Guangfeng Jiang

About Me

I am a Ph.D. student in the Department of Electronic Engineering and Information Science at University of Science and Technology of China (USTC), where I have been since 2021, under the supervision of Prof. Gang Wang and Prof. Jun Liu. Additionally, I have interned at COWAROBOT, AMD, and Huawei Noah’s Ark Lab.

Research Interests

World Model: World Model, World Model for Planning.
3D Computer Vision: 3D Object detection, 3D Segmentation, Occupancy.
Weakly Supervised: Weakly Supervised Perception for Point Clouds.

News

[Sep. 2025] Our paper 4D generation paper PhiGenesis has released.
[Feb. 2025] Our paper weakly supervised paper YoCo has released.
[Dec. 2024] Our paper EGSRAL is accepted to AAAI 2025.
[Dec. 2023] Our paper MWSIS is accepted to AAAI 2024.

Publications

Arxiv

4D Driving Scene Generation With Stereo Forcing

Hao Lu*, Zhuang Ma*, Guangfeng Jiang, Wenhang Ge, Bohan Li, Yuzhan Cai, Wenzhao Zheng, Yunpeng Zhang, Yingcong Chen

PDF Code Project Page

Arxiv

You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving

Guangfeng Jiang, Jun Liu, YongXuan Lv, Yuzhi Wu, Xianfei Li, Wenlong Liao, Tao He, Pai Peng

PDF

AAAI

EGSRAL: An Enhanced 3D Gaussian Splatting based Renderer with Automated Labeling for Large-Scale Driving Scene

Yixiong Huo*, Guangfeng Jiang*, Hongyang Wei, Ji Liu, Song Zhang, Han Liu, Xingliang Huang, Mingjie Lu, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum (*Equal contribution)

AAAI 2025 (CCF-A)

PDF

AAAI

MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving

Guangfeng Jiang, Jun Liu, Yuzhi Wu, Wenlong Liao, Tao He, Pai Peng

AAAI 2024 (CCF-A)

PDF Project Page

Arxiv

MLF-4DRCNet: Multi-Level Fusion with 4D Radar and Camera for 3D Object Detection in Autonomous Driving

Yuzhi Wu, Li Xiao, Jun Liu, Guangfeng Jiang, XiangGen Xia

PDF

Arxiv

Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving

Yuzhi Wu, Jun Liu, Guangfeng Jiang, Weijian Liu, Danilo Orlando

PDF

ESWA

Radar M3-Net: Multi-Scale, Multi-Layer, Multi-Frame Network With a Large Receptive Field for 3D Object Detection

Yunting Yang, Jun Liu, Hongsi Liu, Guangfeng Jiang

ESWA (中科院一区)

PDF

TITS

MSSF: A 4D Radar and Camera Fusion Framework With Multi-Stage Sampling for 3D Object Detection in Autonomous Driving

Hongsi Liu, Jun Liu, Guangfeng Jiang, Xin Jin

TITS (中科院一区)

PDF

TIV

Spatial and Temporal Awareness Network for Semantic Segmentation on Automotive Radar Point Cloud

Ziwei Zhang, Jun Liu, Guangfeng Jiang

TIV (中科院一区)

PDF

Internship

Noah's Ark Lab, Huawei

· World Model for End-to-End Autonomous Driving

AMD-AIG

· World Model

· CVPR 2024 Challenge: MapLess Driving, 5/120; World Model, 7/60

· 3D Reconstruction (3DGS) for Autonomous Driving

COWAROBOT

· Weakly-Supervised Perception for Autonomous Driving