Part I: Network Models -- Modularity of the ABCD Random Graph Model with Community Structure -- Learning Attribute Distributions Through Random Walks -- A More Powerful Heuristic for Balancing An Unbalanced Graph -- DC-RST: A Parallel Algorithm for Random Spanning Trees in Network Analytics -- A stochastic approach for extracting community-based backbones -- Correcting Output Distributions in Chung-Lu Random Graph Generation -- After We Fight I Like You More: A Controlled Adaptive Network Model for the Effects of Interpersonal Synchrony Transitions on Affiliation -- Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization -- The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries -- A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering -- The distance backbone of directed networks -- Part II: Community Structure -- Structure of Core-Periphery Communities -- Outliers in the ABCD RandomGraph Model with Community Structure (ABCD+o) -- Influence-based Community Deception -- AutoGF: Runtime Graph Filter Tuning for Community Node Ranking -- Dynamic Local Community Detection with Anchors -- Community Detection Supported by Node Embeddings (Searching For a Suitable Method) -- Modeling Node Exposure for Community Detection in Networks -- Community Detection for Temporal Weighted Bipartite Networks -- Robustness and sensitivity of network-based topic detection -- Community Detection using Moore-Shannon Network Reliability: Application to Food Networks -- Part III: Structural Network Measures -- Winner does not take all: contrasting centrality in adversarial networks -- Reconstructing degree distribution and triangle counts from edge-sampled graphs -- Generalizing Homophily to Simplicial Complexes -- Statistical network similarity -- Intersection of random spanning trees in small-world networks -- Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks -- Mean Hitting Time of Q-subdivision Complex Networks -- Delta density: comparison of different sized networks irrespective of their size -- Part IV: Resilence and Robustness of Networks -- Robustness of Network Controllability with respect to Node Removals -- Optimal network robustness in continuously changing degree distributions -- Investments in Robustness of Complex Systems: Algorithm Design -- Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study -- Analysis on the effects of graph perturbations on centrality metrics -- Robustness of Preferential-Attachment Graphs: Shifting the Baseline -- The vertex-edge separator transformation problem in network dismantling -- Part V: Network Analysis -- Gig economy and social network analysis: topology of inferred network -- Understanding sectoral integration in energy systems through complex network analysis -- An analysis of Bitcoin dust through authenticated queries -- Optimal bond percolation in networks by a fast-decycling framework -- Part VI: Motif Discovery in Complex Networks -- Integrating Temporal Graphs via Dual Networks: Dense -- Graph Discovery -- Exploring and mining attributed sequences of interactions -- Air transport network: A comparison of statistical backbone filtering techniques -- Towards the Concept of Spatial Network Motifs -- Improving the characterization and comparison of football players with spatial flow motifs -- Part VII: Dynamics on/of Networks -- Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games -- Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park -- Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients -- Role of network topology in between-community beta diversity on river networks -- Can you hear the position of nodes? -- Memory Based Temporal Network Prediction -- Drug Trafficking in Relation to Global Shipping Network -- Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park -- Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients -- Role of network topology in between-community beta diversity on river networks -- Can you hear the position of nodes? -- Memory Based Temporal Network Prediction -- Drug Trafficking in Relation to Global Shipping Network.