Hongwei Jin
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
Conferences
NIPS (2)
IJCAI (1)
UAI (1)
Top co-authors
Research topics
Keywords
graph neural network
(2)
graph classification
(2)
adversarial robustness
(1)
graph matching
(1)
optimal transport
(1)
graph representation learning
(1)
privacy-preserving learning
(1)
conditional gradient
(1)
robustness certification
(1)
quadratic assignment problem
(1)
graph convolution network
(1)
gromov-wasserstein distance
(1)
local differential privacy
(1)
graph convolutional network
(1)
gromov-wasserstein discrepancy
(1)
federated learning
(1)
topological attack
(1)
certified robustness
(1)
Papers
Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats
NIPS 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
IJCAI 2022
Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound
UAI 2022
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks
NIPS 2020