Santiago Segarra
15 papers · 2014–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Academic Marathon (11)
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Academic Marathon
(11)
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Cross-Pollinator
(9)
π
Renaissance Researcher
(8)
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Keyword Champion
(2)
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Trend Setter
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(64)
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Century Club
(15)
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Prolific Year
(6)
Conferences
NSDI (4)
AISTATS (3)
ICLR (2)
ICML (2)
JMLR (2)
NIPS (2)
Top co-authors
Keywords
network analysis
(2)
traffic engineering
(2)
graph algorithm
(2)
network security
(2)
gaussian graphical model
(2)
graph neural network
(2)
trajectory prediction
(1)
graph theory
(1)
anomaly detection
(1)
permutation equivariance
(1)
algebraic topology
(1)
graph representation
(1)
posterior distribution
(1)
structure learning
(1)
resource allocation
(1)
geometric deep learning
(1)
graph inference
(1)
precision matrix
(1)
network structure
(1)
nearest neighbor search
(1)
Papers
Repulsive Latent Score Distillation for Solving Inverse Problems
ICLR 2025
Securing Public Cloud Networks with Efficient Role-based Micro-Segmentation
NSDI 2025
Scalable Implicit Graphon Learning
AISTATS 2025
An Impossibility Theorem for Node Embedding
AISTATS 2024
NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security
NSDI 2024
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
NIPS 2024
Solving Max-Min Fair Resource Allocations Quickly on Large Graphs
NSDI 2024
Finding Adversarial Inputs for Heuristics using Multi-level Optimization
NSDI 2024
Estimation of partially known Gaussian graphical models with score-based structural priors
AISTATS 2024
Limits of Dense Simplicial Complexes
JMLR 2023
Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems
ICLR 2023
Graph Reordering for Cache-Efficient Near Neighbor Search
NIPS 2022
Joint Inference of Multiple Graphs from Matrix Polynomials
JMLR 2022
Principled Simplicial Neural Networks for Trajectory Prediction
ICML 2021
Hierarchical Quasi-Clustering Methods for Asymmetric Networks
ICML 2014