Efficient Machine Learning on Large-Scale Graphs. - Erickson, Parker; Lee, Victor E.; Shi, Feng; Tang, Jiliang (2022)

PG-Keys: Keys for Property Graphs. - Angles, Renzo; Bonifati, Angela; Dumbrava, Stefania; Fletcher, George; Hare, Keith W.; Hidders, Jan; Lee, Victor E.; Li, Bei; Libkin, Leonid; Martens, Wim; Murlak, Filip; Perryman, Josh; et al. (2021)

Aggregation Support for Modern Graph Analytics in TigerGraph. - Deutsch, Alin; Xu, Yu; Wu, Mingxi; Lee, Victor E. (2020)

Privacy-aware smart city: A case study in collaborative filtering recommender systems. - Zhang, Feng; Lee, Victor E.; Jin, Ruoming; Garg, Saurabh; Choo, Kim-Kwang Raymond; Maasberg, Michele; Dong, Lijun; Cheng, Chi (J. Parallel Distributed Comput., 2019)

TigerGraph: A Native MPP Graph Database. - Deutsch, Alin; Xu, Yu; Wu, Mingxi; Lee, Victor E. (CoRR, 2019)

Jo-DPMF: Differentially private matrix factorization learning through joint optimization. - Zhang, Feng; Lee, Victor E.; Choo, Kim-Kwang Raymond (Inf. Sci., 2018)

Uncertain Graph Data Management. - Liu, Lin; Lee, Victor E.; Jin, Ruoming (2018)

Fast algorithms to evaluate collaborative filtering recommender systems. - Zhang, Feng; Gong, Ti; Lee, Victor E.; Zhao, Gansen; Rong, Chunming; Qu, Guangzhi (Knowl. Based Syst., 2016)

Simple is Beautiful: An Online Collaborative Filtering Recommendation Solution with Higher Accuracy. - Zhang, Feng; Gong, Ti; Lee, Victor E.; Zhao, Gansen; Qu, Guangzhi (2015)

Fast and Accurate Computation of Role Similarity via Vertex Centrality. - Li, Longjie; Qian, Lvjian; Lee, Victor E.; Leng, Mingwei; Chen, Mei; Chen, Xiaoyun (2015)

Scalable and axiomatic ranking of network role similarity. - Jin, Ruoming; Lee, Victor E.; Li, Longjie (ACM Trans. Knowl. Discov. Data, 2014)

k-CoRating: Filling Up Data to Obtain Privacy and Utility. - Zhang, Feng; Lee, Victor E.; Jin, Ruoming (2014)

Decision Trees: Theory and Algorithms. - Lee, Victor E.; Liu, Lin; Jin, Ruoming (2014)

Frequent Pattern Mining in Data Streams. - Lee, Victor E.; Jin, Ruoming; Agrawal, Gagan (2014)

A highway-centric labeling approach for answering distance queries on large sparse graphs. - Jin, Ruoming; Ruan, Ning; Xiang, Yang; Lee, Victor E. (2012)

Axiomatic ranking of network role similarity. - Jin, Ruoming; Lee, Victor E.; Hong, Hui (2011)

Axiomatic Ranking of Network Role Similarity - Jin, Ruoming; Lee, Victor E.; Hong, Hui (CoRR, 2011)

A Survey of Algorithms for Dense Subgraph Discovery. - Lee, Victor E.; Ruan, Ning; Jin, Ruoming; Aggarwal, Charu C. (2010)

A Sparsification Approach for Temporal Graphical Model Decomposition. - Ruan, Ning; Jin, Ruoming; Lee, Victor E.; Huang, Kun (2009)

Migration motif: a spatial - temporal pattern mining approach for financial markets. - Du, Xiaoxi; Jin, Ruoming; Ding, Liang; Lee, Victor E.; Thornton, John H., Jr. (2009)