Santanu Kolay

Most-cited papers

Thumbs-up: a game for playing to rank search results
A. Dasdan, Chris Drome, Santanu Kolay
2009The Web Conference49 citations
Semantic Scholar
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
Ming-Fu Liang, Xi Liu, Rong Jin, Boyang Liu +103 more
2025The Web Conference27 citations Open access
Semantic Scholar
Overview of Turn Data Management Platform for Digital Advertising
Hazem Elmeleegy, Yinan Li, Yan Qi, P. Wilmot +4 more
2013Proceedings of the VLDB Endowment27 citations Open access
Semantic Scholar
Joint Optimization of Multiple Performance Metrics in Online Video Advertising
S. Geyik, Sergey Faleev, Jian-Qiang Shen, S. O'Donnell +1 more
2016Knowledge Discovery and Data Mining26 citations
Semantic Scholar
Automatic retrieval of similar content using search engine query interface
A. Dasdan, P. D'Alberto, Santanu Kolay, Chris Drome
2009International Conference on Information and Knowledge Management25 citations Open access
Semantic Scholar
A larger scale study of robots.txt
Santanu Kolay, P. D'Alberto, Ali Dasdan, Arnab Bhattacharjee
2008The Web Conference21 citations
Semantic Scholar
The value of socially tagged urls for a search engine
Santanu Kolay, A. Dasdan
2009The Web Conference19 citations
Semantic Scholar
Recommending similar items in large-scale online marketplaces
J. Katukuri, Tolga Könik, Rajyashree Mukherjee, Santanu Kolay
20142014 IEEE International Conference on Big Data (Big Data)14 citations
Semantic Scholar
Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design
Bojian Hou, Xiao-Long Liu, Xiao-Yi Liu, Jia-Qi Xu +25 more
2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.212 citations Open access
Semantic Scholar
Generative Reasoning Re-ranker
Ming-Fu Liang, Yu-Fei Li, Jay Xu, Kavosh Asadi +19 more
2026arXiv.org11 citations
Semantic Scholar
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations
Liang Luo, Yu-Xin Chen, Zheng-Yu Zhang, Meng-Yue Hang +38 more
2025Knowledge Discovery and Data Mining7 citations Open access
Semantic Scholar
Derating for static timing analysis: Theory and practice
A. Dasdan, Santanu Kolay, M. Yazgan
2009IEEE International Symposium on Quality Electronic Design7 citations
Semantic Scholar
LoopFM: Learning frOm HistOrical RePresentations of Foundation Model for Recommendation
Hua-You Zheng, Sha-Li Jiang, Bo-Yang Liu, La-Ming Chen +43 more
2026arXiv.org5 citations
Semantic Scholar
Scalable Audience Reach Estimation in Real-Time Online Advertising
A. Jalali, Santanu Kolay, Peter Foldes, A. Dasdan
20132013 IEEE 13th International Conference on Data Mining Workshops4 citations
Semantic Scholar
Output URL Bidding
Panagiotis Papadimitriou, H. Garcia-Molina, A. Dasdan, Santanu Kolay
2010Proceedings of the VLDB Endowment3 citations
Semantic Scholar
Output Bidding: A New Search Advertising Model Complementary to Keyword Bidding
A. Dasdan, Santanu Kolay, Panagiotis Papadimitriou, H. Garcia-Molina
20093 citations
Semantic Scholar
Thumbs-Up: a game for playing to rank search results
A. Dasdan, Chris Drome, Santanu Kolay, Micah Alpern +5 more
2009AAAI Conference on Human Computation & Crowdsourcing2 citations
Semantic Scholar
LoKA: Low-Precision Kernel Applications for Recommendation Models at Scale
Liang Luo, Yin-Bin Ma, Quanyu Zhu, V. Kuznetsov +20 more
2026International Symposium on Computer Architecture1 citations
Semantic Scholar
GR2 Technical Report
Yu-Fei Li, Zai-Wei Zhang, Ming-Fu Liang, Kavosh Asadi +65 more
2026arXiv.org1 citations
Semantic Scholar
AntsBOA: A New Time Series Pipeline for Big Data Processing, Analyzing and Querying in Online Advertising Application
Bin Song, Shaosu Liu, Santanu Kolay, Lawrence Lo
20152015 IEEE First International Conference on Big Data Computing Service and Applications1 citations
Semantic Scholar
2015 Ieee International Conference on Big Data (big Data) Post-purchase Recommendations in Large-scale Online Marketplaces
J. Katukuri, Tolga Könik, Rajyashree Mukherjee, Santanu Kolay
1 citations
Semantic Scholar
ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation
Yu-Xin Chen, Liang Luo, Bu-Yun Zhang, Jian Jiao +43 more
2026arXiv.org0 citations
Semantic Scholar
MISO: Model-Internal-State-Guided Optimization for Ranking Models
Yongzhen Zhang, Xiaoyu Deng, Yifan He, Mengying Sun +28 more
20260 citations
Semantic Scholar
MARCO: Click-Intent Decomposition for Calibrated Ads Conversion Prediction
Shi-Wen Shen, Xi-Ru Huang, Liang Luo, Jian-Bo Sun +31 more
20260 citations
Semantic Scholar
Towards Data Quality Assessment in Online Advertising
S. Geyik, Jian-Qiang Shen, Shahriar Shariat, A. Dasdan +1 more
2017arXiv.org0 citations
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