Han Chen
7 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Learning Paradigms
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
data augmentation
(2)
non-convex optimization
(1)
curriculum learning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
text generation
(1)
text summarization
(1)
deepfake detection
(1)
instruction following
(1)
model aggregation
(1)
graph representation
(1)
community detection
(1)
high-dimensional regression
(1)
projected gradient descent
(1)
dynamic policy
(1)
low-rank tensor
(1)
generalization
(1)
asynchronous training
(1)
node classification
(1)
heterogeneous data
(1)
Papers
Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions
CVPR 2025
RuleR: Improving LLM Controllability by Rule-based Data Recycling
NAACL 2025
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection
ECCV 2024
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
ICLR 2024
Improving Copy-oriented Text Generation via EDU Copy Mechanism
COLING 2024
CSGCL: Community-Strength-Enhanced Graph Contrastive Learning
IJCAI 2023
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
JMLR 2019