Junhyun Lee
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(54)
Venues
Top co-authors
Research topics
Deep Learning
(8)
Artificial Intelligence
(4)
Machine Learning
(4)
Architectures
(4)
Core AI
(4)
Core Methods
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Analysis
(2)
Application Areas
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Research
(2)
Techniques
(2)
Keywords
object detection
(2)
human-object interaction detection
(2)
graph classification
(2)
sequence generation
(1)
action recognition
(1)
variational inference
(1)
link prediction
(1)
single-cell analysis
(1)
text generation
(1)
multimodal learning
(1)
human-object interaction
(1)
set prediction
(1)
artifact removal
(1)
generative model
(1)
language model
(1)
variational autoencoder
(1)
reinforcement learning
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
causal inference
(1)
Papers
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement
AAAI 2025
Hansel: Output Length Controlling Framework for Large Language Models
AAAI 2025
zFLoRA: Zero-Latency Fused Low-Rank Adapters
EMNLP 2025
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
NeurIPS 2024
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
CVPR 2022
HOTR: End-to-End Human-Object Interaction Detection With Transformers
CVPR 2021
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction
NeurIPS 2021
Self-Attention Graph Pooling
ICML 2019