Flood Sung
5 papers · 2018–2025 · 4 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 · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
few-shot learning
(2)
metric learning
(1)
semi-supervised learning
(1)
imitation learning
(1)
preference learning
(1)
self-supervised 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)
Papers
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving
ICLR 2025
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
Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations
NeurIPS 2023
Learning to Compare: Relation Network for Few-Shot Learning
CVPR 2018