Zongbo Han
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π€ Dynamic Duo (11)
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Venues
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Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(7)
Core Methods
(7)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Application Areas
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Techniques
(2)
Architectures
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
uncertainty estimation
(5)
out-of-distribution detection
(3)
domain adaptation
(2)
representation learning
(2)
uncertainty quantification
(2)
multi-view learning
(2)
multimodal fusion
(2)
dempster-shafer theory
(2)
multi-view classification
(2)
mixup training
(2)
class imbalance
(1)
subpopulation shift
(1)
prompt learning
(1)
binary classification
(1)
few-shot learning
(1)
test-time adaptation
(1)
model architecture
(1)
domain generalization
(1)
multimodal classification
(1)
latent representation
(1)
Papers
MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains
AAAI 2026
Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data
ICML 2025
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
CVPR 2024
Out-Of-Distribution Detection with Diversification (Provably)
NeurIPS 2024
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification
CVPR 2023
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification
CVPR 2022
Trustworthy Long-Tailed Classification
CVPR 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
NeurIPS 2022
Trusted Multi-View Classification
ICLR 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
NeurIPS 2021
Uncertainty-Aware Multi-View Representation Learning
AAAI 2021
CPM-Nets: Cross Partial Multi-View Networks
NeurIPS 2019