Donghun Lee
11 papers · 2019–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(74)
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Deep Learning
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(6)
Architectures
(3)
Models
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Keywords
one-shot learning
(1)
causal inference
(1)
active learning
(1)
deep reinforcement learning
(1)
representation learning
(1)
zero-shot learning
(1)
off-policy evaluation
(1)
offline reinforcement learning
(1)
image generation
(1)
computer vision
(1)
bayesian inference
(1)
neuromorphic computing
(1)
latent dirichlet allocation
(1)
uncertainty quantification
(1)
question answering
(1)
named entity recognition
(1)
text generation
(1)
human pose estimation
(1)
natural language understanding
(1)
model compression
(1)
Papers
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments
AAAI 2025
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
ICML 2025
Evaluating Extrapolation Ability of Large Language Model in Chemical Domain
ACL 2024
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts
EMNLP 2024
SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model
EACL 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
NeurIPS 2024
Virtual Try-On: Real-Time Interactive Hybrid Network with High-Fidelity
AAAI 2024
P5: Plug-and-Play Persona Prompting for Personalized Response Selection
EMNLP 2023
Noun-MWP: Math Word Problems Meet Noun Answers
COLING 2022
Generative Scene Graph Networks
ICLR 2021
Truly Batch Apprenticeship Learning with Deep Successor Features
IJCAI 2019