Link-Based Clustering -- Machine Learning Approaches to Link-Based Clustering -- Scalable Link-Based Similarity Computation and Clustering -- Community Evolution and Change Point Detection in Time-Evolving Graphs -- Graph Mining and Community Analysis -- A Survey of Link Mining Tasks for Analyzing Noisy and Incomplete Networks -- Markov Logic: A Language and Algorithms for Link Mining -- Understanding Group Structures and Properties in Social Media -- Time Sensitive Ranking with Application to Publication Search -- Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions -- Discriminative Frequent Pattern-Based Graph Classification -- Link Analysis for Data Cleaning and Information Integration -- Information Integration for Graph Databases -- Veracity Analysis and Object Distinction -- Social Network Analysis -- Dynamic Community Identification -- Structure and Evolution of Online Social Networks -- Toward Identity Anonymization in Social Networks -- Summarization and OLAP of Information Networks -- Interactive Graph Summarization -- InfoNetOLAP: OLAP and Mining of Information Networks -- Integrating Clustering with Ranking in Heterogeneous Information Networks Analysis -- Mining Large Information Networks by Graph Summarization -- Analysis of Biological Information Networks -- Finding High-Order Correlations in High-Dimensional Biological Data -- Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks -- Gene Reachability Using Page Ranking on Gene Co-expression Networks.