Charles X. Ling
8 papers · 2002–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Keyword Champion
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Topic Evolution
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Computer Vision
(2)
Analysis
(2)
Architectures
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types
(1)
Keywords
convolutional neural network
(2)
representation learning
(1)
graphical model
(1)
domain generalization
(1)
object detection
(1)
fine-grained classification
(1)
neural network optimization
(1)
efficient computing
(1)
generalization error
(1)
communication efficiency
(1)
representational power
(1)
zero-order optimization
(1)
bilevel optimization
(1)
bayesian network
(1)
action recognition
(1)
differential privacy
(1)
physics-informed neural network
(1)
partial differential equation
(1)
activation function
(1)
model compression
(1)
Papers
Generalizing across Temporal Domains with Koopman Operators
AAAI 2024
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations
IJCAI 2024
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
NeurIPS 2023
On Learning Fairness and Accuracy on Multiple Subgroups
NeurIPS 2022
Region-Based Global Reasoning Networks
AAAI 2020
Pelee: A Real-Time Object Detection System on Mobile Devices
NeurIPS 2018
Data Sparseness in Linear SVM
IJCAI 2015
The Representational Power of Discrete Bayesian Networks
JMLR 2002