Nan Chen
12 papers · 2022–2025 · 9 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge Β· Bronze π Trend Setter π Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
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Core AI
(4)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Data Science & Analytics
(2)
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(2)
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Learning Paradigms
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Learning Types Β· Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Keywords
speech translation
(3)
generative model
(2)
image generation
(2)
representation learning
(1)
benchmark evaluation
(1)
data augmentation
(1)
catastrophic forgetting
(1)
transfer learning
(1)
feature extraction
(1)
graph anomaly detection
(1)
video generation
(1)
knowledge distillation
(1)
multimodal learning
(1)
cross-lingual transfer
(1)
multilingual translation
(1)
network architecture
(1)
neural architecture search
(1)
animation synthesis
(1)
prompt learning
(1)
contrastive learning
(1)
Papers
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization
AAAI 2025
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
CVPR 2025
Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba
MICCAI 2025
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
ICCV 2025
PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer
ACL 2025
Benchmarking Data Science Agents
ACL 2024
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
ICLR 2024
Hyperbolic Representations for Prompt Learning
COLING 2024
Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks
Interspeech 2024
Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation
Interspeech 2024
Sign Value Constraint Decomposition for Efficient 1-Bit Quantization of Speech Translation Tasks
Interspeech 2024
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
NSDI 2022