Soo-Hyun Choi
7 papers · 2021–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
attention mechanism
(1)
weakly supervised learning
(1)
instruction following
(1)
model merging
(1)
deep learning
(1)
sql generation
(1)
graph construction
(1)
message passing
(1)
label noise
(1)
feature interaction
(1)
semantic similarity
(1)
backdoor attack
(1)
node embedding
(1)
low-rank adaptation
(1)
tabular data
(1)
model ranking
(1)
sparsity constraint
(1)
table understanding
(1)
Papers
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
IJCNLP 2025
Flexible Group Count Enables Hassle-Free Structured Pruning
CVPR 2025
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
EMNLP 2025
ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks
ACL 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
NeurIPS 2021