Shaohan Li
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(18)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Analysis
(1)
Core AI
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
multi-object matching
(2)
self-attention mechanism
(1)
non-convex optimization
(1)
graph theory
(1)
graph matching
(1)
structure from motion
(1)
deep learning
(1)
distributed optimization
(1)
neural network optimization
(1)
neural network theory
(1)
message passing
(1)
generalization error
(1)
weather prediction
(1)
sparse matrix
(1)
generalization bound
(1)
convergence rate
(1)
cycle consistency
(1)
activation function
(1)
overparameterized network
(1)
multimodal fusion
(1)
Papers
Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems
ICCV 2025
Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
CVPR 2024
The effect of Leaky ReLUs on the training and generalization of overparameterized networks
AISTATS 2024
Fast, Accurate and Memory-Efficient Partial Permutation Synchronization
CVPR 2022
Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian
NeurIPS 2020