Debojyoti Dutta

61 papers A* 6A 1B 3Misc 1Journal 39Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Action Shapley: A Training Data Selection Metric for World Model in Reinforcement Learning. CoRR Rajat Ghosh, Debojyoti Dutta
2026	J	`jnl`	CR-Bench: Evaluating the Real-World Utility of AI Code Review Agents. CoRR Kristen Pereira, Neelabh Sinha, Rajat Ghosh, Debojyoti Dutta
2026	J	`jnl`	SWE-Tester: Training Open-Source LLMs for Issue Reproduction in Real-World Repositories. CoRR Aditya Bharat Soni, Rajat Ghosh, Vaishnavi Bhargava, Valerie Chen, Debojyoti Dutta
2025	J	`jnl`	A Multi-Agent Framework for Stateful Inference-Time Search. CoRR Arshika Lalan, Rajat Ghosh, Aditya Kolsur, Debojyoti Dutta
2025	J	`jnl`	AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. CoRR Shaona Ghosh, Heather Frase, Adina Williams, Sarah Luger, Paul Röttger, Fazl Barez, Sean McGregor, Kenneth Fricklas, Mala Kumar, Quentin Feuillade-Montixi, Kurt D. Bollacker, Felix Friedrich, Ryan Tsang, Bertie Vidgen, Alicia Parrish, Chris Knotz, Eleonora Presani, Jonathan Bennion, Marisa Ferrara Boston, Mike Kuniavsky, Wiebke Hutiri, James Ezick, Malek Ben Salem, Rajat Sahay, Sujata S. Goswami, Usman Gohar, Ben Huang, Supheakmungkol Sarin, Elie Alhajjar, Canyu Chen, Roman Eng, Kashyap Ramanandula Manjusha, Virendra Mehta, Eileen Long, Murali Emani, Natan Vidra, Benjamin Rukundo, Abolfazl Shahbazi, Kongtao Chen, Rajat Ghosh, Vithursan Thangarasa, Pierre Peigné, Abhinav Singh, Max Bartolo, Satyapriya Krishna, Mubashara Akhtar, Rafael Gold, Cody Coleman, Luis Oala, Vassil Tashev, Joseph Marvin Imperial, Amy Russ, Sasidhar Kunapuli, Nicolas Miailhe, Julien Delaunay, Bhaktipriya Radharapu, Rajat Shinde, Tuesday, Debojyoti Dutta, Declan Grabb, Ananya Gangavarapu, Saurav Sahay, Agasthya Gangavarapu, Patrick Schramowski, Stephen Singam, Tom David, Xudong Han, Priyanka Mary Mammen, Tarunima Prabhakar, Venelin Kovatchev, Ahmed Ahmed, Kelvin N. Manyeki, Sandeep Madireddy, Foutse Khomh, Fedor Zhdanov, Joachim Baumann, Nina Vasan, Xianjun Yang, Carlos Mougn, Jibin Rajan Varghese, Hussain Chinoy, Seshakrishna Jitendar, Manil Maskey, Claire V. Hardgrove, Tianhao Li, Aakash Gupta, Emil Joswin, Yifan Mai, Shachi H. Kumar, Cigdem Patlak, Kevin Lu, Vincent Alessi, Sree Bhargavi Balija, Chenhe Gu, Robert Sullivan, James Gealy, Matt Lavrisa, James Goel, Peter Mattson, Percy Liang, Joaquin Vanschoren
2025	J	`jnl`	BAR Conjecture: the Feasibility of Inference Budget-Constrained LLM Services with Authenticity and Reasoning. CoRR Jinan Zhou, Rajat Ghosh, Vaishnavi Bhargava, Debojyoti Dutta, Aryan Singhal
2025	J	`jnl`	Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go. CoRR Yashshi Pipalani, Hritik Raj, Rajat Ghosh, Vaishnavi Bhargava, Debojyoti Dutta
2025	A*	`conf`	MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage. ICDE Yongjun He, Roger Waleffe, Zhichao Han, Johnu George, Binhang Yuan, Zitao Zhang, Yinan Shan, Yang Zhao, Debojyoti Dutta, Theodoros Rekatsinas, Ce Zhang
2025	J	`jnl`	MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage. CoRR Yongjun He, Roger Waleffe, Zhichao Han, Johnu George, Binhang Yuan, Zitao Zhang, Yinan Shan, Yang Zhao, Debojyoti Dutta, Theodoros Rekatsinas, Ce Zhang
2025	J	`jnl`	Predictive Scaling Laws for Efficient GRPO Training of Large Reasoning Models. CoRR Datta Nimmaturi, Vaishnavi Bhargava, Rajat Ghosh, Johnu George, Debojyoti Dutta
2025	J	`jnl`	RANGER - Repository-Level Agent for Graph-Enhanced Retrieval. CoRR Pratik Shah, Rajat Ghosh, Aryan Singhal, Debojyoti Dutta
2024	J	`jnl`	CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++? CoRR Vaishnavi Bhargava, Rajat Ghosh, Debojyoti Dutta
2024	J	`jnl`	DMLR: Data-centric Machine Learning Research - Past, Present and Future. J. Data-centric Mach. Learn. Res. Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson
2024	—	`conf`	Efficient Alignment of Large Language Models via Data Sampling. ENLSP Amrit Khera, Rajat Ghosh, Debojyoti Dutta
2024	J	`jnl`	Efficient Alignment of Large Language Models via Data Sampling. CoRR Amrit Khera, Rajat Ghosh, Debojyoti Dutta
2024	J	`jnl`	Exploring the Landscape of Phase-Locked Loop Architectures: A Comprehensive Review. IEEE Access Debojyoti Dutta, Sai Pranshu Tumukunta, N. R. Sivaraaj, K. K. Abdul Majeed
2024	J	`jnl`	Introducing v0.5 of the AI Safety Benchmark from MLCommons. CoRR Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin N. Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren
2023	—	`conf`	Benchmarking Generative AI Performance Requires a Holistic Approach. TPCTC Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta, Carsten Binnig
2023	J	`jnl`	DMLR: Data-centric Machine Learning Research - Past, Present and Future. CoRR Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed M. Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson
2022	—	`conf`	Benchmarking Considerations for Trustworthy and Responsible AI (Panel). TPCTC Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta
2022	J	`jnl`	Data-Driven Evaluation of Training Action Space for Reinforcement Learning. CoRR Rajat Ghosh, Debojyoti Dutta
2019	—	`conf`	Benchmarking Deep Learning for Time Series: Challenges and Directions. IEEE BigData Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta
2019	A*	`conf`	MIGAN: Malware Image Synthesis Using GANs. AAAI Abhishek Singh, Debojyoti Dutta, Amit Saha
2019	J	`jnl`	MLPerf Training Benchmark. CoRR Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim M. Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia
2018	J	`jnl`	Foreign English Accent Adjustment by Learning Phonetic Patterns. CoRR Fedor Kitashov, Elizaveta Svitanko, Debojyoti Dutta
2018	—	`conf`	Kubebench: A Benchmarking Platform for ML Workloads. AI4I Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta, Ce Gao
2018	—	`conf`	Towards #consistentAI Position Paper. AI4I Debojyoti Dutta, Amit Kumar Saha, Johnu George, Xinyuan Huang, Ramdoot Pydipaty, Purushotham Kamath, Lew Tucker
2017	—	`conf`	A Study of Machine Learning in Healthcare. COMPSAC (2) Rohan Bhardwaj, Ankita R. Nambiar, Debojyoti Dutta
2017	—	`conf`	Connected health: Opportunities and challenges. IEEE BigData Ankita R. Nambiar, Nikitha Reddy, Debojyoti Dutta
2017	—	`conf`	The Effect of Non Volatile Memory on a Distributed Storage System. HiPC Workshops Ramdoot Pydipaty, Johnu George, Amit Kumar Saha, Debojyoti Dutta
2014	J	`jnl`	Detecting fraudulent activity in a cloud using privacy-friendly data aggregates. CoRR Marc Solanas, Julio C. Hernandez-Castro, Debojyoti Dutta
2012	J	`jnl`	CSI: A paradigm for behavior-oriented profile-cast services in mobile networks. Ad Hoc Networks Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2012	A	`conf`	Embedding Paths into Trees: VM Placement to Minimize Congestion. ESA Debojyoti Dutta, Michael Kapralov, Ian Post, Rajendra Shinde
2012	J	`jnl`	Optimal bandwidth-aware VM allocation for Infrastructure-as-a-Service CoRR Debojyoti Dutta, Michael Kapralov, Ian Post, Rajendra Shinde
2012	J	`jnl`	Structural Analysis of User Association Patterns in University Campus Wireless LANs. IEEE Trans. Mob. Comput. Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2011	J	`jnl`	Widescope - A social platform for serious conversations on the Web CoRR Noah Burbank, Debojyoti Dutta, Ashish Goel, David Lee, Eli Marschner, Narayanan Shivakumar
2010	J	`jnl`	Similarity Search and Locality Sensitive Hashing using TCAMs CoRR Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta
2010	—	`conf`	Similarity search and locality sensitive hashing using ternary content addressable memories. SIGMOD Conference Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta
2008	J	`jnl`	CSI: A Paradigm for Behavior-oriented Delivery Services in Mobile Human Networks CoRR Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2008	B	`conf`	Profile-Cast: Behavior-Aware Mobile Networking. WCNC Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2008	J	`jnl`	Profile-cast: behavior-aware mobile networking. ACM SIGMOBILE Mob. Comput. Commun. Rev. Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2007	J	`jnl`	Counting Clusters Using J. Chem. Inf. Model. Rajarshi Guha, Debojyoti Dutta, David J. Wild, Ting Chen
2007	J	`jnl`	Ensemble Feature Selection: Consistent Descriptor Subsets for Multiple QSAR Models. J. Chem. Inf. Model. Debojyoti Dutta, Rajarshi Guha, David J. Wild, Ting Chen
2007	A*	`conf`	Mining behavioral groups in large wireless LANs. MobiCom Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2007	J	`jnl`	On the structure of user association patterns in wireless LANs. ACM SIGMOBILE Mob. Comput. Commun. Rev. Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2007	J	`jnl`	Speeding up tandem mass spectrometry database search: metric embeddings and fast near neighbor search. Bioinform. Debojyoti Dutta, Ting Chen
2006	J	`jnl`	Local Lazy Regression: Making Use of the Neighborhood to Improve QSAR Predictions. J. Chem. Inf. Model. Rajarshi Guha, Debojyoti Dutta, Peter C. Jurs, Ting Chen
2006	J	`jnl`	Local similarity analysis reveals unique associations among marine bacterioplankton species and environmental factors. Bioinform. Quansong Ruan, Debojyoti Dutta, Michael S. Schwalbach, Joshua A. Steele, Jed A. Fuhrman, Fengzhu Sun
2006	J	`jnl`	Mining Behavioral Groups in Large Wireless LANs CoRR Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
2006	J	`jnl`	Scalable Partitioning and Exploration of Chemical Spaces Using Geometric Hashing. J. Chem. Inf. Model. Debojyoti Dutta, Rajarshi Guha, Peter C. Jurs, Ting Chen
2005	J	`jnl`	Data acquisition in multiple-sink sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. Abhimanyu Das, Debojyoti Dutta
2005	A*	`conf`	Low-state fairness: lower bounds and practical enforcement. INFOCOM Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy, Ashish Goel, John S. Heidemann
2004	J	`jnl`	A low-state packet marking framework for approximate fair bandwidth allocation. IEEE Commun. Lett. Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy
2004	Misc	`conf`	Data acquisition in multiple-sink sensor networks. SenSys Abhimanyu Das, Debojyoti Dutta
2004	A*	`conf`	Towards Protocol Equilibrium with Oblivious Routers. INFOCOM Debojyoti Dutta, Ashish Goel, John S. Heidemann
2003	A*	`conf`	Oblivious AQM and Nash Equilibria. INFOCOM Debojyoti Dutta, Ashish Goel, John S. Heidemann
2002	—	`conf`	Fair Stateless Aggregate Traffic Marking Using Active Queue Management Techniques. MMNS Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy
2002	J	`jnl`	Fair Stateless Aggregate Traffic Marking using Active Queue Management Techniques CoRR Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy
2002	B	`conf`	Faster Network Design with Scenario Pre-Filtering. MASCOTS Debojyoti Dutta, Ashish Goel, John S. Heidemann
2002	J	`jnl`	Oblivious AQM and nash equilibria. Comput. Commun. Rev. Debojyoti Dutta, Ashish Goel, John S. Heidemann
2001	B	`conf`	An active proxy based architecture for TCP in heterogeneous variable bandwidth networks. GLOBECOM Debojyoti Dutta, Yongguang Zhang