Junchi Yu
7 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (2)
ICLR (2)
IJCAI (1)
Top co-authors
Keywords
graph neural network
(2)
image generation
(1)
variational inference
(1)
domain adaptation
(1)
information bottleneck
(1)
data augmentation
(1)
graph representation
(1)
graph structure
(1)
out-of-distribution generalization
(1)
mutual information
(1)
label shift
(1)
generative model
(1)
generative adversarial network
(1)
invariant learning
(1)
chain-of-thought prompting
(1)
reasoning chain
(1)
face hallucination
(1)
large language model
(1)
multi-agent system
(1)
near-infrared imaging
(1)
Papers
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
AAAI 2026
Deep Research Arena: The First Exam of LLMsβ 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