Yulia Gel
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π Grand Slam
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Trend Setter
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
Venues
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Research topics
Deep Learning
(7)
Machine Learning
(7)
Architectures
(6)
Data Science & Analytics
(3)
Application Areas
(3)
Core Methods
(3)
Methods
(3)
Computer Science
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Keywords
topological data analysis
(6)
persistent homology
(5)
graph neural network
(5)
time series forecasting
(2)
graph representation learning
(1)
graph generation
(1)
graph diffusion
(1)
fraud detection
(1)
adversarial defense
(1)
variational autoencoder
(1)
dynamic graph
(1)
spatio-temporal learning
(1)
node classification
(1)
drug discovery
(1)
molecular generation
(1)
virtual screening
(1)
graph algorithm
(1)
topological feature
(1)
higher-order interaction
(1)
traffic flow prediction
(1)
Papers
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
ICML 2025
Topological Zigzag Spaghetti for Diffusion-based Generation and Prediction on Graphs
ICLR 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning
AAAI 2025
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
NeurIPS 2022
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NeurIPS 2022
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
ICLR 2022
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
NeurIPS 2022
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
NeurIPS 2022
Topological Relational Learning on Graphs
NeurIPS 2021