About

I am a PhD student in The Chinese University of HongKong, Shenzhen and FNii, where I am fortunate to be advised by Prof. Zhen Li and Prof. Shuguang Cui. I currently focus on lane topology reasoning and autonomous driving with T Lab, Tencent. Previously, I got my M.S. at the SEIT, Sun Yat-sen University, where I work on heterogeneous face recognition and person Re-ID under the supervision of Prof. Haifeng Hu and Dr. Weipeng Hu. I'm always looking for related colaboration. If you are interested to chat with me, feel free to drop me an email.

Interests

Lane Topology Reasoning

[Topo2Seq]

[TopoStreamer]

[FASTopoWM]

[RelTopo]

Heterogeneous Face Recognition

Person ReID

Cross-view Video Generation

[TPDF]

Education

The Chinese University of HongKong, Shenzhen

Ph.D in Computer and Information Engineering, Sep. 2024 - Present
Mentor: Prof. Zhen Li and Prof. Shuguang Cui

Sun Yat-sen University

M.S. in Electronic Information, Sep. 2021 - Oct. 2024
Mentor: Prof. Haifeng Hu
Ranked 1^st in the comprehensive evaluation

Northwest A&F University

B.S. in Electronic and Information Engineering, Sep. 2017 - Oct. 2021
Mentor: Prof. Huaibo Song
GPA: 3.85/4, top 2.94%

Selected Honors & Awards

National Scholarship, 2023.
National Scholarship, 2020.
National Scholarship, 2018.
Outstanding Master's Graduate & Excellent Master's Thesis, SYSU, 2024.
Excellent Bachelor's Thesis, NWAFU, 2021.

Publications ( / )

FASTopoWM: Fast-Slow Lane Segment Topology Reasoning with Latent World Models

Yiming Yang, Hongbin Lin, Yueru Luo, Suzhong Fu, Chao Zheng, Xinrui Yan, Shuqi Mei, Kun Tang, Shuguang Cui, Zhen Li*

Arxiv 2025

[Paper] [Code]

TopoStreamer: Temporal Lane Segment Topology Reasoning in Autonomous Driving

Yiming Yang, Yueru Luo, Bingkun He, Hongbin Lin, Suzhong Fu, Chao Zheng, Zhipeng Cao, Erlong Li, Chao Yan, Shuguang Cui, Zhen Li*

Arxiv 2025

[Paper] [Code]

RelTopo: Enhancing Relational Modeling for Driving Scene Topology Reasoning

Yueru Luo, Changqing Zhou, Yiming Yang, Erlong Li, Chao Zheng, Shuqi Mei, Shuguang Cui, Zhen Li*

Arxiv 2025

[Paper]

Dynamic Modality–Camera-Invariant Clustering for Unsupervised Visible–Infrared Person Re-Identification

Yiming Yang, Weipeng Hu, Qiaolin He, Haifeng Hu*

TNNLS 2025

[Paper]

Extended Cross-Modality United Learning for Unsupervised Visible-Infrared Person Re-identification

Ruixing Wu, Yiming Yang, Jiakai He, Haifeng Hu*

SPL 2025

[Paper]

Motion-guided token prioritization and semantic degradation fusion for exo-to-ego cross-view video generation

Weipeng Hu, Jiun Tian Hoe, Runzhong Zhang, Yiming Yang, Haifeng Hu, Yap-Peng Tan*

Information Fusion 2025

[Paper]

Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning

Yiming Yang,Yueru Luo, Bingkun He, Erlong Li, Zhipeng Cao, Chao Zheng, Shuqi Mei, Zhen Li*

AAAI 2025 Oral

[Paper]

Progressive Cross-Modal Association Learning for Unsupervised Visible-Infrared Person Re-Identification

Yiming Yang, Weipeng Hu, Haifeng Hu*

TIFS 2025

[Paper] [Code]

Pseudo Label Association and Prototype-Based Invariant Learning for Semi-Supervised NIR-VIS Face Recognition

Weipeng Hu, Yiming Yang, Haifeng Hu*

TIP 2024

[Paper]

Unsupervised NIR-VIS Face Recognition via Homogeneous-to-heterogeneous Learning and Residual-invariant Enhancement

Yiming Yang, Weipeng Hu, Haifeng Hu*

TIFS 2023

[Paper]

Robust Cross-domain Pseudo-labeling and Contrastive Learning for Unsupervised Domain Adaptation NIR-VIS Face Recognition

Yiming Yang, Weipeng Hu, Haiqi Lin, Haifeng Hu*

TIP 2023

[Paper]

Neutral Face Learning and Progressive Fusion Synthesis Network for NIR-VIS Face Recognition

Yiming Yang, Weipeng Hu, Haifeng Hu*

TCSVT 2023

[Paper]

Syncretic Space Learning Network for NIR-VIS Face Recognition

Yiming Yang, Weipeng Hu, Haifeng Hu*

TOMM 2023

[Paper]

About

Interests

Education

Selected Honors & Awards

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Academic Services

Publications ( / )