Michael Ng
9 papers · 2017–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(5)
Core Methods
(5)
Optimization
(5)
Optimization & Theory Β· Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Optimization & Theory Β· Deep Learning
(3)
Mathematics
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
transformer architecture
(2)
length extrapolation
(2)
attention mechanism
(2)
optimal transport
(2)
distribution matching
(1)
signal recovery
(1)
non-convex optimization
(1)
class imbalance
(1)
hypergraph learning
(1)
global optimization
(1)
tensor decomposition
(1)
gradient descent
(1)
tensor completion
(1)
generalized lasso
(1)
low-rank representation
(1)
global convergence
(1)
feature map
(1)
physics-informed neural network
(1)
partial differential equation
(1)
convex optimization
(1)
Papers
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
ACL 2025
Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport
AAAI 2025
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
NeurIPS 2024
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
NeurIPS 2023
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks
ICML 2023
Approximate Secular Equations for the Cubic Regularization Subproblem
NeurIPS 2022
Oversampling for Imbalanced Data via Optimal Transport
AAAI 2019
Robust Low-Tubal-Rank Tensor Completion via Convex Optimization
IJCAI 2019
Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation
IJCAI 2017