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Zhengfeng Lai
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 12
Top Topics
White Matter
Histopathology Images
Brain Tissue
Supervised Learning
Top Venues
CoRR
EMBC
ICML
ICCVW
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Publications
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Ammar Haydari
,
Dongjie Chen
,
Zhengfeng Lai
,
Chen-Nee Chuah
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model.
CoRR
(2024)
Zhengfeng Lai
,
Noranart Vesdapunt
,
Ning Zhou
,
Jun Wu
,
Cong Phuoc Huynh
,
Xuelu Li
,
Kah Kuen Fu
,
Chen-Nee Chuah
PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation.
ICCV
(2023)
Zhengfeng Lai
,
Haotian Zhang
,
Wentao Wu
,
Haoping Bai
,
Aleksei Timofeev
,
Xianzhi Du
,
Zhe Gan
,
Jiulong Shan
,
Chen-Nee Chuah
,
Yinfei Yang
,
Meng Cao
From Scarcity to Efficiency: Improving CLIP Training via Visual-enriched Captions.
CoRR
(2023)
Zhengfeng Lai
,
Zhuoheng Li
,
Luca Cerny Oliveira
,
Joohi Chauhan
,
Brittany N. Dugger
,
Chen-Nee Chuah
CLIPath: Fine-tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts.
ICCV (Workshops)
(2023)
Zhengfeng Lai
,
Chao Wang
,
Sen-Ching S. Cheung
,
Chen-Nee Chuah
SaR: Self-adaptive Refinement on Pseudo Labels for Multiclass-Imbalanced Semi-supervised Learning.
CVPR Workshops
(2022)
Zhengfeng Lai
,
Chao Wang
,
Henrry Gunawan
,
Sen-Ching S. Cheung
,
Chen-Nee Chuah
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data.
ICML
(2022)
Zhengfeng Lai
,
Luca Cerny Oliveira
,
Runlin Guo
,
Wenda Xu
,
Zin Hu
,
Kelsey Mifflin
,
Charles Decarli
,
Sen-Ching S. Cheung
,
Chen-Nee Chuah
,
Brittany N. Dugger
BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis.
IEEE Access
10 (2022)
Zhengfeng Lai
,
Chao Wang
,
Zin Hu
,
Brittany N. Dugger
,
Sen-Ching S. Cheung
,
Chen-Nee Chuah
A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues.
EMBC
(2021)
Zhengfeng Lai
,
Pranjali Vadlaputi
,
Daniel J. Tancredi
,
Meena Garg
,
Robert I. Koppel
,
Mera Goodman
,
Whitnee Hogan
,
Nicole Cresalia
,
Stephan Juergensen
,
Erlinda Manalo
,
Satyan Lakshminrusimha
,
Chen-Nee Chuah
,
Heather Siefkes
Enhanced Critical Congenital Cardiac Disease Screening by Combining Interpretable Machine Learning Algorithms.
EMBC
(2021)
Luca Cerny Oliveira
,
Zhengfeng Lai
,
Wenbo Geng
,
Heather Siefkes
,
Chen-Nee Chuah
A Machine Learning Driven Pipeline for Automated Photoplethysmogram Signal Artifact Detection.
CHASE
(2021)
Zhengfeng Lai
,
Chao Wang
,
Luca Cerny Oliveira
,
Brittany N. Dugger
,
Sen-Ching Samson Cheung
,
Chen-Nee Chuah
Joint Semi-supervised and Active Learning for Segmentation of Gigapixel Pathology Images with Cost-Effective Labeling.
ICCVW
(2021)
Zhengfeng Lai
,
Runlin Guo
,
Wenda Xu
,
Zin Hu
,
Kelsey Mifflin
,
Brittany N. Dugger
,
Chen-Nee Chuah
,
Sen-Ching S. Cheung
Automated grey and white matter segmentation in digitized Aβ human brain tissue slide images.
ICME Workshops
(2020)