Fan Nie
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
variational inference
(1)
multimodal distribution
(1)
robustness
(1)
optimal transport
(1)
graph representation learning
(1)
model architecture
(1)
graph representation
(1)
hypothesis testing
(1)
mutual information
(1)
large-scale learning
(1)
majority voting
(1)
generative model
(1)
diffusion model
(1)
domain adaptation
(1)
data selection
(1)
node classification
(1)
out-of-distribution detection
(1)
multimodal large language model
(1)
semantic segmentation
(1)
Papers
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
CVPR 2026
FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
ICML 2025
TAROT: Targeted Data Selection via Optimal Transport
ICML 2025
Learning Divergence Fields for Shift-Robust Graph Representations
ICML 2024
Uncertainty-Aware Decision Transformer for Stochastic Driving Environments
CoRL 2024
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
NeurIPS 2023
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs
NeurIPS 2022