Sicong Huang
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
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Topic Evolution
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Models
(3)
Optimization & Theory
(3)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Keywords
generative adversarial network
(3)
large language model
(2)
variational autoencoder
(2)
variational inference
(1)
style transfer
(1)
fact verification
(1)
ensemble learning
(1)
model evaluation
(1)
semantic parsing
(1)
code generation
(1)
importance sampling
(1)
mutual information
(1)
rate distortion
(1)
generative model
(1)
ensemble model
(1)
natural language inference
(1)
energy-based model
(1)
influence function
(1)
transfer learning
(1)
continual learning
(1)
Papers
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
SemEval 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data
SemEval 2025
Efficient Parametric Approximations of Neural Network Function Space Distance
ICML 2023
Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
ICLR 2022
Evaluating Lossy Compression Rates of Deep Generative Models
ICML 2020
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
ICLR 2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference
ACL 2019
Unsupervised Cipher Cracking Using Discrete GANs
ICLR 2018