Xiuwen Gong
13 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze ποΈ Keyword Collector (74)
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(13)
Core Methods
(10)
Learning Types
(10)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Architectures
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Applications
(2)
Core AI
(2)
Optimization & Theory
(2)
Processing
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Keywords
partial label learning
(3)
multi-label classification
(2)
contrastive learning
(2)
label disambiguation
(2)
prediction set
(2)
conformal prediction
(2)
partial multi-label learning
(2)
ground-truth label
(2)
vision transformer
(1)
uncertainty quantification
(1)
metric learning
(1)
embedding learning
(1)
fairness
(1)
dimensionality reduction
(1)
large margin
(1)
expected risk
(1)
image retrieval
(1)
label smoothing
(1)
image reconstruction
(1)
self-attention mechanism
(1)
Papers
Conformal Prediction for Partial Label Learning
AAAI 2025
CUGF: A Reliable and Fair Recommendation Framework
AAAI 2025
ENSUR: Equitable and Statistically Unbiased Recommendation
ICML 2025
Contrastive Learning Drug Response Models from Natural Language Supervision
IJCAI 2024
Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval
IJCAI 2024
Does Label Smoothing Help Deep Partial Label Learning?
ICML 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging
AAAI 2024
Unsupervised Deep Graph Structure and Embedding Learning
IJCAI 2024
Partial Label Learning via Label Influence Function
ICML 2022
Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings
AAAI 2022
Fast Multi-label Learning
IJCAI 2021
Understanding Partial Multi-Label Learning via Mutual Information
NeurIPS 2021
Online Metric Learning for Multi-Label Classification
AAAI 2020