Soo-Hyun Choi
8 papers · 2021–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Renaissance Researcher (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
β‘
Prolific Year
(5)
Conferences
AACL (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
table understanding
(2)
multi-agent system
(2)
sql generation
(2)
large language model
(2)
model merging
(1)
deep learning
(1)
graph construction
(1)
message passing
(1)
feature interaction
(1)
semantic similarity
(1)
backdoor attack
(1)
node embedding
(1)
low-rank adaptation
(1)
tabular datum
(1)
model ranking
(1)
sparsity constraint
(1)
structured pruning
(1)
dirichlet energy
(1)
multi-agent framework
(1)
natural language query
(1)
Papers
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
IJCNLP 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
AACL 2025
ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks
ACL 2025
Flexible Group Count Enables Hassle-Free Structured Pruning
CVPR 2025
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
EMNLP 2025
An Information Fusion Approach to Learning with Instance-Dependent Label Noise
ICLR 2022
Table2Graph: Transforming Tabular Data to Unified Weighted Graph
IJCAI 2022
Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
NIPS 2021