Hansong Zhang
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (2)
NIPS (1)
Top co-authors
Research topics
Keywords
distribution matching
(2)
bi-level optimization
(2)
dataset condensation
(2)
synthetic datum
(2)
knowledge transfer
(1)
knowledge distillation
(1)
multi-label classification
(1)
class-incremental learning
(1)
deep learning
(1)
feature representation
(1)
label noise
(1)
maximum mean discrepancy
(1)
annotator modeling
(1)
classifier design
(1)
confusion matrix
(1)
dataset distillation
(1)
pseudo label
(1)
distribution alignment
(1)
label correlation
(1)
synthetic dataset
(1)
Papers
CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning
IJCAI 2025
M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy
AAAI 2024
Coupled Confusion Correction: Learning from Crowds with Sparse Annotations
AAAI 2024
DANCE: Dual-View Distribution Alignment for Dataset Condensation
IJCAI 2024
Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
NIPS 2022