Modeling the impact of short- and long-term behavior on search personalization. - Paul N. Bennett; Ryen W. White; Wei Chu; Susan T. Dumais; Peter Bailey; Fedor Borisyuk; Xiaoyuan Cui (SIGIR, 2012)

CaSMoS: A Framework for Learning Candidate Selection Models over Structured Queries and Documents. - Fedor Borisyuk; Krishnaram Kenthapadi; David Stein 002; Bo Zhao 001 (KDD, 2016)

LiJAR: A System for Job Application Redistribution towards Efficient Career Marketplace. - Fedor Borisyuk; Liang Zhang 021; Krishnaram Kenthapadi (KDD, 2017)

Rosetta: Large Scale System for Text Detection and Recognition in Images. - Fedor Borisyuk; Albert Gordo; Viswanath Sivakumar (KDD, 2018)

MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data. - Yina Tang; Fedor Borisyuk; Siddarth Malreddy; Yixuan Li 001; Yiqun Liu 006; Sergey Kirshner (KDD, 2019)

GrokNet: Unified Computer Vision Model Trunk and Embeddings For Commerce. - Sean Bell; Yiqun Liu 006; Sami Alsheikh; Yina Tang; Edward Pizzi; M. Henning; Karun Singh; Omkar Parkhi; Fedor Borisyuk (KDD, 2020)

Que2Search: Fast and Accurate Query and Document Understanding for Search at Facebook. - Yiqun Liu 006; Kaushik Rangadurai; Yunzhong He; Siddarth Malreddy; Xunlong Gui; Xiaoyi Liu; Fedor Borisyuk (KDD, 2021)

VisRel: Media Search at Scale. - Fedor Borisyuk; Siddarth Malreddy; Jun Mei; Yiqun Liu 006; Xiaoyi Liu; Piyush Maheshwari; Anthony Bell; Kaushik Rangadurai (KDD, 2021)

NxtPost: User To Post Recommendations In Facebook Groups. - Kaushik Rangadurai; Yiqun Liu 006; Siddarth Malreddy; Xiaoyi Liu; Piyush Maheshwari; Vishwanath Sangale; Fedor Borisyuk (KDD, 2022)

LiNR: Model Based Neural Retrieval on GPUs at LinkedIn. - Fedor Borisyuk; Qingquan Song; Mingzhou Zhou; Ganesh Parameswaran; Madhu Arun; Siva Popuri; Tugrul Bingol; Zhuotao Pei; Kuang-Hsuan Lee; Lu Zheng; Qizhan Shao; Ali Naqvi; et al. (CIKM, 2024)

LiGNN: Graph Neural Networks at LinkedIn. - Fedor Borisyuk; Shihai He; Yunbo Ouyang; Morteza Ramezani; Peng Du; Xiaochen Hou; Chengming Jiang; Nitin Pasumarthy; Priya Bannur; Birjodh Tiwana; Ping Liu 002; Siddharth Dangi; et al. (KDD, 2024)

LiRank: Industrial Large Scale Ranking Models at LinkedIn. - Fedor Borisyuk; Mingzhou Zhou; Qingquan Song; Siyu Zhu; Birjodh Tiwana; Ganesh Parameswaran; Siddharth Dangi; Lars Hertel; Qiang Charles Xiao; Xiaochen Hou; Yunbo Ouyang; Aman Gupta; et al. (KDD, 2024)

LiMAML: Personalization of Deep Recommender Models via Meta Learning. - Ruofan Wang; Prakruthi Prabhakar; Gaurav Srivastava 001; Tianqi Wang; Zeinab S. Jalali; Varun Bharill; Yunbo Ouyang; Aastha Nigam; Divya Venugopalan; Aman Gupta; Fedor Borisyuk; S. Sathiya Keerthi; et al. (KDD, 2024)

MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems. - Qiang Charles Xiao; Ajith Muralidharan; Birjodh Tiwana; Johnson Jia; Fedor Borisyuk; Aman Gupta; Dawn Woodard (CoRR, 2024)

Learning to Retrieve for Job Matching. - Jianqiang Shen; Yuchin Juan; Shaobo Zhang; Ping Liu 002; Wen Pu; Sriram Vasudevan; Qingquan Song; Fedor Borisyuk; Kay Qianqi Shen; Haichao Wei; Yunxiang Ren; Yeou S. Chiou; et al. (CoRR, 2024)

Efficient user history modeling with amortized inference for deep learning recommendation models. - Lars Hertel; Neil Daftary; Fedor Borisyuk; Aman Gupta; Rahul Mazumder (CoRR, 2024)

LinkSAGE: Optimizing Job Matching Using Graph Neural Networks. - Ping Liu 002; Haichao Wei; Xiaochen Hou; Jianqiang Shen; Shihai He; Qianqi Shen; Zhujun Chen; Fedor Borisyuk; Daniel Hewlett; Liang Wu 006; Srikant Veeraraghavan; Alex Tsun; et al. (KDD (1), 2025)

From Features to Transformers: Redefining Ranking for Scalable Impact. - Fedor Borisyuk; Lars Hertel; Ganesh Parameswaran; Gaurav Srivastava 001; Sudarshan Srinivasa Ramanujam; Borja Ocejo; Peng Du; Andrei Akterskii; Neil Daftary; Shao Tang; Daqi Sun; Qiang Charles Xiao; et al. (CoRR, 2025)

Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications. - Kayhan Behdin; Yun Dai; Ata Fatahi Baarzi; Aman Gupta; Qingquan Song; Shao Tang; Hejian Sang; Gregory Dexter; Sirou Zhu; Siyu Zhu; Tejas Dharamsi; Maziar Sanjabi; et al. (CoRR, 2025)

Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn. - Shihai He; Julie Choi; Tianqi Li; Zhiwei Ding; Peng Du; Priya Bannur; Franco Liang; Fedor Borisyuk; Padmini Jaikumar; Xiaobing Xue; Viral Gupta (CoRR, 2025)