Yicheng Luo
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Keyword Champion (2)
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(57)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Architectures
(3)
Core AI
(3)
Core Methods
(3)
Methods
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
irregular multivariate time series
(2)
temporal dependencies
(2)
catastrophic forgetting
(1)
temporal modeling
(1)
imitation learning
(1)
feature extraction
(1)
interpretability
(1)
message passing
(1)
optimal transport
(1)
knowledge distillation
(1)
knowledge representation
(1)
named entity recognition
(1)
language modeling
(1)
policy learning
(1)
model predictive control
(1)
knowledge extraction
(1)
motion capture
(1)
hypergraphs
(1)
image matching
(1)
offline reinforcement learning
(1)
Papers
Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
ICML 2025
HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
ICML 2025
Learning Soft Sparse Shapes for Efficient Time-Series Classification
ICML 2025
H-GAP: Humanoid Control with a Generalist Planner
ICLR 2024
Incremental Sequence Labeling: A Tale of Two Shifts
ACL 2024
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
NeurIPS 2024
ChessGPT: Bridging Policy Learning and Language Modeling
NeurIPS 2023
Optimal Transport for Offline Imitation Learning
ICLR 2023
ELSD: Efficient Line Segment Detector and Descriptor
ICCV 2021