Flood Sung
5 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (15) π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(16)
π
Trend Setter
β
The Questioner
Conferences
ACL (2)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(2)
large language model
(2)
metric learning
(1)
semi-supervised learning
(1)
imitation learning
(1)
preference learning
(1)
in-context learning
(1)
code generation
(1)
information maximization
(1)
latent distribution
(1)
generative adversarial network
(1)
model performance
(1)
noise handling
(1)
many-shot learning
(1)
optimization objective
(1)
relation network
(1)
negative log-likelihood
(1)
test-time computation
(1)
deep distance metric
(1)
reinforcement learning
(1)
Papers
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
ACL 2025
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
ACL 2025
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving
ICLR 2025
Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations
NIPS 2023
Learning to Compare: Relation Network for Few-Shot Learning
CVPR 2018