Houcheng Su
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Analysis
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Keywords
semi-supervised learning
(1)
domain generalization
(1)
embedding space
(1)
data augmentation
(1)
batch normalization
(1)
source-free domain adaptation
(1)
adversarial training
(1)
medical image segmentation
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
graph-based clustering
(1)
local image features
(1)
sequential recommendation
(1)
long-tailed distribution
(1)
domain adversarial training
(1)
sparse data
(1)
universal domain adaptation
(1)
neural network
(1)
adversarial generation
(1)
robust augmentation
(1)
Papers
GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding
ACL 2026
ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation
IJCAI 2025
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
ICML 2025
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization
AAAI 2024
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation
AAAI 2024