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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Flash: Concept Drift Adaptation in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Decentralized Personalized Online Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Near Neighbor Search for Constraint Queries.

[BibT_eX]

[DOI]

Anshumali Shrivastava

Proceedings of the IEEE International Conference on Big Data, 2023

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

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aniket Bera

Dinesh Manocha

Proceedings of the IEEE International Symposium on Multimedia, 2022

Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations.

[BibT_eX]

[DOI]

Vahid Azizi

Xiang Chen

Proceedings of the IEEE International Conference on Big Data, 2022

DiPS: Differentiable Policy for Sketching in Recommender Systems.

[BibT_eX]

[DOI]

Aritra Ghosh

Andrew S. Lan

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

2021

BOhance: Bayesian Optimization for Content Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2021

Open-Domain Trending Hashtag Recommendation for Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2021

2020

Metadata Matters in User Engagement Prediction.

[BibT_eX]

[DOI]

Xiang Chen

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.

[BibT_eX]

[DOI]

Aritra Ghosh

Somdeb Sarkhel

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

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

[BibT_eX]

[DOI]

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

2019

Training Streaming Factorization Machines with Alternating Least Squares.

[BibT_eX]

[DOI]

Xueyu Mao

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.

[BibT_eX]

[DOI]

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

A Scalable Data Augmentation and Training Pipeline for Logo Detection.

[BibT_eX]

[DOI]

Han Guo

Proceedings of the IEEE International Symposium on Multimedia, 2019

2018

Content-Based Effectiveness Prediction of Video Advertisements.

[BibT_eX]

[DOI]

Qi Lou

Somdeb Sarkhel

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

2017

Personalized Video Recommendations for Shared Accounts.

[BibT_eX]

[DOI]

Shuo Yang

Somdeb Sarkhel

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

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

[BibT_eX]

[DOI]

Xueyu Mao

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

Context-aware video recommendation based on session progress prediction.

[BibT_eX]

[DOI]

Gang Wu

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

Digital content recommendation system using implicit feedback data.

[BibT_eX]

[DOI]

Gang Wu

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Telecommunications and Multimedia, 2014

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

[BibT_eX]

[DOI]

Gang Wu

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

2013

Designing a universal format for encrypted media.

[BibT_eX]

[DOI]

Sheng Wei

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

2012

An optimal client buffer model for multiplexing HTTP streams.

[BibT_eX]

[DOI]

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

A partial encryption scheme for AVC video.

[BibT_eX]

[DOI]

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

2009

A Framework for Optimal Decentralized Service-Choreography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

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

[BibT_eX]

[DOI]

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

2008

Optimum Decentralized Choreography for Web Services Composition.

[BibT_eX]

[DOI]

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

2007

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]