Sunwoo Lee
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
AAAI (3)
ICLR (3)
EMNLP (2)
ACL (1)
ICML (1)
Top co-authors
Keywords
large language model
(2)
benchmark evaluation
(2)
domain adaptation
(1)
question answering
(1)
response generation
(1)
model aggregation
(1)
partial observability
(1)
communication efficiency
(1)
parameter-efficient fine-tuning
(1)
tool use
(1)
exploration strategy
(1)
cooperative multi-agent
(1)
retrieval-augmented generation
(1)
reasoning capability
(1)
agent system
(1)
dialogue system
(1)
customer service
(1)
llm agent
(1)
open-domain dialogue
(1)
sparse fine-tuning
(1)
Papers
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation
AAAI 2026
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
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning
ICLR 2025
TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models
EMNLP 2024
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning
AAAI 2024
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
ICLR 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