Aoran Wang
10 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Bronze π Keyword Champion (6) π Grand Slam
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core Methods
(6)
Deep Learning
(4)
Core AI
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic
(3)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Architectures
(2)
Learning Types
(2)
Methods
(2)
Models
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Keywords
structural inference
(6)
dynamical system
(3)
variational inference
(2)
causal inference
(2)
graph structure
(2)
graph neural network
(2)
benchmark evaluation
(1)
information bottleneck
(1)
representation learning
(1)
bayesian inference
(1)
adaptive regularization
(1)
feature selection
(1)
graph representation learning
(1)
preference alignment
(1)
deep reinforcement learning
(1)
reservoir computing
(1)
network analysis
(1)
policy optimization
(1)
posterior distribution
(1)
temporal modeling
(1)
Papers
Deep Research Arena: The First Exam of LLMsβ Research Abilities via Seminar-Grounded Tasks
AAAI 2026
Reward Model Evaluation via Automatically-Ranked Policy Alignment
AAAI 2026
Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms
ICML 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
Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract)
AAAI 2023
Effective and Efficient Structural Inference with Reservoir Computing
ICML 2023
Iterative Structural Inference of Directed Graphs
NeurIPS 2022