Santanu Kolay

According to our database, Santanu Kolay authored at least 19 papers between 2008 and 2026.

Collaborative distances:

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

2026

Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design.

Bojian Hou, Xiaolong Liu, Xiaoyi Liu, Jiaqi Xu, Yasmine Badr, Mengyue Hang, Sudhanshu Chanpuriya, Junqing Zhou, Yuhang Yang, Han Xu, Qiuling Suo, Laming Chen, Yuxi Hu, Jiasheng Zhang, Huaqing Xiong, Yuzhen Huang, Chao Chen, Yue Dong, Yi Yang, Shuo Chang, Xiaorui Gan, Wenlin Chen, Santanu Kolay, Darren Liu, Jade Nie, Chunzhi Yang, Ellie Wen, Jiyan Yang, Huayu Li

CoRR, February, 2026

Generative Reasoning Re-ranker.

Mingfu Liang, Yufei Li, Jay Xu, Kavosh Asadi, Xi Liu, Shuo Gu, Kaushik Rangadurai, Frank Shyu, Shuaiwen Wang, Song Yang, Zhijing Li, Jiang Liu, Mengying Sun, Fei Tian, Xiaohan Wei, Chonglin Sun, Jacob Tao, Shike Mei, Wenlin Chen, Santanu Kolay, Sandeep Pandey, Hamed Firooz, Luke Simon

CoRR, February, 2026

2025

Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.

Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, Zeliang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen

CoRR, December, 2025

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.

Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Yinbin Ma, Shuaiwen Wang, Sihan Zeng, Tongyi Tang, Xiaohan Wei, Longhao Jin, Jamey Zhang, Marcus Chen, Jiayi Zhang, Angie Huang, Chi Zhang, Zhengli Zhao, Jared Yang, Qiang Jin, Xian Chen, Amit Anand Amlesahwaram, Lexi Song, Liang Luo, Yuchen Hao, Nan Xiao, Yavuz Yetim, Luoshang Pan, Gaoxiang Liu, Yuxi Hu, Yuzhen Huang, Jackie Xu, Rich Zhu, Xin Zhang, Yiqun Liu, Hang Yin, Yuxin Chen, Buyun Zhang, Xiaoyi Liu, Xingyuan Wang, Wenguang Mao, Zhijing Li, Qin Huang, Chonglin Sun, Shupin Mao, Benjamin Au, Jingzheng Qin, Peggy Yao, Jae-Woo Choi, Bin Gao, Ernest Wang, Lei Zhang, Wen-Yen Chen, Ted Lee, Jay Zha, Yi Meng, Alex Gong, Edison Gao, Alireza Vahdatpour, Yiping Han, Yantao Yao, Toshinari Kureha, Shuo Chang, Musharaf Sultan, John Bocharov, Sagar Chordia, Xiaorui Gan, Peng Sun, Rocky Liu, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li

CoRR, February, 2025

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.

Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

2017

Towards Data Quality Assessment in Online Advertising.

Sahin Cem Geyik, Jianqiang Shen, Shahriar Shariat, Ali Dasdan, Santanu Kolay

CoRR, 2017

2016

Joint Optimization of Multiple Performance Metrics in Online Video Advertising.

Sahin Cem Geyik, Sergey Faleev, Jianqiang Shen, Sean O'Donnell, Santanu Kolay

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

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

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

Post-purchase recommendations in large-scale online marketplaces.

Jayasimha Katukuri, Tolga Könik, Rajyashree Mukherjee, Santanu Kolay

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Recommending similar items in large-scale online marketplaces.

Jayasimha Katukuri, Tolga Könik, Rajyashree Mukherjee, Santanu Kolay

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Overview of Turn Data Management Platform for Digital Advertising.

Hazem Elmeleegy, Yinan Li, Yan Qi, Peter Wilmot, Mingxi Wu, Santanu Kolay, Ali Dasdan, Songting Chen

Proc. VLDB Endow., 2013

Scalable Audience Reach Estimation in Real-Time Online Advertising.

Ali Jalali, Santanu Kolay, Peter Foldes, Ali Dasdan

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2010

Output URL Bidding.

Panagiotis Papadimitriou, Hector Garcia-Molina, Ali Dasdan, Santanu Kolay

Proc. VLDB Endow., 2010

2009

The value of socially tagged urls for a search engine.

Santanu Kolay, Ali Dasdan

Proceedings of the 18th International Conference on World Wide Web, 2009

Thumbs-up: a game for playing to rank search results.

Ali Dasdan, Chris Drome, Santanu Kolay

Proceedings of the 18th International Conference on World Wide Web, 2009

Thumbs-Up: a game for playing to rank search results.

Ali Dasdan, Chris Drome, Santanu Kolay, Micah Alpern, Alice Han, Tom Chi, Jamie Hoover, Ivan Davtchev, Sharad Verma

Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

Derating for static timing analysis: Theory and practice.

Ali Dasdan, Santanu Kolay, Mustafa Yazgan

Proceedings of the 10th International Symposium on Quality of Electronic Design (ISQED 2009), 2009

Automatic retrieval of similar content using search engine query interface.

Ali Dasdan, Paolo D'Alberto, Santanu Kolay, Chris Drome

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

A larger scale study of robots.txt.

Santanu Kolay

Proceedings of the 17th International Conference on World Wide Web, 2008