Yanlong Yang

Projects

Things I have built

From a smart-car circuit board to a CVPR paper: eleven projects across research, industry and public tools, newest first.

All projects

monthly data → occupation heatmap

PublicAug 2026 – Present

Australian Skilled-Migration Toolbox

A public Chinese-language data site covering ~490 occupations, rebuilt automatically every month.

observe → latent state → predictpastzfuture occupancy

Research2025 – Present

World Models for Autonomous-Driving Perception

Extending diffusion-based generative priors toward models that predict how the driving scene evolves.

real-time detection on the watercrocodilelog

Research2024 – Present

AI Crocodile-Detection System

Computer vision that tells crocodiles apart from other floating objects, for real-time public-safety monitoring.

blur kernel, estimated jointlynoise → self-diffusion → sharp image

Research2025 – 2026

DeblurSDI — Self-Diffusion Driven Blind Imaging

Zero-shot blind image restoration that recovers both the sharp image and the unknown blur, with no pre-training.

noise ⇄ denoise, untrained network×T steps

Research2025

Self-Diffusion for Solving Inverse Problems

A self-diffusion framework that adapts to arbitrary forward operators using an untrained self-denoiser.

sparse radar → LiDAR-like densitypriorlearned from arbitrary, unpaired LiDAR

Research2023 – 2025

RadarINV — Unsupervised Radar Point-Cloud Enhancement

Super-resolving sparse radar toward LiDAR-like density with a diffusion prior learned from unpaired LiDAR.

radar heatmap + LiDAR → BEV detectionsanchor-box-free

Research2022 – 2025

RaLiBEV — Radar & LiDAR BEV Fusion

Anchor-box-free radar–LiDAR fusion in bird's-eye view for object detection in fog and rain.

data closed loopdeploycollectclean & mineretrain

Industry2022 – 2024

Data Closed-Loop for Vehicle–Road Cooperative Perception

A pipeline that feeds field data back into training to improve perception for V2I cooperative driving.

MIMO radar processing chainRx arrayrangeDopplerrange–Dopplerangle

Industry2020 – 2022

MIMO Radar Signal-Processing Chain

The full processing chain of an in-house millimetre-wave radar toolkit, from raw array signals to detections.

depth + thermal → 3Ddepththermalsync

Research2018 – 2020

3D Human Thermal-Surface Reconstruction

Fusing depth and thermal cameras to build 3D human body models textured with temperature.

smart-car hardwareK60powermotorCCDOtsu edge detection

Research2015 – 2017

Autonomous Smart-Car — NXP Cup

Circuit boards and vision software for a self-driving model car; National Second Prize.