Sicheng He
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Applications · Reinforcement Learning
(1)
Learning Types
(1)
Keywords
vision-language model
(2)
reinforcement learning
(1)
graph representation
(1)
spatio-temporal modeling
(1)
state space model
(1)
entropy regularization
(1)
long-term prediction
(1)
spatial-temporal modeling
(1)
cad model
(1)
long-term forecasting
(1)
traffic prediction
(1)
computer-aided design
(1)
text description
(1)
design automation
(1)
fuzzy logic
(1)
large language model
(1)
spatial-temporal dependency
(1)
temporal decomposition
(1)
voxel grid
(1)
industrial design automation
(1)
Papers
Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization
AAAI 2026
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
ACL 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction
AAAI 2025
VoxAct-B: Voxel-Based Acting and Stabilizing Policy for Bimanual Manipulation
CoRL 2024