Yile Chen
6 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Grand Slam
Conferences
AAAI (2)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
time series analysis
(1)
reinforcement learning
(1)
anomaly detection
(1)
loss landscape
(1)
outlier detection
(1)
time series
(1)
sensitivity analysis
(1)
learning rate scheduling
(1)
feature engineering
(1)
task decomposition
(1)
adaptive training
(1)
location-based service
(1)
automated machine learning
(1)
automated pipeline
(1)
large language model
(1)
warm-up strategy
(1)
autonomous planning
(1)
pipeline construction
(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
NIPS 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