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Career

· Postdoctoral Researcher, University of Oxford2023–

Publications (25)

Graph Information Bottleneck for Subgraph Recognition
International Conference on Learning Representations · 2020
188
cited
Improving Subgraph Recognition with Variational Graph Information Bottleneck
Computer Vision and Pattern Recognition · 2021
79
cited
Recognizing Predictive Substructures With Subgraph Information Bottleneck
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021
62
cited
Mind the Label Shift of Augmentation-based Graph OOD Generalization
Computer Vision and Pattern Recognition · 2023
49
cited
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models
International Conference on Learning Representations · 2023
41
cited
Structure-aware conditional variational auto-encoder for constrained molecule optimization
Pattern Recognition · 2022
39
cited
Rumor Detection with Diverse Counterfactual Evidence
Knowledge Discovery and Data Mining · 2023
36
cited
Pose-preserving Cross Spectral Face Hallucination
International Joint Conference on Artificial Intelligence · 2019
34
cited
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
arXiv.org · 2022
29
cited
Microarray-based analysis of gene regulation by transcription factors and microRNAs in glioma
Neurological Sciences · 2013
27
cited
Gallium Nitride Blue/Green Micro-LEDs for High Brightness and Transparency Display
IEEE Electron Device Letters · 2023
22
cited
Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
Knowledge Discovery and Data Mining · 2022
22
cited
Improved Optical and Electrical Characteristics of GaN-Based Micro-LEDs by Optimized Sidewall Passivation
Micromachines · 2022
16
cited
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
arXiv.org · 2022
14
cited
DNA Methylation of miR-122 Aggravates Oxidative Stress in Colitis Targeting SELENBP1 Partially by p65NF-κB Signaling
Oxidative Medicine and Cellular Longevity · 2019
13
cited
ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022
10
cited
Dominant Mechanism of GaN-Based Single Contact Micro-LED Driven by AC Power
IEEE Electron Device Letters · 2023
9
cited
Wafer-Scale Monolithic Integration of Blue Micro-Light-Emitting Diodes and Green/Red Quantum Dots for Full-Color Displays
IEEE Electron Device Letters · 2023
8
cited
Monolithic Integration of GaN-Based Green Micro-LED and Quasi-Vertical MOSFET Utilizing a Hybrid Tunnel Junction
IEEE Electron Device Letters · 2023
7
cited
Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows
arXiv.org · 2021
6
cited
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Junchi Yu | Researcher Profile | Sotabase | Sotabase