Chanwoo Park
15 papers · 2020–2025 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (40) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(7)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Mathematics & Optimization
(4)
Reinforcement Learning
(4)
Methods
(4)
Optimization
(4)
Optimization & Theory
(4)
Computer Vision
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Application Areas
(2)
Keywords
multi-agent system
(4)
large language model
(4)
convex optimization
(2)
under-display camera
(2)
reinforcement learning
(2)
image restoration
(2)
gradient norm
(2)
clinical reasoning
(2)
image degradation
(2)
accelerated gradient method
(2)
first-order optimization
(2)
chain-of-thought reasoning
(1)
domain adaptation
(1)
convergence analysis
(1)
data augmentation
(1)
preference learning
(1)
robot navigation
(1)
risk management
(1)
decision making
(1)
ai safety
(1)
Papers
A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety
ICLR 2025
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum
EMNLP 2025
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
ICLR 2025
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning
ACL 2025
Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models
Interspeech 2025
UDC-VIT: A Real-World Video Dataset for Under-Display Cameras
ICCV 2025
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
NeurIPS 2024
Optimal First-Order Algorithms as a Function of Inequalities
JMLR 2024
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences
CVPR 2024
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions
NeurIPS 2023
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
NeurIPS 2023
UDC-SIT: A Real-World Dataset for Under-Display Cameras
NeurIPS 2023
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
NeurIPS 2022
A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast
NeurIPS 2021
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation
AAAI 2020