Deepak Saini

22 papers A* 8A 3Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform.
CoRR
Rukma Talwadker, Surajit Chakrabarty, Aditya Pareek, Tridib Mukherjee, Deepak Saini
2025 — conf
Graph Regularized Encoder Training for Extreme Classification.
WWW (Companion Volume)
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
2025 A* conf
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification.
ICML
Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
2025 — conf
On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification.
KDD (1)
Jatin Prakash, Anirudh Buvanesh, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma
2024 J jnl
CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks.
CoRR
Bhawna Paliwal, Deepak Saini, Mudit Dhawan, Siddarth Asokan, Nagarajan Natarajan, Surbhi Aggarwal, Pankaj Malhotra, Jian Jiao, Manik Varma
2024 A* conf
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval.
KDD
Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
2024 J jnl
Graph Regularized Encoder Training for Extreme Classification.
CoRR
Anshul Mittal, Shikhar Mohan, Deepak Saini, Suchith C. Prabhu, Jian Jiao, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
2024 A* conf
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification.
ICML
Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Ray Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma
2024 J jnl
On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification.
CoRR
Jatin Prakash, Anirudh Buvanesh, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma
2023 J jnl
Automated knee osteoarthritis severity classification using three-stage preprocessing method and VGG16 architecture.
Int. J. Imaging Syst. Technol.
Deepak Saini, Ashima Khosla, Trilok Chand, Devendra K. Chouhan, Mahesh Prakash
2023 A* conf
Deep Encoders with Auxiliary Parameters for Extreme Classification.
KDD
Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
2023 A conf
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
WSDM
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
2023 A* conf
Personalized Retrieval over Millions of Items.
SIGIR
Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma
2023 — conf
Renee: End-To-End Training of Extreme Classification Models.
MLSys
Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
2022 A* conf
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform.
KDD
Rukma Talwadker, Surajit Chakrabarty, Aditya Pareek, Tridib Mukherjee, Deepak Saini
2022 J jnl
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
CoRR
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
2021 A conf
DECAF: Deep Extreme Classification with Label Features.
WSDM
Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
2021 J jnl
DECAF: Deep Extreme Classification with Label Features.
CoRR
Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
2021 A conf
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.
WSDM
Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, Manik Varma
2021 J jnl
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.
CoRR
Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, Manik Varma
2021 A* conf
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification.
WWW
Deepak Saini, Arnav Kumar Jain, Kushal Dave, Jian Jiao, Amit Singh, Ruofei Zhang, Manik Varma
2021 A* conf
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.
ICML
Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma