Donghyun Lee
17 papers · 2019–2025 · 11 venues · across top CS/AI venues
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(1)
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Speech & Audio
(1)
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randomized algorithm
(2)
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(2)
neural network optimization
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neural network pruning
(1)
neuromorphic computing
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density estimation
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catastrophic forgetting
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temporal reasoning
(1)
sample complexity
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point cloud
(1)
video understanding
(1)
transformer
(1)
speaker verification
(1)
efficient computing
(1)
speaker embedding
(1)
self-supervised learning
(1)
model interpretability
(1)
model pruning
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continual learning
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Papers
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs
CVPR 2025
Conditional Graph Diffusion with Topological Constraints for Brain Network Generation
MICCAI 2025
Do Your Best and Get Enough Rest for Continual Learning
CVPR 2025
FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency
ACL 2025
FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction
ICCV 2025
GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration
ICML 2025
MindLink: Subject-agnostic Cross-Subject Brain Decoding Framework
MICCAI 2025
Spiking Transformer with Spatial-Temporal Attention
CVPR 2025
Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
ICLR 2024
Faster Maximum Inner Product Search in High Dimensions
ICML 2024
Frugal 3D Point Cloud Model Training via Progressive Near Point Filtering and Fused Aggregation
ECCV 2024
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data
ECCV 2024
BanditPAM++: Faster k-medoids Clustering
NeurIPS 2023
Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud
AAAI 2023
Quantifying Information of Tokens for Simple and Flexible Simultaneous Machine Translation
CoNLL 2023
Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene
Interspeech 2021
Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System
Interspeech 2019