya; Nilesh Gupta; Deepak Saini; Akshay Soni; Yajun Wang; Kushal Dave 001; Jian Jiao 007; Gururaj K; Prasenjit Dey; Amit Singh 003; Deepesh Hada; Vidit Jain; et al. (WSDM, 2023)

Automated knee osteoarthritis severity classification using three-stage preprocessing method and VGG16 architecture. - Deepak Saini; Ashima Khosla; Trilok Chand 001; Devendra K. Chouhan; Mahesh Prakash (Int. J. Imaging Syst. Technol., 2023)

OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification. - Shikhar Mohan; Deepak Saini; Anshul Mittal; Sayak Ray Chowdhury; Bhawna Paliwal; Jian Jiao 007; Manish Gupta; Manik Varma (ICML, 2024)

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval. - Sachin Yadav 002; Deepak Saini; Anirudh Buvanesh; Bhawna Paliwal; Kunal Dahiya; Siddarth Asokan; Yashoteja Prabhu; Jian Jiao 007; Manik Varma (KDD, 2024)

Graph Regularized Encoder Training for Extreme Classification. - Anshul Mittal; Shikhar Mohan; Deepak Saini; Suchith C. Prabhu; Jian Jiao 007; Sumeet Agarwal; Soumen Chakrabarti; Purushottam Kar; Manik Varma (CoRR, 2024)

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 007; Manik Varma (CoRR, 2024)

On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification. - Jatin Prakash; Anirudh Buvanesh; Bishal Santra; Deepak Saini; Sachin Yadav 002; Jian Jiao 007; Yashoteja Prabhu; Amit Sharma 007; Manik Varma (KDD (1), 2025)

Graph Regularized Encoder Training for Extreme Classification. - Anshul Mittal; Shikhar Mohan; Deepak Saini; Siddarth Asokan; Suchith Chidananda Prabhu; Lakshya Kumar; Pankaj Malhotra; Jian Jiao 007; Amit Singh 003; Sumeet Agarwal; Soumen Chakrabarti; Purushottam Kar; et al. (WWW (Companion Volume), 2025)