Saayan Mitra

62 papers A* 7A 9B 4C 10Misc 2Journal 20Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A conf
Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse.
MMSys
Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan
2026 J jnl
ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces.
CoRR
Xin Xu, Tong Yu, Xiang Chen, Haoliang Wang, Julian J. McAuley, Saayan Mitra
2025 J jnl
A Penalty Goes a Long Way: Measuring Lexical Diversity in Synthetic Texts Under Prompt-Influenced Length Variations.
CoRR
Vijeta Deshpande, Ishita Dasgupta, Uttaran Bhattacharya, Somdeb Sarkhel, Saayan Mitra, Anna Rumshisky
2025 J jnl
Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse.
CoRR
Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan
2025 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
Trans. Mach. Learn. Res.
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2025 J jnl
Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants.
CoRR
Md. Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn, Uttaran Bhattacharya, Tung Mai, Vaishnavi Muppala, Akash Maharaj, Saayan Mitra, Eunyee Koh, Yunyao Li, Ken Russell
2025 J jnl
Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners.
CoRR
Xiangchi Yuan, Xiang Chen, Tong Yu, Dachuan Shi, Can Jin, Wenke Lee, Saayan Mitra
2025 J jnl
SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation.
CoRR
Chen-Yi Lu, Md. Mehrab Tanjim, Ishita Dasgupta, Somdeb Sarkhel, Gang Wu, Saayan Mitra, Somali Chaterji
2025 A* conf
Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions.
CVPR
Ting-Hsuan Liao, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra, Jia-Bin Huang, Uttaran Bhattacharya
2025 J jnl
Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions.
CoRR
Ting-Hsuan Liao, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra, Jia-Bin Huang, Uttaran Bhattacharya
2025 — conf
VISIAR: Empower MLLM for Visual Story Ideation.
ACL (Findings)
Zhaoyang Xia, Somdeb Sarkhel, Md. Mehrab Tanjim, Stefano Petrangeli, Ishita Dasgupta, Yuxiao Chen, Jinxuan Xu, Di Liu, Saayan Mitra, Dimitris N. Metaxas
2024 A conf
A/B testing under Interference with Partial Network Information.
AISTATS
Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau
2024 J jnl
A/B testing under Interference with Partial Network Information.
CoRR
Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau
2024 J jnl
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.
CoRR
Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra
2024 J jnl
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances.
CoRR
Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai
2024 A* conf
HanDiffuser: Text-to-Image Generation with Realistic Hand Appearances.
CVPR
Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai
2024 — conf
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing.
ACL (Findings)
Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel, Vahid Azizi, Xiang Chen, Saayan Mitra, Aniket Bera, Dinesh Manocha
2024 A* conf
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.
ICLR
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang
2023 B conf
Decentralized Personalized Online Federated Learning.
IEEE Big Data
Renzhi Wu, Saayan Mitra, Xiang Chen, Anup B. Rao
2023 J jnl
Decentralized Personalized Online Federated Learning.
CoRR
Renzhi Wu, Saayan Mitra, Xiang Chen, Anup Rao
2023 A conf
Direct Inference of Effect of Treatment (DIET) for a Cookieless World.
AISTATS
Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Madalina Fiterau
2023 B conf
Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training.
IEEE Big Data
Lianke Qin, Saayan Mitra, Zhao Song, Yuanyuan Yang, Tianyi Zhou
2023 J jnl
Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training.
CoRR
Lianke Qin, Saayan Mitra, Zhao Song, Yuanyuan Yang, Tianyi Zhou
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 B conf
Near Neighbor Search for Constraint Queries.
IEEE Big Data
Gaurav Gupta, Anup B. Rao, Tung Mai, Ryan A. Rossi, Xiang Chen, Saayan Mitra, Anshumali Shrivastava
2023 A conf
Privacy Aware Experiments without Cookies.
WSDM
Shiv Shankar, Ritwik Sinha, Saayan Mitra, Viswanathan (Vishy) Swaminathan, Sridhar Mahadevan, Moumita Sinha
2023 Misc conf
Protecting Proprietary Information in on-Device Machine Learning Models.
HotMobile
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
2023 Misc conf
SODA: Protecting Proprietary Information in On-Device Machine Learning Models.
SEC
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
2023 J jnl
SODA: Protecting Proprietary Information in On-Device Machine Learning Models.
CoRR
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
2023 J jnl
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information.
CoRR
Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan
2023 J jnl
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.
CoRR
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang
2022 B conf
Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations.
IEEE Big Data
Vahid Azizi, Saayan Mitra, Xiang Chen
2022 C conf
Contextualized Styling of Images for Web Interfaces using Reinforcement Learning.
ISM
Pooja Guhan, Saayan Mitra, Somdeb Sarkhel, Stefano Petrangeli, Ritwik Sinha, Viswanathan Swaminathan, Aniket Bera, Dinesh Manocha
2022 A* conf
DiPS: Differentiable Policy for Sketching in Recommender Systems.
AAAI
Aritra Ghosh, Saayan Mitra, Andrew S. Lan
2022 J jnl
Privacy Aware Experiments without Cookies.
CoRR
Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Viswanathan Swaminathan, Sridhar Mahadevan
2022 — conf
Towards Preserving Server-Side Privacy of On-Device Models.
WWW (Companion Volume)
Akanksha Atrey, Ritwik Sinha, Somdeb Sarkhel, Saayan Mitra, David Arbour, Akash Maharaj, Prashant J. Shenoy
2021 C conf
BOhance: Bayesian Optimization for Content Enhancement.
ISM
Trisha Mittal, Vishy Swaminathan, Somdeb Sarkhel, Ritwik Sinha, David Arbour, Saayan Mitra, Dinesh Manocha
2021 J jnl
DiPS: Differentiable Policy for Sketching in Recommender Systems.
CoRR
Aritra Ghosh, Saayan Mitra, Andrew S. Lan
2021 C conf
Open-Domain Trending Hashtag Recommendation for Videos.
ISM
Swapneel Mehta, Somdeb Sarkhel, Xiang Chen, Saayan Mitra, Viswanathan Swaminathan, Ryan A. Rossi, Ali Aminian, Han Guo, Kshitiz Garg
2020 A* conf
Metadata Matters in User Engagement Prediction.
SIGIR
Xiang Chen, Saayan Mitra, Viswanathan Swaminathan
2020 A conf
Optimal Bidding Strategy without Exploration in Real-time Bidding.
SDM
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Viswanathan Swaminathan
2020 J jnl
Optimal Bidding Strategy without Exploration in Real-time Bidding.
CoRR
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Viswanathan Swaminathan
2020 J jnl
Scalable Bid Landscape Forecasting in Real-time Bidding.
CoRR
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Jason Xie, Gang Wu, Viswanathan Swaminathan
2020 A conf
Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.
ICME
Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra
2019 C conf
A Scalable Data Augmentation and Training Pipeline for Logo Detection.
ISM
Han Guo, Viswanathan Swaminathan, Saayan Mitra
2019 — conf
Scalable Bid Landscape Forecasting in Real-Time Bidding.
ECML/PKDD (3)
Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Jason Xie, Gang Wu, Viswanathan Swaminathan
2019 A* conf
Training Streaming Factorization Machines with Alternating Least Squares.
SIGIR
Xueyu Mao, Saayan Mitra, Sheng Li
2018 C conf
Content-Based Effectiveness Prediction of Video Advertisements.
ISM
Qi Lou, Somdeb Sarkhel, Saayan Mitra, Viswanathan Swaminathan
2017 A conf
Context-aware video recommendation based on session progress prediction.
ICME
Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar
2017 — conf
Digital content recommendation system using implicit feedback data.
IEEE BigData
Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar
2017 C conf
Feature Selection for FM-Based Context-Aware Recommendation Systems.
ISM
Xueyu Mao, Saayan Mitra, Viswanathan Swaminathan
2017 C conf
Personalized Video Recommendations for Shared Accounts.
ISM
Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Viswanathan Swaminathan
2014 — conf
A reliable buffered approach for measuring usage of web video.
TEMU
Saayan Mitra, Viswanathan Swaminathan
2014 — conf
Online video session progress prediction using low-rank matrix completion.
ICME Workshops
Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar
2013 C conf
Designing a universal format for encrypted media.
MMSP
Viswanathan Swaminathan, Saayan Mitra, Sheng Wei
2012 — conf
A partial encryption scheme for AVC video.
ESPA
Viswanathan Swaminathan, Saayan Mitra
2012 C conf
An optimal client buffer model for multiplexing HTTP streams.
MMSP
Saayan Mitra, Viswanathan Swaminathan
2009 A conf
A Framework for Optimal Decentralized Service-Choreography.
ICWS
Saayan Mitra, Ratnesh Kumar, Samik Basu
2009 C conf
Using an Error Detection Strategy for Improving Web Accessibility for Older Adults.
ACHI
Alfred Taylor Sr., Les Miller, Sree Nilakanta, Jeffry D. Sander, Saayan Mitra, Anurag Sharda, Bachar Chama
2008 — conf
Optimum Decentralized Choreography for Web Services Composition.
IEEE SCC (2)
Saayan Mitra, Ratnesh Kumar, Samik Basu
2007 A conf
Automated Choreographer Synthesis for Web Services Composition Using I/O Automata.
ICWS
Saayan Mitra, Ratnesh Kumar, Samik Basu
2007 — conf
Local and On-the-fly Choreography-based Web Service Composition.
Web Intelligence
Saayan Mitra, Samik Basu, Ratnesh Kumar