Saayan Mitra

According to our database, Saayan Mitra authored at least 40 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.

Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

HanDiffuser: Text-to-Image Generation with Realistic Hand Appearances.

Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A/B testing under Interference with Partial Network Information.

Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing.

Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel, Vahid Azizi, Xiang Chen, Saayan Mitra, Aniket Bera, Dinesh Manocha

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information.

Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan

CoRR, 2023

Privacy Aware Experiments without Cookies.

Shiv Shankar, Ritwik Sinha, Saayan Mitra, Viswanathan (Vishy) Swaminathan, Sridhar Mahadevan, Moumita Sinha

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Protecting Proprietary Information in on-Device Machine Learning Models.

Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy

Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

SODA: Protecting Proprietary Information in On-Device Machine Learning Models.

Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Flash: Concept Drift Adaptation in Federated Learning.

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

Proceedings of the International Conference on Machine Learning, 2023

Decentralized Personalized Online Federated Learning.

Renzhi Wu, Saayan Mitra, Xiang Chen, Anup B. Rao

Proceedings of the IEEE International Conference on Big Data, 2023

Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training.

Lianke Qin, Saayan Mitra, Zhao Song, Yuanyuan Yang, Tianyi Zhou

Proceedings of the IEEE International Conference on Big Data, 2023

Near Neighbor Search for Constraint Queries.

Gaurav Gupta, Anup B. Rao, Tung Mai, Ryan A. Rossi, Xiang Chen, Saayan Mitra, Anshumali Shrivastava

Proceedings of the IEEE International Conference on Big Data, 2023

Direct Inference of Effect of Treatment (DIET) for a Cookieless World.

Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Madalina Fiterau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Towards Preserving Server-Side Privacy of On-Device Models.

Akanksha Atrey, Ritwik Sinha, Somdeb Sarkhel, Saayan Mitra, David Arbour, Akash Maharaj, Prashant J. Shenoy

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Contextualized Styling of Images for Web Interfaces using Reinforcement Learning.

Pooja Guhan, Saayan Mitra, Somdeb Sarkhel, Stefano Petrangeli, Ritwik Sinha, Viswanathan Swaminathan, Aniket Bera, Dinesh Manocha

Proceedings of the IEEE International Symposium on Multimedia, 2022

Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations.

Vahid Azizi, Saayan Mitra, Xiang Chen

Proceedings of the IEEE International Conference on Big Data, 2022

DiPS: Differentiable Policy for Sketching in Recommender Systems.

Aritra Ghosh, Saayan Mitra, Andrew S. Lan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

BOhance: Bayesian Optimization for Content Enhancement.

Trisha Mittal, Vishy Swaminathan, Somdeb Sarkhel, Ritwik Sinha, David Arbour, Saayan Mitra, Dinesh Manocha

Proceedings of the IEEE International Symposium on Multimedia, 2021

Open-Domain Trending Hashtag Recommendation for Videos.

Swapneel Mehta, Somdeb Sarkhel, Xiang Chen, Saayan Mitra, Viswanathan Swaminathan, Ryan A. Rossi, Ali Aminian, Han Guo, Kshitiz Garg

Proceedings of the IEEE International Symposium on Multimedia, 2021

2020

Metadata Matters in User Engagement Prediction.

Xiang Chen, Saayan Mitra, Viswanathan Swaminathan

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Optimal Bidding Strategy without Exploration in Real-time Bidding.

Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Viswanathan Swaminathan

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.

Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

Training Streaming Factorization Machines with Alternating Least Squares.

Xueyu Mao, Saayan Mitra, Sheng Li

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Scalable Bid Landscape Forecasting in Real-Time Bidding.

Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Jason Xie, Gang Wu, Viswanathan Swaminathan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

A Scalable Data Augmentation and Training Pipeline for Logo Detection.

Han Guo, Viswanathan Swaminathan, Saayan Mitra

Proceedings of the IEEE International Symposium on Multimedia, 2019

2018

Content-Based Effectiveness Prediction of Video Advertisements.

Qi Lou, Somdeb Sarkhel, Saayan Mitra, Viswanathan Swaminathan

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

2017

Personalized Video Recommendations for Shared Accounts.

Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Viswanathan Swaminathan

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Feature Selection for FM-Based Context-Aware Recommendation Systems.

Xueyu Mao, Saayan Mitra, Viswanathan Swaminathan

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Context-aware video recommendation based on session progress prediction.

Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Digital content recommendation system using implicit feedback data.

Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2014

A reliable buffered approach for measuring usage of web video.

Saayan Mitra, Viswanathan Swaminathan

Proceedings of the International Conference on Telecommunications and Multimedia, 2014

Online video session progress prediction using low-rank matrix completion.

Gang Wu, Viswanathan Swaminathan, Saayan Mitra, Ratnesh Kumar

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

2013

Designing a universal format for encrypted media.

Viswanathan Swaminathan, Saayan Mitra, Sheng Wei

Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012

An optimal client buffer model for multiplexing HTTP streams.

Saayan Mitra, Viswanathan Swaminathan

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

A partial encryption scheme for AVC video.

Viswanathan Swaminathan, Saayan Mitra

Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

2009

A Framework for Optimal Decentralized Service-Choreography.

Saayan Mitra, Ratnesh Kumar, Samik Basu

Proceedings of the IEEE International Conference on Web Services, 2009

Using an Error Detection Strategy for Improving Web Accessibility for Older Adults.

Alfred Taylor Sr., Les Miller, Sree Nilakanta, Jeffry D. Sander, Saayan Mitra, Anurag Sharda, Bachar Chama

Proceedings of the Second International Conference on Advances in Computer-Human Interaction, 2009

2008

Optimum Decentralized Choreography for Web Services Composition.

Saayan Mitra, Ratnesh Kumar, Samik Basu

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Local and On-the-fly Choreography-based Web Service Composition.

Saayan Mitra, Samik Basu, Ratnesh Kumar

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Automated Choreographer Synthesis for Web Services Composition Using I/O Automata.

Saayan Mitra, Ratnesh Kumar, Samik Basu

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007