MicroFoundation
In Progress
A foundation model for optical microscopy across modalities and biological scales
Hi, here is Sicheng Chen
โ๐ป FAKE it until MAKE it.
๐ง๐ปโ๐ป DEEP LEARNING Researcher / Engineer
๐ง๐ปโ๐ UC Irvine Ph.D || UC Irvine Master || XJTU Bachelor
ACADEMIC PROJECTS
PGLStain
Under Review
Optical-density-guided learning for weakly-paired H&E-to-IHC virtual staining
ClassEvidenceMIL
In Progress
Preserving Class-Specific Readouts for Continual Whole-Slide Classification
PuzzleStain
In Progress
Virtual-staining pipeline from whole-slide preprocessing to WSI reconstruction
MemWSI
In Progress
Prototype-guided slotted memory for multi-task whole-slide image analysis
SlideMix
2026.08, Under Review (arXiv)
Enhancing Whole Slide Image Analysis via Multimodal Shuffling
PathRWKV
2026.08, IEEE TMI
Enhancing Whole Slide Image Inference With Asymmetric Recurrent Modeling
DiffBulk
2026.07, IEEE TMI
Enhancing Spatial Transcriptomic Prediction With Diffusion-Based Training
SSMamba
2026.06, Medical Image Analysis
A self-supervised hybrid state space model for pathological image classification
BatMIL
2026.05, Under Review (arXiv)
Geometry-aware whole-slide representation with hybrid hyperbolicโEuclidean learning
Biomedical Segmentation Review
2026.04, Under Review (bioRxiv)
From U-Net to promptable biomedical foundation models
MambaBack
2026.04, arXiv Preprint
Bridging Local Features and Global Contexts in Whole Slide Image Analysis
SegMix
2026.04, arXiv Preprint
Shuffle-based Feedback Learning for Semantic Segmentation of Pathology Images
CPIA Dataset
2025.12, BSPC
A multi-scale pathology dataset of approximately 149 million images for self-supervised pretraining
UnPuzzle
2025.03, arXiv Preprint
A Unified Framework for Pathology Image Analysis
FPGA-Based MMA Accelerator
2025.03, arXiv Preprint
Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer
PuzzleTuning
2023.11, arXiv Preprint
Explicitly Bridge Pathological and Natural Image with Puzzles
PuzzleAgent
Research Platform
An interactive multi-agent platform for pathology report generation
ENGINEERING PROJECTS
Relabel Detector
2023.12 - 2024.06
A Real-time Worker's Mis-operation detection and alarm system based on YOLOv8
Used Tape Detector
2024.03 - 2024.04
A Phone Camera Tape Detector Based on YOLOv8 (No showcase due to privacy policy)
Distraction Alarmer
2023.12 - 2024.01
A Real-time Distract Alarm System Based on YOLOv8 (No showcase due to privacy policy)
YOLOv8 Quantize
2023.10 - 2024.02
Quantize YOLOv8 to FP16 & INT8 Precision in ONNX & TRT & OpenVINO Platforms
Fall Detector
2023.06 - 2023.07
A Real-time Fall Detection and Alarm System Based on YOLOv8
PHOTOS
VIDEOS
Mazda Miata NB Review
2025.12
LA Auto Show
2025.12
Peterson Automotive Museum Tour
2025.09
Marconi Automotive Museum Tour
2025.05
Audi S8 Review
2025.04
Dodge Challenger Hellcat Review
2025.03
Rose Youth
2023.05
Summer Aesthetics
2023.03
Golden Memory
2022.12
Lost in Campus
2022.11
Light Up Ordinary
2022.07
Forever Young
2022.06
All in One
2022.05
A Song For Cats
2022.04
Mercury Memory
2021.10
A Point Away
2021.07
Novel Tradition
2021.07
Light
2021.05
SKILLS
Python
PyTorch
Scikit-learn
OpenCV
C/C++
Anaconda
Selenium
JavaScript
HTML5
SVG
CSS3
React
Next.js
Django
MySQL
SQLite
Photoshop
Premiere Pro
After Effects
DaVinci Resolve
Blender
AutoCAD
PyCharm
VS Code
LaTeX
Markdown
Linux
Ubuntu
Bash
Git
GitHub
Bitbucket
Vim
Docker
Arduino
ChatGPT
Gemini
Copilot