Research & Services
List of publications, invited talks and academic & professional services
Publications
CAM2: Conformity-Aware Multi-Task Ranking Model for Large-Scale Recommender Systems
Companion Proceedings of the ACM Web Conference 2023 (19.8% acceptance rate)
Citation Information
Text Format:
-
Raul, Ameya and Porobo Dharwadker, Amey and Schumitsch, Brad. "CAM2: Conformity-Aware Multi-Task Ranking Model for Large-Scale Recommender Systems." Companion Proceedings of the ACM Web Conference (2023).
BibTex Format:
@inproceedings{raul2023cam2,
title={CAM2: Conformity-Aware Multi-Task Ranking Model for Large-Scale Recommender Systems},
author={Raul, Ameya and Porobo Dharwadker, Amey and Schumitsch, Brad},
booktitle={Companion Proceedings of the ACM Web Conference 2023},
pages={513--517},
year={2023}
}
PIE: Personalized Interest Exploration for Large-Scale Recommender Systems
Companion Proceedings of the ACM Web Conference 2023 (19.8% acceptance rate)
Citation Information
Text Format:
-
Mahajan, Khushhall Chandra and Porobo Dharwadker, Amey and Shah, Romil and Qu, Simeng and Bang, Gaurav and Schumitsch, Brad. "PIE: Personalized Interest Exploration for Large-Scale Recommender Systems." Companion Proceedings of the ACM Web Conference (2023).
BibTex Format:
@inproceedings{mahajan2023pie,
title={PIE: Personalized Interest Exploration for Large-Scale Recommender Systems},
author={Mahajan, Khushhall Chandra and Porobo Dharwadker, Amey and Shah, Romil and Qu, Simeng and Bang, Gaurav and Schumitsch, Brad},
booktitle={Companion Proceedings of the ACM Web Conference 2023},
pages={508--512},
year={2023}
}
VideoRecSys 2023: First Workshop on Large-Scale Video Recommender Systems
Proceedings of the 17th ACM Conference on Recommender Systems 2023 (17.4% acceptance rate)
Citation Information
Text Format:
-
Mahajan, Khushhall Chandra and Porobo Dharwadker, Amey and Gupta, Saurabh and Schumitsch, Brad. "VideoRecSys 2023: First Workshop on Large-Scale Video Recommender Systems." Proceedings of the 17th ACM Conference on Recommender Systems (2023).
BibTex Format:
@inproceedings{mahajan2023videorecsys,
title={VideoRecSys 2023: First Workshop on Large-Scale Video Recommender Systems},
author={Mahajan, Khushhall Chandra and Porobo Dharwadker, Amey and Gupta, Saurabh and Schumitsch, Brad},
booktitle={Proceedings of the 17th ACM Conference on Recommender Systems},
pages={1269--1271},
year={2023}
}
Embeddings for Feed and Pages
US Patent No. 10,846,614, Published 24 Nov 2020
Citation Information
Text Format:
-
Porobo Dharwadker, Amey and Hajarnis, Sanjeet. "Embeddings for Feed and Pages." U.S. Patent 10,846,614, issued November 24, 2020 .
BibTex Format:
@misc{dharwadker2020embeddings,
title={Embeddings for Feed and Pages},
author={Dharwadker, Amey Ajit Porobo and Hajarnis, Sanjeet Uday},
year={2020},
publisher={Google Patents},
note={US Patent 10,846,614}
}
MobLP: A CC-based approach to vehicle license plate number segmentation from images acquired with a mobile phone camera
Annual IEEE India Conference (INDICON) 2010 (38.4% acceptance rate)
Citation Information
Text Format:
-
Sharma, Abhishek and Porobo Dharwadker, Amey and Kasar, Thotreingam. "MobLP: A CC-based approach to vehicle license plate number segmentation from images acquired with a mobile phone camera." Annual IEEE India Conference (2010).
BibTex Format:
@inproceedings{sharma2010moblp,
title={MobLP: A CC-based approach to vehicle license plate number segmentation from images acquired with a mobile phone camera},
author={Sharma, Abhishek and Porobo Dharwadker, Amey and Kasar, Thotreingam},
booktitle={2010 Annual IEEE India Conference (INDICON)},
pages={1--4},
year={2010},
organization={IEEE}
}
Invited Talks
- Supercharging Recommendation Systems with Large Language Models, Machine Learning Prague.
- The Large Language Model Revolution in Recommender Systems Personalization, Put Generative AI To Work Conference by Packt Publishing, Worldwide.
- Advancements in Billion-Scale Video Recommender Systems, Big Data & AI Toronto, Canada.
- Building Next-Gen Recommender Systems with Large Language Models: Strategies and Insights, Data Science Salon, San Francisco, USA.
- Video Recommendations, News Feed and Ads Ranking at Facebook, Jay Shah Podcast.
- Trends in Personalized Video Recommendations, Re-Work Enterprise AI Summit, San Francisco, USA.
- Mastering the Art of Recommender System Evaluation, Data Innovation Summit, Stockholm, Sweden.
- Unlocking Personalization in Large-Scale Recommendations: Insights from Conformity, Exploration and Context Awareness, SMU School of Computing and Information Systems, Singapore.
- Beyond the Buzz: Decoding Popularity Bias in Large-Scale Recommender Systems, Open Data Science Conference West, San Francisco, USA.
- Navigating the Landscape of Bias in Recommender Systems, MLconf - The Machine Learning Conference, New York, USA.
- Contextual Personalization: Navigating the World of Large-Scale Recommender Systems, Nanyang Technological University, Singapore.
- Demystifying Bias In Billion-Scale Recommender Systems, Ai4, Las Vegas, USA.
- From Conformity to Customization: Pioneering Personalized Recommendations at Scale, National University of Singapore.
- Unmasking Bias in Modern Recommender Systems: Insights and Innovations, Disney Streaming, San Francisco, USA.
- Trends in Personalized Video Recommendations, Global Artificial Intelligence Virtual Conference, Worldwide.
Services
Program Committee Member
- International Conference on Learning Representations (ICLR) 2025
- ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2024
- ACM Recommender Systems Conference (RecSys) 2023, 2024
- AAAI Conference on Artificial Intelligence (AAAI) 2024, 2025
- ACM International World Wide Web Conference (WebConf) 2023, 2024
- International Conference on Artificial Intelligence and Statistics (AISTATS) 2023
- ACM International Conference on Information and Knowledge Management (CIKM) 2023, 2024
- International Joint Conference on Artificial Intelligence (IJCAI) 2023
- European Conference on Information Retrieval (ECIR) 2023, 2024, 2025
- User Modeling, Adaptation and Personalization (UMAP) 2023
- European Conference on Artificial Intelligence (ECAI) 2023
- IEEE International Symposium on Circuits and Systems (ISCAS) 2023