Associate Professor
School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou
Office: Room 620, Building 389, South Campus, SYSU
Emails: yanglx9@mail.sysu.edu.cn
I am an Associate Professor at Sun Yat-sen University. Previously, I worked as a Post-Doctoral Researcher at Sun Yat-sen University in Guangzhou, China. My research interests include Computer Vision, Machine Learning, AI4Neuroscience and Neuroscience4AI. More recently, I am also interested in more higher-level cognitive tasks (e.g., abstract visual reasoning).
News
Oct. 25, 2025 – We are excited to share that our paper, "Neural Prediction Errors as a Unified Cue for Abstract Visual Reasoning",
has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence ! 🎉
This work extends our PredRNet (ICML 2023) by introducing an framework
that leverages prediction errors as a unified signal for supervised- and unsupervised- abstract visual reasoning.
The preprint version is available here and the full code will be released soon!
Congratulations to all authors !
July.08 2025 – Our paper, improving open-vocabulary semantic segmentation by a training-free class purification method,
has been accepted by ICCV 2025. Congratulations to Qi Chen!
May.05 2025 – Our SSLvMB code for RPM-like problems is available online for submission purposes only.
May.04 2025 – We are pleased to announce that our work, "Toward Multi-Source Sky-Ground Re-Identification: A New Benchmark and An Innovative Approach",
on sky-ground ReID, has been accepted by Transaction on Multimedia. The code and the newly designed dataset will be released soon.
Apri.11 2025 – We are pleased to announce that our work, "Multilevel Contrastive Multiview Clustering With Dual Self-Supervised Learning",
on multi-view clustering, has been accepted by Transactions on Neural Networks and Learning Systems.
Jan.06 2025 – We are pleased to announce that our work, "Learning with Enriched Inductive Biases for Vision-Language Models",
on adapting visual-language models, has been accepted by International Journal of Computer Vision.
Oct.12 2024 – I am very pleased to become an Associate Professor at the School of Systems Science and Engineering,
Sun Yat-sen University.