Kunal Dahiya - RankMe

26 papers A* 5A 4B 3C 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework. AAAI Diego Ortego, Marlon Rodríguez, Mario Almagro, Kunal Dahiya, David Jiménez, Juan C. SanMiguel
2025	J	`jnl`	Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework. CoRR Diego Ortego, Marlon Rodríguez, Mario Almagro, Kunal Dahiya, David Jiménez, Juan C. SanMiguel
2025	—	`conf`	Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss. NAACL (Long Papers) Kunal Dahiya, Diego Ortego, David Jimenez-Cabello
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`	Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss. CoRR Kunal Dahiya, Diego Ortego, David Jiménez
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	J	`jnl`	Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness. IEEE Access Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
2023	J	`jnl`	Multi-modal Extreme Classification. CoRR Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Ann Kuruvilla, Jitendra Ajmera, Keng-hao Chang, 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
2022	B	`conf`	Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters. SMC Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima
2022	J	`jnl`	Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters. CoRR Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima
2022	B	`conf`	Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters. SMARTCOMP Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima
2022	J	`jnl`	Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters. CoRR Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima
2022	J	`jnl`	Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning. IEEE Access Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
2022	J	`jnl`	LTE-LAA cell selection through operator data learning and numerosity reduction. Pervasive Mob. Comput. Srikant Manas Kala, Kunal Dahiya, Vanlin Sathya, Teruo Higashino, Hirozumi Yamaguchi
2022	A*	`conf`	Multi-modal Extreme Classification. CVPR Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Ann Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
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	C	`conf`	Optimizing Unlicensed Coexistence Network Performance Through Data Learning. MobiQuitous Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
2021	J	`jnl`	Optimizing Unlicensed Coexistence Network Performance Through Data Learning. CoRR Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
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
2018	A	`conf`	Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. WSDM Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
2016	B	`conf`	Automatic detection of bike-riders without helmet using surveillance videos in real-time. IJCNN Kunal Dahiya, Dinesh Singh, C. Krishna Mohan