| 2012 | ICDE | Multidimensional Analysis of Atypical Events in Cyber-Physical Data. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith |
| 2012 | SIGMETRICS | ADP: automated diagnosis of performance pathologies using hardware events. | Wucherl Yoo, Kevin Larson, Lee Baugh, Sangkyum Kim, Roy H. Campbell |
| 2011 | SIGIR | Authorship classification: a discriminative syntactic tree mining approach. | Sangkyum Kim, Hyungsul Kim, Tim Weninger, Jiawei Han, Hyun Duk Kim |
| 2011 | USENIX | Polygraph: System for Dynamic Reduction of False Alerts in Large-Scale IT Service Delivery Environments. | Sangkyum Kim, Winnie Cheng, Shang Guo, Laura Z. Luan, Daniela Rosu, Abhijit Bose |
| 2010 | ICDM | Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng |
| 2009 | SDM | GAD: General Activity Detection for Fast Clustering on Large Data. | Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin |
| 2009 | SSDBM | MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions. | Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, Klara Nahrstedt |
| 2008 | SDM | SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering. | Sangkyum Kim, Xin Jin, Jiawei Han |
| 2007 | SDM | ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets. | Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez |
| 2006 | ISI | Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects. | Xiaolei Li, Jiawei Han, Sangkyum Kim |