Charles X. Ling
8 papers · 2002–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (22) π Cross-Pollinator (12) π Interdisciplinary Bridge
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(24)
π
Interdisciplinary Bridge
π
Keyword Champion
π§¬
Topic Evolution
π
Trend Setter
Conferences
NIPS (3)
AAAI (2)
IJCAI (2)
JMLR (1)
Top co-authors
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
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations
IJCAI 2024
Generalizing across Temporal Domains with Koopman Operators
AAAI 2024
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
NIPS 2023
On Learning Fairness and Accuracy on Multiple Subgroups
NIPS 2022
Region-Based Global Reasoning Networks
AAAI 2020
Pelee: A Real-Time Object Detection System on Mobile Devices
NIPS 2018
Data Sparseness in Linear SVM
IJCAI 2015
The Representational Power of Discrete Bayesian Networks
JMLR 2002