PROGRAM
Days: Wednesday, May 29th Thursday, May 30th Friday, May 31st
Wednesday, May 29th
View this program: with abstractssession overviewtalk overview
11:15-12:45 Session 1A: Brain (human)
11:15 | Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers (abstract) |
11:30 | Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease (abstract) |
11:45 | Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome (abstract) |
12:00 | Multidimensional framework based on functional connectivity traits for task independent individual fingerprinting (abstract) |
12:15 | Task specificity is shaped by a diversity of functional network kernel: Implications for neurological movement disorders (abstract) |
12:30 | Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties (abstract) |
11:15-12:45 Session 1B: Epidemics (models)
11:15 | Epidemic containment driven by link importance (abstract) |
11:30 | Modelling Disease Spillover Using Multipartite Networks (abstract) |
11:45 | Disease spreading on directed multilayer networks (abstract) |
12:00 | Realistic modeling of disease spreading in multiplex networks (abstract) |
12:15 | Impact of the distribution of recovery rates on disease spreading in complex networks (abstract) |
12:30 | How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks (abstract) |
11:15-12:45 Session 1C: Theory (percolation)
11:15 | Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks (abstract) |
11:30 | Preferential Abandonment induces Structural Collapse in Robust Networks: Evidence from Scientific Fields and Technology Products (abstract) |
11:45 | Tree distribution approximation for finite networks (abstract) |
12:00 | $K$-selective percolation: Modeling enzymatic degradation of network polymers (abstract) |
12:15 | Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks (abstract) |
12:30 | Switch between critical percolation modes in city traffic dynamics (abstract) |
11:15-12:45 Session 1D: Social systems (social 1)
11:15 | The Networked Disclosure Landscape of #MeToo (abstract) |
11:30 | Predicting Offline Political Support with Online Social Behavior (abstract) |
11:45 | Quantifying the Future Lethality of Terror Organizations (abstract) |
12:00 | The Functional Structures of U.S. State Governments (abstract) |
12:15 | Homophily explains perception biases in social networks (abstract) |
12:30 | The directionality of social ties in the friendship paradox (abstract) |
11:15-12:45 Session 1E: Structure (machine learning)
11:15 | Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity (abstract) |
11:30 | GLEE: Geometric Laplacian Eigenmap Embedding (abstract) |
11:45 | Anomaly detection in temporal networks (abstract) |
12:00 | Near Optimal Link Prediction in Complex Networks (abstract) |
12:15 | Bayesian Inference of Network Structure from Information Cascades (abstract) |
12:30 | Link prediction with hyperbolic geometry (abstract) |
14:30-16:00 Session 2A: Bio (applied)
14:30 | Highly connected, non-redundant micro-RNAs in breast cancer molecular subtypes transcriptional networks: from network topology to functional control (abstract) |
14:45 | "Biocircuits": Emergent complexity in motifs of electrically coupled excitable and passive cells. (abstract) |
15:00 | Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics (abstract) |
15:15 | Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation (abstract) |
15:30 | Control-robust trap spaces with applications to biomolecular networks (abstract) |
15:45 | Loss of gene-to-gene coordination is a universal attribute of aging (abstract) |
14:30-16:00 Session 2B: Spreading (theory)
14:30 | Correlations between stochastic epidemics in networks of interacting subpopulations (abstract) |
14:45 | Mesoscopic localization of spreading processes on networks (abstract) |
15:00 | Simplicial models of social contagion (abstract) |
15:15 | Temporal network embedding for the estimation of spreading process outcome (abstract) |
15:30 | Dynamics of Nonlinear Random Walks on Complex Networks (abstract) |
15:45 | Reentrant phase transitions in complex contagion on multiplex networks (abstract) |
14:30-16:00 Session 2C: Theory (dynamics)
14:30 | Dynamic interdependence and competition in multilayer networks (abstract) |
14:45 | Topological Characterization of Meta-stable States in Weakly Non-linear Diffusion Processes on Networks (abstract) |
15:00 | Dynamically Decoupled Synchronization in Rings of Anharmonic Oscillators (abstract) |
15:15 | Stochastic dynamics of non-normal networks (abstract) |
15:30 | Majority-vote dynamics on multiplex networks (abstract) |
15:45 | Universal properties in urban flow network (abstract) |
14:30-16:00 Session 2D: Social systems (social 2)
14:30 | Social Fragmentation at Multiple Scales (abstract) |
14:45 | The structure of U.S. college networks on Facebook (abstract) |
15:00 | The Higher Education Space: Connecting Degree Programs from Individuals' Choices (abstract) |
15:15 | The hidden constraints on worker mobility: how workplace skills determine a worker’s next move (abstract) |
15:30 | Multiplex urban fingerprints for bicycle network planning (abstract) |
15:45 | Urban Spatial Order: Street Network Orientation, Configuration, and Entropy (abstract) |
14:30-16:00 Session 2E: Structure (communities)
14:30 | Disentangling group and link persistence in dynamic stochastic block models (abstract) |
14:45 | Latent geometry inspired graph dissimilarities can boost community detection in complex networks (abstract) |
15:00 | Community detection in networks with unobserved edges (abstract) |
15:15 | Making Communities Show Respect for Order (abstract) |
15:30 | Characterizing the analogy between hyperbolic embedding and community structure of complex networks (abstract) |
15:45 | Asymptotic Distribution of Modularity in Networks (abstract) |
Thursday, May 30th
View this program: with abstractssession overviewtalk overview
11:15-12:45 Session 3A: Econ (money)
11:15 | How production networks amplify economic growth (abstract) |
11:30 | Detecting Bot Activity in the Ethereum Blockchain Network (abstract) |
11:45 | Structural changes in an interbank market across the financial crisis: A multiple core-periphery analysis (abstract) |
12:00 | Source-destination betweenness determines bargaining power and costs of trading in networks. (abstract) |
12:15 | Network Analysis of US State GDP Fluctuations: Great Recession and Recovery (abstract) |
12:30 | Follow the money: making sense of financial transaction networks (abstract) |
11:15-12:45 Session 3B: Epidemics (data)
11:15 | Reconstructing geographic transmission pathways of ZIKV epidemic in the Americas (abstract) |
11:30 | Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks (abstract) |
11:45 | Human mobility shapes the HIV epidemic in Namibia (abstract) |
12:00 | Multi-level physician networks provide novel descriptors of cardiologists related to patient outcomes (abstract) |
12:15 | Inferring high-resolution disease-specific human mixing patterns (abstract) |
12:30 | Seed node similarity and the diffusion of deworming treatments in Uganda (abstract) |
11:15-12:45 Session 3C: Theory (math/theory 2)
11:15 | Koopman operator and its approximations for networks with symmetries (abstract) |
11:30 | The statistical physics of real-world networks (abstract) |
11:45 | Analytical Formulation of the Block-Constrained Configuration Model (abstract) |
12:00 | The Longest Path in Price Model (abstract) |
12:15 | Hidden complexity in signed networks (abstract) |
12:30 | Mean-field theory of graph neural networks in graph partitioning (abstract) |
11:15-12:45 Session 3D: Success 1
11:15 | Quantifying gender disparity in faculty flows across a hiring and promotion network (abstract) |
11:30 | The Midas Touch: Quantifying the Impact of Awards on Scientific Developments (abstract) |
11:45 | Productivity, prominence, and the effects of academic environment (abstract) |
12:00 | Quantifying and modeling gender bias in scientific careers (abstract) |
12:15 | Universal links between Mentor’s Tacit Knowledge Transfer and Protégés’ Propensity for leading Scientific Thinking (abstract) |
12:30 | Gender composition and communication pattern predict women's leadership success (abstract) |
11:15-12:45 Session 3E: Structure (misc)
11:15 | Detecting Self-Propagating Attacks in Cyber Networks (abstract) |
11:30 | Model selection for coupled growth of multi-layer networks (abstract) |
11:45 | Finding Over- and Under-represented Pathways in Higher Order Networks (abstract) |
12:00 | Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks (abstract) |
12:15 | Anomaly detection in complex networks as an indicator of model over-simplification (abstract) |
12:30 | A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem (abstract) |
Friday, May 31st
View this program: with abstractssession overviewtalk overview
11:15-12:45 Session 4A: Bio (theory)
11:15 | Integration of probabilistic control theory with metabolic flux analysis (abstract) |
11:30 | The cell cycle as an interaction of stable and oscillating motifs (abstract) |
11:45 | The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation (abstract) |
12:00 | Oscillating nodes can drive a Boolean network into an attractor (abstract) |
12:15 | Target controllability in genetic networks of macrophage activation (abstract) |
12:30 | The clock of chemical evolution (abstract) |
11:15-12:45 Session 4B: Spreading (social)
11:15 | Rumor Spreading in Structured Populations (abstract) |
11:30 | Beyond exposure: the complex pattern of social influence (abstract) |
11:45 | Collective Information Processing in Human Rumor Spreading Networks (abstract) |
12:00 | Linear locally Bayes-optimal confidence-weighting can explain information cascades in group decision-making (abstract) |
12:15 | Spreading and influence of fake and traditional fact-based news in Twitter (abstract) |
12:30 | How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality (abstract) |
11:15-12:45 Session 4C: Theory (inference/models, theory 1
11:15 | Specialization in Networks: Interplay of Growth and Dynamics (abstract) |
11:30 | Learning dynamical processes on complex networks from time series (abstract) |
11:45 | Emergence of Scaling in Complex Substitutive Systems (abstract) |
12:00 | A Heuristic Approach for Determining Driver Nodes in Complex Networks (abstract) |
12:15 | Inference and Model Selection for Mechanistic Network Models (abstract) |
12:30 | Choosing to grow a graph: Modeling network formation as discrete choice (abstract) |
11:15-12:45 Session 4D: Success 2
11:15 | The disciplinary structure of nation’s scientific production (abstract) |
11:30 | Scientific Prize Network Predicts Who Pushes the Boundaries of Science (abstract) |
11:45 | Taking census of physics (abstract) |
12:00 | Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works (abstract) |
12:15 | On learning from repeated failures (abstract) |
12:30 | Quantifying the past and present of artificial intelligence research (abstract) |
11:15-12:45 Session 4E: Structure (data)
11:15 | Mischaracterization of Core-Periphery Structure in Complex Networks (abstract) |
11:30 | A nonasymptotic measure for characterizing heavy-tailed networks (abstract) |
11:45 | Network Statistics Extrapolation for Approximate Bayesian Computation (abstract) |
12:00 | Mapping undersampled networks (abstract) |
12:15 | Sampling Networks by Nodal Attributes (abstract) |
12:30 | Scale-free Networks Well Done (abstract) |
14:30-16:00 Session 5A: Econ (social)
14:30 | Machine intelligence for network science? (abstract) |
14:45 | Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications (abstract) |
15:00 | Network signatures to predict job change: Evidence from a large business social network (abstract) |
15:15 | An agent-based framework of water governance in the Lake Champlain Basin: interactions between policy alternatives and network structure (abstract) |
15:30 | Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy (abstract) |
15:45 | ScamCoins, S*** Posters, and the Search for the Next Bitcoin TM : Collective Sensemaking in Cryptocurrency Discussions (abstract) |
14:30-16:00 Session 5B: Ecology
14:30 | Stability and Sustainability of Resource Consumption Networks (abstract) |
14:45 | Generic Mechanism for the Evolution of Mutualistic Networks (abstract) |
15:00 | Non-normal hierarchical organization drives cooperation and survivability in ecosystems (abstract) |
15:15 | Social Interactions of Single- and Mixed-Species of Freshwater Fish: A Clustering Analysis (abstract) |
15:30 | Resistance and Robustness of the Global Coral-Symbiont Network (abstract) |
15:45 | Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly (abstract) |
14:30-16:00 Session 5C: Brain (model)
14:30 | Assessing the foundations of connectome organization across species and scales (abstract) |
14:45 | Predicting synchronization regimes with dimension reduction on modular graphs (abstract) |
15:00 | Investigating cognitive ability using action-based models of structural brain networks (abstract) |
15:15 | Homological connectivity dynamics (abstract) |
15:30 | High-resolution data-driven model of the mouse connectome (abstract) |
14:30-16:00 Session 5D: Social systems (social 3)
14:30 | Measuring the Impact of Bot Accounts on Political Network Polarization (abstract) |
14:45 | Quantifying Data Bias in the U.S. Justice System with Affinity Networks (abstract) |
15:00 | Exploring and estimating causal attribution networks (abstract) |
15:15 | Cumulative effects of triadic closure and homophily in social networks (abstract) |
15:30 | Local Majority: A Limited-Concern Strategy for Networked Social Learning (abstract) |
15:45 | Social Success of Perfumes (abstract) |
14:30-16:00 Session 5E: Structure (theory)
14:30 | Recoverability of network dynamics (abstract) |
14:45 | Compression of treelike complex networks using layered configuration models (abstract) |
15:00 | Spectra of random networks in the weak clustering regime (abstract) |
15:15 | Natural emergence of a core structure in networks via clique percolation (abstract) |
15:30 | Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities (abstract) |
15:45 | Graph Comparison via the Non-backtracking Spectrum (abstract) |