Gao Cong
11 papers · 2007–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21)
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Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Architectures
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Keywords
large language model
(2)
representation learning
(1)
disentangled representation
(1)
matrix factorization
(1)
similarity learning
(1)
text representation
(1)
graph structure
(1)
time series forecasting
(1)
document ranking
(1)
sparse regularization
(1)
dual optimization
(1)
missing value imputation
(1)
multivariate time series
(1)
random projection
(1)
contrastive learning
(1)
heterogeneous data
(1)
differential equation
(1)
task decomposition
(1)
air quality prediction
(1)
dimensionality reduction
(1)
Papers
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting
ICML 2025
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
ICLR 2024
Road Network Representation Learning with the Third Law of Geography
NeurIPS 2024
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models
EMNLP 2024
Multivariate Time-series Imputation with Disentangled Temporal Representations
ICLR 2023
High-dimensional Similarity Learning via Dual-sparse Random Projection
IJCAI 2018
Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns
IJCAI 2018
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC
EMNLP 2017
Personalized Ranking Metric Embedding for Next New POI Recommendation
IJCAI 2015
Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums
ACL 2008
Detecting Erroneous Sentences using Automatically Mined Sequential Patterns
ACL 2007