Fengze Liu

Computer Science · Physical Sciences

15h-index1.3kcitations36works16.72yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Neural Network Applications(17), Medical Image Segmentation Techniques(15), AI in cancer detection(10), Medical Imaging and Analysis(8), COVID-19 diagnosis using AI(6)

Publications36 total

Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining
arXiv (Cornell University)·2025Open Access
MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
arXiv (Cornell University)·2025Open Access
AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents
arXiv (Cornell University)·2025Open Access
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining
arXiv (Cornell University)·2025Open Access
AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents
2025· 1 citedOpen Access
L2B: Learning to Bootstrap Robust Models for Combating Label Noise
2024· 8 cited
3D genomic mapping reveals multifocality of human pancreatic precancers
Nature·2024· 108 cited
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation
arXiv (Cornell University)·2023· 1 citedOpen Access
Intriguing Findings of Frequency Selection for Image Deblurring
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 174 citedOpen Access
Three-dimensional genomic mapping of human pancreatic tissue reveals striking multifocality and genetic heterogeneity in precancerous lesions
2023· 7 citedOpen Access
The FELIX Project: Deep Networks To Detect Pancreatic Neoplasms
2022· 24 citedOpen Access
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation
arXiv (Cornell University)·2022· 2 citedOpen Access
A Multiplex PCR System for the Screening of Genetically Modified (GM) Maize and the Detection of 29 GM Maize Events Based on Capillary Electrophoresis
Agriculture·2022· 12 citedOpen Access
L2B: Learning to Bootstrap Robust Models for Combating Label Noise
arXiv (Cornell University)·2022Open Access
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings
arXiv (Cornell University)·2021Open Access
SAME: Deformable Image Registration Based on Self-supervised Anatomical Embeddings
Lecture notes in computer science·2021· 16 cited
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Medical Image Analysis·2020· 255 citedOpen Access
Deep Distance Transform for Tubular Structure Segmentation in CT Scans
2020· 123 cited
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
arXiv (Cornell University)·2020· 2 citedOpen Access
Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
arXiv (Cornell University)·2020· 10 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Alan Yuille(24), Yingda Xia(14), Elliot K. Fishman(13), Zhuotun Zhu(8), Yuyin Zhou(8), Wei Shen(7), Lingxi Xie(7), Dong Yang(5), Jinzheng Cai(5), Lequan Yu(5), Daguang Xu(5), Le Lü(5), Linda C. Chu(4), Ralph H. Hruban(4), Dakai Jin(4), Jing Xiao(4), Adam P. Harrison(4), Holger R. Roth(3), Jieneng Chen(3), Xianghua Ye(3)