Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network. - Mengting Wan; Yunbo Ouyang; Lance M. Kaplan; Jiawei Han 001 (SDM, 2015)

Incremental Learning for Personalized Recommender Systems. - Yunbo Ouyang; Jun Shi; Haichao Wei; Huiji Gao (CoRR, 2021)

Generalized Deep Mixed Models. - Jun Shi; Chengming Jiang; Aman Gupta; Mingzhou Zhou; Yunbo Ouyang; Qiang Charles Xiao; Qingquan Song; Yi (Alice) Wu; Haichao Wei; Huiji Gao (KDD, 2022)

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)