Yulia Gel
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
NIPS (5)
ICLR (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
topological data analysis
(5)
persistent homology
(4)
graph neural network
(4)
time series forecasting
(1)
fraud detection
(1)
adversarial defense
(1)
variational autoencoder
(1)
spatio-temporal learning
(1)
node classification
(1)
drug discovery
(1)
time-series forecasting
(1)
virtual screening
(1)
graph algorithm
(1)
higher-order interaction
(1)
persistence diagram
(1)
simplicial neural network
(1)
graph dataset
(1)
k-core decomposition
(1)
money laundering detection
(1)
witness complex
(1)
Papers
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning
AAAI 2025
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
ICML 2025
Topological Zigzag Spaghetti for Diffusion-based Generation and Prediction on Graphs
ICLR 2025
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
NIPS 2022
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
ICLR 2022
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
NIPS 2022
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
NIPS 2022
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NIPS 2022
Topological Relational Learning on Graphs
NIPS 2021