Nikunj Gupta - RankMe

31 papers A* 1B 1C 1Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Action-Graph Policies: Learning Action Co-dependencies in Multi-Agent Reinforcement Learning. CoRR Nikunj Gupta, James Zachary Hare, Jesse Milzman, Rajgopal Kannan, Viktor K. Prasanna
2025	B	`conf`	ARC: A Runtime Engine for Accelerating Independent Multi-Agent Reinforcement Learning on Multi-Core Processors. ICPADS Samuel Wiggins, Nikunj Gupta, Grace Zgheib, Mahesh A. Iyer, Viktor K. Prasanna
2025	—	`conf`	Accelerating Independent Multi-Agent Reinforcement Learning on Multi-GPU Platforms. Euro-Par (3) Samuel Wiggins, Nikunj Gupta, Grace Zgheib, Mahesh A. Iyer, Viktor K. Prasanna
2025	J	`jnl`	Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning. CoRR Nikunj Gupta, James Zachary Hare, Rajgopal Kannan, Viktor K. Prasanna
2025	J	`jnl`	HierRouter: Coordinated Routing of Specialized Large Language Models via Reinforcement Learning. CoRR Nikunj Gupta, Bill Guo, Rajgopal Kannan, Viktor K. Prasanna
2025	J	`jnl`	TIGER-MARL: Enhancing Multi-Agent Reinforcement Learning with Temporal Information through Graph-based Embeddings and Representations. CoRR Nikunj Gupta, Ludwika Twardecka, James Zachary Hare, Jesse Milzman, Rajgopal Kannan, Viktor K. Prasanna
2025	J	`jnl`	hammer: Multi-level coordination of reinforcement learning agents via learned messaging. Neural Comput. Appl. Nikunj Gupta, G. Srinivasaraghavan, Swarup Mohalik, Nishant Kumar, Matthew E. Taylor
2023	—	`conf`	Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java. Euro-Par Workshops Patrick Diehl, Max Morris, Steven R. Brandt, Nikunj Gupta, Hartmut Kaiser
2023	J	`jnl`	Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java. CoRR Patrick Diehl, Steven R. Brandt, Max Morris, Nikunj Gupta, Hartmut Kaiser
2023	J	`jnl`	CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning. CoRR Nikunj Gupta, Samira Ebrahimi Kahou
2023	J	`jnl`	Efficient ResNets: Residual Network Design. CoRR Aditya Thakur, Harish Chauhan, Nikunj Gupta
2023	J	`jnl`	On the calibration of compartmental epidemiological models. CoRR Nikunj Gupta, Anh L. Mai, Azza Abouzied, Dennis E. Shasha
2023	A*	`conf`	Planning Multiple Epidemic Interventions with Reinforcement Learning. IJCAI Anh L. Mai, Nikunj Gupta, Azza Abouzied, Dennis E. Shasha
2023	J	`jnl`	Planning Multiple Epidemic Interventions with Reinforcement Learning. CoRR Anh L. Mai, Nikunj Gupta, Azza Abouzied, Dennis E. Shasha
2023	J	`jnl`	Predicting blood pressure under circumstances of missing data: An analysis of missing data patterns and imputation methods using NHANES. CoRR Harish Chauhan, Nikunj Gupta, Zoe Haskell-Craig
2023	J	`jnl`	Understanding human mobility patterns in Chicago: an analysis of taxi data using clustering techniques. CoRR Harish Chauhan, Nikunj Gupta, Zoe Haskell-Craig
2022	—	`conf`	Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. ICBBE Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2022	J	`jnl`	Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. CoRR Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2022	—	`conf`	Quantifying Overheads in Charm++ and HPX Using Task Bench. Euro-Par Workshops Nanmiao Wu, Ioannis Gonidelis, Simeng Liu, Zane Fink, Nikunj Gupta, Karame Mohammadiporshokooh, Patrick Diehl, Hartmut Kaiser, Laxmikant V. Kalé
2022	J	`jnl`	Quantifying Overheads in Charm++ and HPX using Task Bench. CoRR Nanmiao Wu, Ioannis Gonidelis, Simeng Liu, Zane Fink, Nikunj Gupta, Karame Mohammadiporshokooh, Patrick Diehl, Hartmut Kaiser, Laxmikant V. Kalé
2021	J	`jnl`	HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging. CoRR Nikunj Gupta, G. Srinivasaraghavan, Swarup Kumar Mohalik, Matthew E. Taylor
2021	—	`conf`	Parallel SIMD - A Policy Based Solution for Free Speed-Up using C++ Data-Parallel Types. ESPM2@SC Srinivas Yadav, Nikunj Gupta, Auriane Reverdell, Hartmut Kaiser
2020	—	`conf`	Deploying a Task-based Runtime System on Raspberry Pi Clusters. ESPM2@SC Nikunj Gupta, Steven R. Brandt, Bibek Wagle, Nanmiao Wu, Alireza Kheirkhahan, Patrick Diehl, Felix W. Baumann, Hartmut Kaiser
2020	J	`jnl`	Deploying a Task-based Runtime System on Raspberry Pi Clusters. CoRR Nikunj Gupta, Steven R. Brandt, Bibek Wagle, Nanmiao Wu, Alireza Kheirkhahan, Patrick Diehl, Hartmut Kaiser, Felix W. Baumann
2020	J	`jnl`	HPX - The C++ Standard Library for Parallelism and Concurrency. J. Open Source Softw. Hartmut Kaiser, Patrick Diehl, Adrian S. Lemoine, Bryce Lelbach, Parsa Amini, Agustín Berge, John Biddiscombe, Steven R. Brandt, Nikunj Gupta, Thomas Heller, Kevin A. Huck, Zahra Khatami, Alireza Kheirkhahan, Auriane Reverdell, Shahrzad Shirzad, Mikael Simberg, Bibek Wagle, Weile Wei, Tianyi Zhang
2020	J	`jnl`	Implementing Software Resiliency in HPX for Extreme Scale Computing. CoRR Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
2020	C	`conf`	Performance Evaluation of ParalleX Execution model on Arm-based Platforms. CLUSTER Nikunj Gupta, Rohit Ashiwal, Bine Brank, Sateesh K. Peddoju, Dirk Pleiter
2020	J	`jnl`	Performance Evaluation of ParalleX Execution model on Arm-based Platforms. CoRR Nikunj Gupta, Rohit Ashiwal, Bine Brank, Sateesh K. Peddoju, Dirk Pleiter
2020	—	`conf`	Towards Distributed Software Resilience in Asynchronous Many- Task Programming Models. FTXS@SC Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
2020	J	`jnl`	Towards Distributed Software Resilience in Asynchronous Many-Task Programming Models. CoRR Nikunj Gupta, Jackson R. Mayo, Adrian S. Lemoine, Hartmut Kaiser
2002	J	`jnl`	Parallel Processing Approaches for Multi Disciplinary Optimization. Sci. Ann. Cuza Univ. Florin Bogdan Manolache, Sorin Costiner, Ricardo Munoz, Shubhro Ghosh, Nikunj Gupta, Roderick Ross