Fengchun Qiao
7 papers · 2020–2025 · 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
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
❓
The Questioner
Venues
Top co-authors
Research topics
Keywords
out-of-distribution generalization
(5)
domain generalization
(3)
distributionally robust optimization
(2)
robust optimization
(1)
bayesian learning
(1)
ensemble learning
(1)
self-supervised learning
(1)
uncertainty quantification
(1)
uncertainty estimation
(1)
adversarial training
(1)
uncertainty set
(1)
distribution shift
(1)
distributionally robust
(1)
bayesian inference
(1)
feature learning
(1)
risk bound
(1)
vision-language model
(1)
model generalization
(1)
image segmentation
(1)
combinatorial optimization
(1)
Papers
Structure-informed Risk Minimization for Robust Ensemble Learning
ICML 2025
Ensemble Pruning for Out-of-distribution Generalization
ICML 2024
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
NeurIPS 2024
Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
CVPR 2023
Topology-aware Robust Optimization for Out-of-Distribution Generalization
ICLR 2023
Uncertainty-Guided Model Generalization to Unseen Domains
CVPR 2021
Learning to Learn Single Domain Generalization
CVPR 2020