Li-Ping Liu
5 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Core Methods
(3)
Architectures
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
graph neural network
(2)
probabilistic modeling
(1)
variational inference
(1)
anomaly detection
(1)
ensemble learning
(1)
maximum likelihood estimation
(1)
distribution learning
(1)
generative model
(1)
autoregressive model
(1)
convolutional network
(1)
benchmark dataset
(1)
generative adversarial network
(1)
graph convolution
(1)
word embedding
(1)
graph convolutional network
(1)
inference network
(1)
spatial interpolation
(1)
mass spectrometry
(1)
sparse data
(1)
spatial estimation
(1)
Papers
MassSpecGym: A benchmark for the discovery and identification of molecules
NeurIPS 2024
Fitting Autoregressive Graph Generative Models through Maximum Likelihood Estimation
JMLR 2023
GAN Ensemble for Anomaly Detection
AAAI 2021
Kriging Convolutional Networks
AAAI 2020
Zero-Inflated Exponential Family Embeddings
ICML 2017