Sunwoo Lee
11 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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Machine Learning
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Artificial Intelligence
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Core AI
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Natural Language Processing
(3)
Reinforcement Learning
(2)
Generation
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Deep Learning
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Robotics
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Learning Paradigms · Artificial Intelligence
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Learning Paradigms · Machine Learning
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large language model
(3)
multi-agent reinforcement learning
(2)
benchmark evaluation
(2)
parameter-efficient fine-tuning
(2)
domain adaptation
(1)
robustness
(1)
model quantization
(1)
cooperative multi-agent
(1)
model aggregation
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partial observability
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communication efficiency
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adversarial attack
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response generation
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low-rank adaptation
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tool use
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vision-language model
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exploration strategy
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activation memory
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question answering
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federated learning
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Papers
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation
AAAI 2026
ZOO-Prune: Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models
CVPR 2026
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning
ICLR 2025
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications
EMNLP 2025
Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning
ICML 2025
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
ICLR 2024
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning
AAAI 2024
TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models
EMNLP 2024
Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning
AAAI 2023
What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue
ACL 2023
Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization
ICLR 2022