Binghui Xie
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Conference Polyglot (5)
π
Grand Slam
β
The Questioner
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
out-of-distribution generalization
(3)
domain generalization
(3)
causal inference
(2)
graph neural network
(2)
invariant learning
(2)
causal model
(2)
computational efficiency
(1)
hierarchical representation
(1)
mutual information
(1)
feature invariance
(1)
projected gradient descent
(1)
subset selection
(1)
adversarial attack
(1)
latent representation
(1)
spurious correlation
(1)
adversarial example
(1)
non-stationary learning
(1)
permutation invariance
(1)
federated domain generalization
(1)
decision insight matrix
(1)
Papers
Federated Domain Generalization with Decision Insight Matrix
IJCAI 2025
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
ICLR 2024
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
NIPS 2024
Enhancing Evolving Domain Generalization through Dynamic Latent Representations
AAAI 2024
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
ICLR 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
NIPS 2023
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack
ICML 2022
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
NIPS 2022