Articles by Junwei Su

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Articles by Junwei Su

ProTrek: Navigating the Protein Universe through Tri-Modal Contrastive Learning

2 October 2025 by Junming Su and others

Bioinformatics

ProTrek: Navigating the Protein Universe through Tri-Modal Contrastive Learning

2 October 2025 by Junming Su and others

Bioinformatics

SpaIM: Single-cell Spatial Transcriptomics Imputation via Style Transfer

23 August 2025 by Bozhou Li and others at

University of Florida

Bioinformatics

SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion

20 August 2025 by Junwei Su and Shan Wu

Machine Learning

A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations

20 August 2025 by Junwei Su and Chuan Wu

Machine Learning

On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks

20 August 2025 by Junwei Su and Chuan Wu

Machine Learning

The Demographics of Binary Companions to Stripped-Envelope Supernovae: Confronting Observations with Population Synthesis

18 August 2025 by Emmanuel Zapartas and others

Solar and Stellar Astrophysics, High Energy Astrophysical Phenomena

Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy

4 July 2025 by Junwei Su and others at

University of Hong Kong

Artificial Intelligence, Quantitative Methods

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey

6 May 2025 by Da Zheng and others at

Zhejiang University

Machine Learning

Quantitative Label-Free Single-Cell Proteomics on the Orbitrap Astral MS

5 May 2025 by V. Petrosius and others at

Technical University of Denmark

Biochemistry

Cell-free DNA Fragmentomics Assay to Discriminate the Malignancy of Breast Nodules and Evaluate Treatment Response

4 April 2025 by Jùn Líu and others

Oncology

Neural ensembles that encode affective mechanical and heat pain in mouse spinal cord

24 March 2025 by Meng-Di Zhang and others at

Karolinska Institutet

Neuroscience

Evaluating a Large Language Model's Ability to Answer Clinicians' Requests for Evidence Summaries

14 January 2025 by M. Blasingame and others at

Vanderbilt University Medical Center

Health Informatics

Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks

15 December 2024 by Junwei Su and Shan Wu

Machine Learning, Artificial Intelligence

PCCA variant rs16957301 is a novel AKI risk genotype-specific for patients who receive ICI treatment: Real-world evidence from All of Us cohort

9 November 2024 by Yuanhao Wang and others

Health Informatics

Enhanced S-factor for the ^{14}N(p,γ)^{15}O reaction and its impact on the solar composition problem

21 October 2024 by Xuhui Chen and others

Nuclear Experiment, Solar and Stellar Astrophysics

The Role of Social Support and Influencers in Social Media Communities

6 October 2024 by Junwei Su and Peter Marbach

Social and Information Networks, Computer Science and Game Theory

Label-free, real-time monitoring of membrane binding events at zeptomolar concentrations using frequency-locked optical microresonators

28 August 2024 by Amanda Gin and others at

University of Arizona

Biophysics

Heta: Distributed Training of Heterogeneous Graph Neural Networks

20 August 2024 by Yuchen Zhong and others

Distributed, Parallel, and Cluster Computing

Retinal input is required for the maintenance of neuronal laminae in the ventral lateral geniculate nucleus

19 August 2024 by K. Stebbins and others

Neuroscience

MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline

18 July 2024 by Guangming Sheng and others

Machine Learning, Distributed, Parallel, and Cluster Computing

On the Limitation and Experience Replay for GNNs in Continual Learning

9 July 2024 by Junwei Su and others

Machine Learning

On the Topology Awareness and Generalization Performance of Graph Neural Networks

8 July 2024 by Junwei Su and Chuan Wu

Machine Learning

Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems

26 May 2024 by Junwei Su and others

Machine Learning

DeepSS2GO: protein function prediction from secondary structure

3 May 2024 by F. Song and others

Bioinformatics

Soft X-ray prompt emission from a high-redshift gamma-ray burst EP240315a

25 April 2024 by Yushuai Liu and others

High Energy Astrophysical Phenomena

Multimodality of ^{187}Ir fission studied by Langevin approach

14 March 2024 by Y. Huang and others

Nuclear Theory

BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network

13 March 2024 by Junwei Su and others

Machine Learning

Heterosynaptic Plasticity of the Visuo-auditory Projection Requires Cholecystokinin released from Entorhinal Cortex Afferents

4 March 2024 by Weisong Sun and others

Neuroscience

PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks

26 February 2024 by Junwei Su and others

Machine Learning

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Articles by Junwei Su