Congrui Huang
5 papers · 2011–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Data Science & Analytics
(2)
Architectures
(2)
Methods
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
time series forecasting
(2)
text classification
(2)
contrastive learning
(1)
zero-shot learning
(1)
anomaly detection
(1)
self-supervised learning
(1)
data augmentation
(1)
content moderation
(1)
synthetic data generation
(1)
instruction tuning
(1)
harmful content
(1)
toxic content detection
(1)
time series classification
(1)
spectral analysis
(1)
multivariate time series
(1)
task adaptation
(1)
graph fourier transform
(1)
time series representation
(1)
discrete fourier transform
(1)
instruct tuning
(1)
Papers
STAND-Guard: A Small Task-Adaptive Content Moderation Model
COLING 2025
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information
EMNLP 2024
TS2Vec: Towards Universal Representation of Time Series
AAAI 2022
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
NeurIPS 2020
Timeline Generation through Evolutionary Trans-Temporal Summarization
EMNLP 2011