Michael Ng
9 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8)
π
Cross-Pollinator
(4)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
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Conference Pioneer
Conferences
NIPS (3)
AAAI (2)
IJCAI (2)
ACL (1)
ICML (1)
Top co-authors
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
NIPS 2024
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
NIPS 2023
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks
ICML 2023
Approximate Secular Equations for the Cubic Regularization Subproblem
NIPS 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