| 2026 | SIGIR | A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems. | Yiming Zhu, Xu Liu, Ziyun Xu, Zheng Wu, Joena Zhang, Sirius Chen, Chenheli Hua, Silvester Yao, Qichao Que, Wentao Shi, Junfeng Pan, Linhong Zhu |
| 2019 | SDM | Coupled Clustering of Time-Series and Networks. | Yike Liu, Linhong Zhu, Pedro A. Szekely, Aram Galstyan, Danai Koutra |
| 2017 | ICDE | Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks (Extended Abstract). | Linhong Zhu, Dong Guo, Junming Yin, Greg Ver Steeg, Aram Galstyan |
| 2017 | ICDM | Situation Aware Multi-task Learning for Traffic Prediction. | Dingxiong Deng, Cyrus Shahabi, Ugur Demiryurek, Linhong Zhu |
| 2016 | ACL | Modeling Concept Dependencies in a Scientific Corpus. | Jonathan Gordon, Linhong Zhu, Aram Galstyan, Prem Natarajan, Gully Burns |
| 2016 | KDD | Latent Space Model for Road Networks to Predict Time-Varying Traffic. | Dingxiong Deng, Cyrus Shahabi, Ugur Demiryurek, Linhong Zhu, Rose Yu, Yan Liu |
| 2016 | RecSys | Temporal learning and sequence modeling for a job recommender system. | Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan |
| 2014 | SIGMOD | Tripartite graph clustering for dynamic sentiment analysis on social media. | Linhong Zhu, Aram Galstyan, James Cheng, Kristina Lerman |
| 2012 | KDD | Fast algorithms for maximal clique enumeration with limited memory. | James Cheng, Linhong Zhu, Yiping Ke, Shumo Chu |
| 2011 | DASFAA | Classifying Graphs Using Theoretical Metrics: A Study of Feasibility. | Linhong Zhu, Wee Keong Ng, Shuguo Han |
| 2010 | SIGMOD | Finding maximal cliques in massive networks by H*-graph. | James Cheng, Yiping Ke, Ada Wai-Chee Fu, Jeffrey Xu Yu, Linhong Zhu |
| 2009 | DASFAA | A Uniform Framework for Ad-Hoc Indexes to Answer Reachability Queries on Large Graphs. | Linhong Zhu, Byron Choi, Bingsheng He, Jeffrey Xu Yu, Wee Keong Ng |
| 2008 | CIKM | Online spam-blog detection through blog search. | Linhong Zhu, Aixin Sun, Byron Choi |