Author

Zixuan Liu

Observed name: Liu, Zixuan

Institution: University of Washington

Observed institutions: University of Washington, Peking University, Stanford University

ORCID: 0000-0002-5730-9987

Observed ORCIDs: 0000-0002-5730-9987, 0009-0002-7131-339X

OpenAlex ID: A5100728218

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm

2019 · Rui Duan, Mary Regina Boland, et al. · Journal of the American Medical Informatics Association · 99

Longitudinal self-supervised learning

2021 · Qingyu Zhao, Zixuan Liu, et al. · Medical Image Analysis · 71

Poisoning medical knowledge using large language models

2024 · Junwei Yang, Hanwen Xu, et al. · Nature Machine Intelligence · 49

GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering

2021 · Weixin Liang, Yanhao Jiang, et al. · 40

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

2023 · Zhao, Haozhe, Cai, Zefan, et al. · arXiv (Cornell University) · 26

DAWSON: A Domain Adaptive Few Shot Generation Framework

2020 · Liang, Weixin, Liu, Zixuan, et al. · arXiv (Cornell University) · 24

Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease.

2022 · Mehmet Saygın Seyfioğlu, Zixuan Liu, et al. · PubMed · 18

Poisoning scientific knowledge using large language models

2023 · Junwei Yang, Hanwen Xu, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 15

Gradient-based Bi-level Optimization for Deep Learning: A Survey

2022 · Chen, Can, Chen, Xi, et al. · arXiv (Cornell University) · 12

Enhancing Hi-C contact matrices for loop detection with Capricorn: a multiview diffusion model

2024 · Tangqi Fang, Yifeng Liu, et al. · Bioinformatics · 8

Textomics: A Dataset for Genomics Data Summary Generation

2022 · Mu-Chun Wang, Zixuan Liu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 8

Pisces: A multi-modal data augmentation approach for drug combination synergy prediction

2025 · Hanwen Xu, Jiacheng Lin, et al. · Cell Genomics · 7

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

2021 · Zixuan Liu, Ehsan Adeli, et al. · Lecture notes in computer science · 7

Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer’s Disease

2022 · Mehmet Saygın Seyfioğlu, Zixuan Liu, et al. · Lecture notes in computer science · 4

A three-dimensional multi-modal foundation model for optical coherence tomography

2026 · Zixuan Liu, Hanwen Xu, et al. · Nature Biomedical Engineering · 2

Super-resolved optical imaging, reconstruction, and spatial analysis of whole mouse glomeruli via the Glomerulus Mapping and Analysis Pipeline

2025 · Adilijiang Ali, Zixuan Liu, et al. · Kidney International · 2

BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction

2025 · Yuguang Li, Ivaylo Boyadzhiev, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2

OCTCube-M: A 3D multimodal optical coherence tomography foundation model for retinal and systemic diseases with cross-cohort and cross-device validation

2024 · Liu, Zixuan, Xu, Hanwen, et al. · arXiv (Cornell University) · 2

ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding

2023 · Zixuan Liu, Gaurush Hiranandani, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2

GrInAdapt: Source-Free Multi-target Domain Adaptation for Retinal Vessel Segmentation

2025 · Zixuan Liu, Aaron Honjaya, et al. · Lecture notes in computer science · 1

Generative steering to adapt proteins beyond native biological contexts

2025 · Xiaowei Zhang, Wenhui Sophia Lu, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1

Offline Model-Based Optimization: Comprehensive Review

2025 · Kim, Minsu, Gu, Jiayao, et al. · arXiv (Cornell University) · 1

T-Rex: Text-assisted Retrosynthesis Prediction

2024 · Liu, Yifeng, Xu, Hanwen, et al. · arXiv (Cornell University) · 1

ChiMera: Learning with noisy labels by contrasting mixed-up augmentations

2023 · Liu, Zixuan, Zhang, Xin, et al. · arXiv (Cornell University) · 1

CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning

2021 · Zhang, Xin, Liu, Zixuan, et al. · arXiv (Cornell University) · 1

Works count: 37

Citation count: 405

H-index: 9

I10-index: 9