Yile Chen
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
time series analysis
(2)
contrastive learning
(1)
reinforcement learning
(1)
anomaly detection
(1)
matrix factorization
(1)
loss landscape
(1)
outlier detection
(1)
time series
(1)
sensitivity analysis
(1)
learning rate scheduling
(1)
missing value imputation
(1)
multivariate time series
(1)
disentangled representation
(1)
feature engineering
(1)
task decomposition
(1)
few-shot setting
(1)
graph augmentation
(1)
temporal representation
(1)
adaptive training
(1)
Papers
A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning
AAAI 2026
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting
ICML 2025
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
TODS: An Automated Time Series Outlier Detection System
AAAI 2021