Junchi Yu
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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๐ Interdisciplinary Bridge ยท Silver ๐ Academic Marathon ยท Sprint ๐บ๏ธ Taxonomy Completionist (21) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Bronze
๐งฌ
Topic Evolution
๐
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Architectures
(3)
Core AI
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Models
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Keywords
graph neural network
(3)
mutual information
(2)
subgraph recognition
(2)
domain adaptation
(1)
information bottleneck
(1)
knowledge transfer
(1)
data augmentation
(1)
prompt engineering
(1)
graph representation
(1)
graph structure
(1)
out-of-distribution generalization
(1)
label shift
(1)
generative model
(1)
generative adversarial network
(1)
invariant learning
(1)
graph information bottleneck
(1)
chain-of-thought prompting
(1)
reasoning chain
(1)
analogical reasoning
(1)
multi-step reasoning
(1)
Papers
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
AAAI 2026
Deep Research Arena: The First Exam of LLMsโ Research Abilities via Seminar-Grounded Tasks
AAAI 2026
THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS
ICLR 2024
Mind the Label Shift of Augmentation-Based Graph OOD Generalization
CVPR 2023
Improving Subgraph Recognition With Variational Graph Information Bottleneck
CVPR 2022
Graph Information Bottleneck for Subgraph Recognition
ICLR 2021
Pose-preserving Cross Spectral Face Hallucination
IJCAI 2019