Subrata Mitra

91 papers A* 6A 11B 4Misc 3Journal 41Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching.
CoRR
Divya Jyoti Bajpai, Shubham Agarwal, Apoorv Saxena, Kuldeep Kulkarni, Subrata Mitra, Manjesh Kumar Hanawal
2025 Misc conf
A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback.
RANLP
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2025 A conf
Argus: Quality-Aware High-Throughput Text-to-Image Inference Serving System.
Middleware
Shubham Agarwal, Subrata Mitra, Saud Iqbal
2025 J jnl
Argus: Quality-Aware High-Throughput Text-to-Image Inference Serving System.
CoRR
Shubham Agarwal, Subrata Mitra, Saud Iqbal
2025 J jnl
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation.
CoRR
Shubham Agarwal, Sai Sundaresan, Subrata Mitra, Debabrata Mahapatra, Archit Gupta, Rounak Sharma, Nirmal Joshua Kapu, Tong Yu, Shiv Kumar Saini
2025 J jnl
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation.
Proc. ACM Manag. Data
Shubham Agarwal, Sai Sundaresan, Subrata Mitra, Debabrata Mahapatra, Archit Gupta, Rounak Sharma, Nirmal Joshua Kapu, Tong Yu, Shiv Kumar Saini
2025 — conf
Fast Hypothetical Updates Evaluation.
Provenance Week@SIGMOD
Haneen Mohammed, Alexander Yao, Charlie Summers, Hongbin Zhong, Gromit Yeuk-Yin Chan, Subrata Mitra, Lampros Flokas, Eugene Wu
2025 J jnl
Perception-aware Sampling for Scatterplot Visualizations.
CoRR
Zafeiria Moumoulidou, Hamza Elhamdadi, Ke Yang, Subrata Mitra, Cindy Xiong Bearfield, Alexandra Meliou
2025 J jnl
Personalization of Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2025 J jnl
Physical Visualization Design: Decoupling Interface and System Design.
Proc. ACM Manag. Data
Yiru Chen, Xupeng Li, Jeffrey Tao, Lana Ramjit, Subrata Mitra, Javad Ghaderi, Ravi Netravali, Aditya G. Parameswaran, Dan Rubenstein, Eugene Wu
2025 J jnl
Pluralistic Off-policy Evaluation and Alignment.
CoRR
Chengkai Huang, Junda Wu, Zhouhang Xie, Yu Xia, Rui Wang, Tong Yu, Subrata Mitra, Julian J. McAuley, Lina Yao
2025 J jnl
Prompt-Aware Scheduling for Efficient Text-to-Image Inferencing System.
CoRR
Shubham Agarwal, Saud Iqbal, Subrata Mitra
2025 J jnl
RCStat: A Statistical Framework for using Relative Contextualization in Transformers.
CoRR
Debabrata Mahapatra, Shubham Agarwal, Apoorv Saxena, Subrata Mitra
2024 J jnl
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
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
FaDE: More Than a Million What-ifs Per Second.
Proc. VLDB Endow.
Haneen Mohammed, Eugene Wu, Alexander Yao, Charlie Summers, Lampros Flokas, Gromit Yeuk-Yin Chan, Subrata Mitra, Hongbin Zhong
2024 J jnl
Personalization of Large Language Models: A Survey.
CoRR
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2024 — conf
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning.
NAACL-HLT (Findings)
Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao
2024 J jnl
Personalized Multimodal Large Language Models: A Survey.
CoRR
Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian J. McAuley
2024 — conf
RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories.
ECCV (59)
Chen-Yi Lu, Shubham Agarwal, Md. Mehrab Tanjim, Kanak Mahadik, Anup B. Rao, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Somali Chaterji
2024 — conf
ScaleViz: Scaling Visualization Recommendation Models on Large Data.
PAKDD (5)
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila
2024 J jnl
ScaleViz: Scaling Visualization Recommendation Models on Large Data.
CoRR
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila
2024 J jnl
Visual Prompting in Multimodal Large Language Models: A Survey.
CoRR
Junda Wu, Zhehao Zhang, Yu Xia, Xintong Li, Zhaoyang Xia, Aaron Chang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ruiyi Zhang, Subrata Mitra, Dimitris N. Metaxas, Lina Yao, Jingbo Shang, Julian J. McAuley
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 — conf
EVA: An End-to-End Exploratory Video Analytics System.
DEEM@SIGMOD
Gaurav Tarlok Kakkar, Jiashen Cao, Pramod Chunduri, Zhuangdi Xu, Suryatej Reddy Vyalla, Prashanth Dintyala, Anirudh Prabakaran, Jaeho Bang, Aubhro Sengupta, Kaushik Ravichandran, Ishwarya Sivakumar, Aryan Rajoria, Ashmita Raju, Tushar Aggarwal, Abdullah Shah, Sanjana Garg, Shashank Suman, Myna Prasanna Kalluraya, Subrata Mitra, Ali Payani, Yao Lu, Umakishore Ramachandran, Joy Arulraj
2023 — conf
Fast Natural Language Based Data Exploration with Samples.
SIGMOD Conference Companion
Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra
2023 — conf
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.
ACL (Findings)
Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra, Ricardo Henao
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
Reinforced Approximate Exploratory Data Analysis.
AAAI
Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
2023 J jnl
SEIDEN: Revisiting Query Processing in Video Database Systems.
Proc. VLDB Endow.
Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri, Subrata Mitra, Joy Arulraj
2023 A conf
Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning.
ICDCS
Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das
2022 J jnl
Analysis of Distributed Deep Learning in the Cloud.
CoRR
Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das
2022 J jnl
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients.
ACM Trans. Sens. Networks
Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi
2022 A* conf
Conditional Generative Model Based Predicate-Aware Query Approximation.
AAAI
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
2022 A conf
Correlated Stochastic Knapsack with a Submodular Objective.
ESA
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022 J jnl
Correlated Stochastic Knapsack with a Submodular Objective.
CoRR
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022 — conf
Efficient Insights Discovery through Conditional Generative Model based Query Approximation.
SIGMOD Conference
Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
2022 J jnl
Electra: Conditional Generative Model based Predicate-Aware Query Approximation.
CoRR
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
2022 — conf
Few-Shot Class-Incremental Learning for Named Entity Recognition.
ACL (1)
Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao
2022 J jnl
Reinforced Approximate Exploratory Data Analysis.
CoRR
Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
2022 A* conf
Root Cause Analysis of Failures in Microservices through Causal Discovery.
NeurIPS
Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu
2021 A conf
Data-Sharing Economy: Value-Addition from Data meets Privacy.
WSDM
Piyush Bagad, Subrata Mitra, Sunny Dhamnani, Atanu R. Sinha, Raunak Gautam, Haresh Khanna
2021 — conf
SONIC: Application-aware Data Passing for Chained Serverless Applications.
USENIX ATC
Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
2021 — conf
Scheduling ML training on unreliable spot instances.
UCC Companion
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2021 A* conf
Scheduling of Time-Varying Workloads Using Reinforcement Learning.
AAAI
Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra
2020 J jnl
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles.
CoRR
Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
2020 Misc conf
ApproxDet: content and contention-aware approximate object detection for mobiles.
SenSys
Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
2020 — conf
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.
USENIX ATC
Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
2019 J jnl
ApproxNet: Content and Contention Aware Video Analytics System for the Edge.
CoRR
Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi
2019 — conf
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters.
APSys
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
2019 J jnl
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters.
CoRR
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
2019 — conf
Edge-based Transcoding for Adaptive Live Video Streaming.
HotEdge
Pradeep Dogga, Sandip Chakraborty, Subrata Mitra, Ravi Netravali
2019 — conf
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads.
USENIX ATC
Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi
2018 J jnl
Newsvendor problem with clearance pricing.
Eur. J. Oper. Res.
Subrata Mitra
2018 A conf
Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads.
Middleware
Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi
2018 J jnl
Single-period newsvendor problem under random end-of-season demand.
J. Oper. Res. Soc.
Subrata Mitra, Ashis Kumar Chatterjee
2018 — conf
VideoChef: Efficient Approximation for Streaming Video Processing Pipelines.
USENIX ATC
Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi
2017 A conf
Phase-aware optimization in approximate computing.
CGO
Subrata Mitra, Manish K. Gupta, Sasa Misailovic, Saurabh Bagchi
2017 A conf
Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads.
Middleware
Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
2016 — conf
A Study of Failures in Community Clusters: The Case of Conte.
ISSRE Workshops
Subrata Mitra, Suhas Javagal, Amiya Kumar Maji, Todd Gamblin, Adam Moody, Stephen Lien Harrell, Saurabh Bagchi
2016 A conf
Partial-parallel-repair (PPR): a distributed technique for repairing erasure coded storage.
EuroSys
Subrata Mitra, Rajesh Krishna Panta, Moo-Ryong Ra, Saurabh Bagchi
2016 B conf
Sirius: Neural Network Based Probabilistic Assertions for Detecting Silent Data Corruption in Parallel Programs.
SRDS
Tara E. Thomas, Anmol J. Bhattad, Subrata Mitra, Saurabh Bagchi
2016 — —
What broke where for distributed and parallel applications - a whodunit story
Subrata Mitra
2015 B conf
Dealing with the Unknown: Resilience to Prediction Errors.
PACT
Subrata Mitra, Greg Bronevetsky, Suhas Javagal, Saurabh Bagchi
2015 — conf
ICE: An Integrated Configuration Engine for Interference Mitigation in Cloud Services.
ICAC
Amiya Kumar Maji, Subrata Mitra, Saurabh Bagchi
2015 B conf
VIDalizer: An energy efficient video streamer.
WCNC
Arnab Raha, Subrata Mitra, Vijay Raghunathan, Sanjay G. Rao
2015 J jnl
VMI for single-vendor multi-retailer supply chains under stochastic demand.
Comput. Ind. Eng.
Arqum Mateen, Ashis Kumar Chatterjee, Subrata Mitra
2014 A* conf
Accurate application progress analysis for large-scale parallel debugging.
PLDI
Subrata Mitra, Ignacio Laguna, Dong H. Ahn, Saurabh Bagchi, Martin Schulz, Todd Gamblin
2014 J jnl
Application of graph search and genetic algorithms for the single machine scheduling problem with sequence-dependent setup times and quadratic penalty function of completion times.
Comput. Ind. Eng.
Viswanathan Kodaganallur, Anup K. Sen, Subrata Mitra
2014 A conf
Mitigating interference in cloud services by middleware reconfiguration.
Middleware
Amiya Kumar Maji, Subrata Mitra, Bowen Zhou, Saurabh Bagchi, Akshat Verma
2013 B conf
Automatic Problem Localization via Multi-dimensional Metric Profiling.
SRDS
Ignacio Laguna, Subrata Mitra, Fahad A. Arshad, Nawanol Theera-Ampornpunt, Zongyang Zhu, Saurabh Bagchi, Samuel P. Midkiff, Michael Kistler, Ahmed Gheith
2013 J jnl
Comparing Static and Dynamic Policies for Vehicle Routing Problems with Backhauling and Dynamic Customer Demands.
Int. J. Appl. Logist.
Subrata Mitra
2012 J jnl
A Novel Approach for Handling Misbehaving Nodes in Behavior-Aware Mobile Networking
CoRR
Kanad Basu, Subrata Mitra, Srishti Mukherjee, Weixun Wang
2012 J jnl
Inventory management in a two-echelon closed-loop supply chain with correlated demands and returns.
Comput. Ind. Eng.
Subrata Mitra
2012 J jnl
Linear Antenna Array with Suppressed Sidelobe and Sideband Levels using Time Modulation
CoRR
Swaprava Nath, Subrata Mitra
2011 J jnl
The 2008 Survey of Indian Third-Party Logistics (3PL) Service Providers: Comparisons with the 2004 Survey of Indian 3PLs and 2006 Survey of North American 3PLs.
Int. J. Appl. Logist.
Subrata Mitra
2008 J jnl
A parallel clustering technique for the vehicle routing problem with split deliveries and pickups.
J. Oper. Res. Soc.
Subrata Mitra
2005 J jnl
An Algorithm for the generalized Vehicle Routing Problem with Backhauling.
Asia Pac. J. Oper. Res.
Subrata Mitra
2004 J jnl
Leveraging information in multi-echelon inventory systems.
Eur. J. Oper. Res.
Subrata Mitra, Ashis Kumar Chatterjee
1999 — conf
Jeopardy.
RTA
Nachum Dershowitz, Subrata Mitra
1996 J jnl
Design by Framework Completion.
Autom. Softw. Eng.
Dipayan Gangopadhyay, Subrata Mitra
1993 — conf
Higher-Order and Semantic Unification.
FSTTCS
Nachum Dershowitz, Subrata Mitra
1993 — conf
ObjChart-Builder: An Environment for Executing Visual Object Models.
TOOLS (11)
Dipayan Gangopadhyay, Subrata Mitra
1993 A conf
ObjChart: Tangible Specification of Reactive Object Behavior.
ECOOP
Dipayan Gangopadhyay, Subrata Mitra
1992 A conf
Decidable Matching for Convergent Systems (Preliminary Version).
CADE
Nachum Dershowitz, Subrata Mitra, G. Sivakumar
1992 — conf
Path Orderings for Termination of Associative-Commutative Rewriting.
CTRS
Nachum Dershowitz, Subrata Mitra
1991 — conf
AC-Equation Solving.
FSTTCS
Subrata Mitra, G. Sivakumar
1990 — conf
Equation Solving in Conditional AC-Theories.
ALP
Nachum Dershowitz, Subrata Mitra, G. Sivakumar
1989 — conf
Parsing Generalized Phrase Structure Grammar with Dynamic Expansion.
IWPT
Navin Budhiraja, Subrata Mitra, Harish Karnick, Rajeev Sangal