Jun Pang
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(25)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core Methods
(5)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Architectures
(3)
Bayesian & Probabilistic
(3)
Core AI
(3)
Models
(3)
Learning Types
(2)
Mathematics
(2)
Optimization
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Keywords
structural inference
(6)
variational inference
(3)
dynamical system
(3)
graph neural network
(2)
graph structure
(2)
information theory
(2)
causal inference
(2)
posterior distribution
(1)
graph representation learning
(1)
temporal modeling
(1)
optimal transport
(1)
information bottleneck
(1)
representation learning
(1)
network analysis
(1)
adaptive regularization
(1)
bayesian inference
(1)
reservoir computing
(1)
partial correlation
(1)
directed graph
(1)
probability distribution
(1)
Papers
Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms
ICML 2025
PAMol: Pocket-Aware Drug Design Method with Hypergraph Representation of Protein Pocket Structure and Feature Fusion
IJCAI 2025
Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data
NeurIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models
NeurIPS 2024
Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
ICLR 2024
Active Learning based Structural Inference
ICML 2023
Effective and Efficient Structural Inference with Reservoir Computing
ICML 2023
Iterative Structural Inference of Directed Graphs
NeurIPS 2022
Hilbert Sinkhorn Divergence for Optimal Transport
CVPR 2021