Koyel Mukherjee

42 papers A* 5A 5B 3Misc 1Journal 19Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ContextFocus: Activation Steering for Contextual Faithfulness in Large Language Models. CoRR Nikhil Anand, Shwetha Somasundaram, Anirudh Phukan, Apoorv Saxena, Koyel Mukherjee
2025	J	`jnl`	A 0.41-μW Self-Biased Temperature and Offset-Compensated Fully Differential Instrumentation Amplifier With 47 mdB/°C Thermal Sensitivity and 425 pVolt/°C Offset Drift. Int. J. Circuit Theory Appl. Koyel Mukherjee, Rajat Kumar Pal, Soumya Pandit
2025	—	`conf`	FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction. EMNLP (Findings) Akriti Jain, Saransh Sharma, Koyel Mukherjee, Soumyabrata Pal
2025	—	`conf`	From Selection to Generation: A Survey of LLM-based Active Learning. ACL (1) Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	J	`jnl`	From Selection to Generation: A Survey of LLM-based Active Learning. CoRR Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	—	`conf`	PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks. NAACL (Long Papers) Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha
2025	—	`conf`	TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation. EMNLP (Industry Track) Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal, Kalidas Yeturu, Shiv Kumar Saini, Koyel Mukherjee
2024	Misc	`conf`	Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models. NSDI Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini
2024	J	`jnl`	FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction. CoRR Akriti Jain, Saransh Sharma, Koyel Mukherjee, Soumyabrata Pal
2024	J	`jnl`	PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks. CoRR Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha
2024	A	`conf`	To Store or Not to Store: a graph theoretical approach for Dataset Versioning. IPDPS Anxin Guo, Jingwei Li, Pattara Sukprasert, Samir Khuller, Amol Deshpande, Koyel Mukherjee
2024	J	`jnl`	To Store or Not to Store: a graph theoretical approach for Dataset Versioning. CoRR Anxin Guo, Jingwei Li, Pattara Sukprasert, Samir Khuller, Amol Deshpande, Koyel Mukherjee
2024	J	`jnl`	Towards Optimizing the Costs of LLM Usage. CoRR Shivanshu Shekhar, Tanishq Dubey, Koyel Mukherjee, Apoorv Saxena, Atharv Tyagi, Nishanth Kotla
2023	J	`jnl`	Approximate Caching for Efficiently Serving Diffusion Models. CoRR Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini
2023	A*	`conf`	Flash: Concept Drift Adaptation in Federated Learning. ICML Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
2023	J	`jnl`	R2D2: Reducing Redundancy and Duplication in Data Lakes. CoRR Raunak Shah, Koyel Mukherjee, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Pravin Bhosale, Subrata Mitra
2023	J	`jnl`	R2D2: Reducing Redundancy and Duplication in Data Lakes. Proc. ACM Manag. Data Raunak Shah, Koyel Mukherjee, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Pravin Bhosale, Subrata Mitra
2023	A*	`conf`	Towards Optimizing Storage Costs on the Cloud. ICDE Koyel Mukherjee, Raunak Shah, Shiv Kumar Saini, Karanpreet Singh, Khushi, Harsh Kesarwani, Kavya Barnwal, Ayush Chauhan
2023	J	`jnl`	Towards Optimizing Storage Costs on the Cloud. CoRR Koyel Mukherjee, Raunak Shah, Shiv Kumar Saini, Karanpreet Singh, Khushi, Harsh Kesarwani, Kavya Barnwal, Ayush Chauhan
2022	—	`conf`	ComParE: A User Behavior Centric Framework for Personalized Recommendations in Skill Gaming Platforms. COMAD/CODS Koyel Mukherjee, Deepanshi Seth, Prachi Mittal, Nuthi S. Gowtham, Tridib Mukherjee, Dattatreya Biswas, Sanjay Agrawal
2019	J	`jnl`	A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs. CoRR Koyel Mukherjee, Alind Khare, Ashish Verma
2019	J	`jnl`	Layer Dynamics of Linearised Neural Nets. CoRR Saurav Basu, Koyel Mukherjee, Shrihari Vasudevan
2018	—	`conf`	Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing. ATT@IJCAI Arpita Biswas, Ragavendran Gopalakrishnan, Theja Tulabandhula, Asmita Metrewar, Koyel Mukherjee, Raja Subramaniam Thangaraj
2017	J	`jnl`	Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing. CoRR Arpita Biswas, Ragavendran Gopalakrishnan, Theja Tulabandhula, Asmita Metrewar, Koyel Mukherjee, Raja Subramaniam Thangaraj
2017	J	`jnl`	LP rounding and combinatorial algorithms for minimizing active and busy time. J. Sched. Jessica Chang, Samir Khuller, Koyel Mukherjee
2017	A	`conf`	Learning to Partition using Score Based Compatibilities. AAMAS Arun Rajkumar, Koyel Mukherjee, Theja Tulabandhula
2017	J	`jnl`	Learning to Partition using Score Based Compatibilities. CoRR Arun Rajkumar, Koyel Mukherjee, Theja Tulabandhula
2017	A	`conf`	Profit Optimization in Commercial Ridesharing. AAMAS Arpita Biswas, Ragavendran Gopalakrishnan, Theja Tulabandhula, Koyel Mukherjee, Asmita Metrewar, Thangaraj Rajasubramaniam
2017	A*	`conf`	Xhare-a-Ride: A Search Optimized Dynamic Ride Sharing System with Approximation Guarantee. ICDE Raja Subramaniam Thangaraj, Koyel Mukherjee, Gurulingesh Raravi, Asmita Metrewar, Narendra Annamaneni, Koushik Chattopadhyay
2016	J	`jnl`	LP Rounding and Combinatorial Algorithms for Minimizing Active and Busy Time. CoRR Jessica Chang, Samir Khuller, Koyel Mukherjee
2016	—	`conf`	TRaining AssigNment Service (TRANS) to Meet Organization Level Skill Need. BIS Atul Singh, Thangaraj Rajasubramaniam, Gurulingesh Raravi, Koyel Mukherjee, Partha Dutta, Koustuv Dasgupta
2016	J	`jnl`	The Costs and Benefits of Ridesharing: Sequential Individual Rationality and Sequential Fairness. CoRR Ragavendran Gopalakrishnan, Koyel Mukherjee, Theja Tulabandhula
2015	A	`conf`	Fair Resource Allocation for Heterogeneous Tasks. IPDPS Koyel Mukherjee, Partha Dutta, Gurulingesh Raravi, Thangaraj Rajasubramaniam, Koustuv Dasgupta, Atul Singh
2015	B	`conf`	PISCES: Participatory Incentive Strategies for Effective Community Engagement in Smart Cities. HCOMP Arpita Biswas, Deepthi Chander, Koustuv Dasgupta, Koyel Mukherjee, Mridula Singh, Tridib Mukherjee
2014	B	`conf`	LP rounding and combinatorial algorithms for minimizing active and busy time. SPAA Jessica Chang, Samir Khuller, Koyel Mukherjee
2013	—	`—`	Algorithmic Approaches to Reducing Resource Costs in Data Centers. Koyel Mukherjee
2013	A	`conf`	Algorithms for the Thermal Scheduling Problem. IPDPS Koyel Mukherjee, Samir Khuller, Amol Deshpande
2013	B	`conf`	Brief announcement: a game-theoretic model motivated by the darpa network challenge. SPAA Rajesh Hemant Chitnis, MohammadTaghi Hajiaghayi, Jonathan Katz, Koyel Mukherjee
2013	—	`conf`	Replica Placement via Capacitated Vertex Cover. FSTTCS Sonika Arora, Venkatesan T. Chakaravarthy, Neelima Gupta, Koyel Mukherjee, Yogish Sabharwal
2013	A*	`conf`	To send or not to send: Reducing the cost of data transmission. INFOCOM Leana Golubchik, Samir Khuller, Koyel Mukherjee, Yuan Yao
2012	J	`jnl`	A Game-Theoretic Model Motivated by the DARPA Network Challenge CoRR Rajesh Hemant Chitnis, MohammadTaghi Hajiaghayi, Jonathan Katz, Koyel Mukherjee
2012	A*	`conf`	Saving on cooling: the thermal scheduling problem. SIGMETRICS Koyel Mukherjee, Samir Khuller, Amol Deshpande