Deepak Saini

2025

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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 Singh|Sumeet Agarwal|Soumen Chakrabarti|Purushottam Kar|Manik Varma
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2023

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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
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
Kunal Dahiya|Nilesh Gupta|Deepak Saini|Akshay Soni|Yajun Wang|Kushal Dave|Jian Jiao|Gururaj K|Prasenjit Dey|Amit Singh|Deepesh Hada|Vidit Jain|Bhawna Paliwal|Anshul Mittal|Sonu Mehta|Ramachandran Ramjee|Sumeet Agarwal|Purushottam Kar|Manik Varma
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2021

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DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.
Kunal Dahiya|Deepak Saini|Anshul Mittal|Ankush Shaw|Kushal Dave|Akshay Soni|Himanshu Jain|Sumeet Agarwal|Manik Varma
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
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DECAF: Deep Extreme Classification with Label Features.
Anshul Mittal|Kunal Dahiya|Sheshansh Agrawal|Deepak Saini|Sumeet Agarwal|Purushottam Kar|Manik Varma
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
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GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification.
Deepak Saini|Arnav Kumar Jain|Kushal Dave|Jian Jiao|Amit Singh|Ruofei Zhang|Manik Varma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.