Lingxiao Yang
I work as Post-Doctoral Researcher at Sun Yat-sen University in Guangzhou, China. My research interests include computer vision and machine learning with a focus on object recognition, video understanding,and brain inspired computational model. More recently, I am also interested in more higher-level cognitive tasks (e.g., abstract visual reasoning).
Before joining the Sun Yat-sen University, I received my Ph.D. degree from the Hong Kong Polytechnic University in 2020 (March) on computer vision and machine learning.
News
Aug 31, 2023 | One paper about brain decoding is accpeted by the Fundamental Research, which is a new research journal supervised by the National Natural Science Foundation of China (NSFC). Congratulation to all contributors. |
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Aug 30, 2023 | Launching a new homepage. |
Aug 18, 2023 | I start a good journel to IJCAI-2023, and we have two papers to be presented at this conference. One is my own work on Abstract Visual Reasoning (AVR) – RuleMatch. RuleMatch maybe the first semi-supervised learning framework to address AVR problem. Another one is SpikeCount, a new training algorithm for SNNs. |
Selected publications
2023
- ICMLNeural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence TestsIn Proceedings of the International Conference on Machine Learning (ICML), 2023
2021
- ICMLSimAM: A Simple, Parameter-free Attention Module for Convolutional Neural NetworksIn Proceedings of the International Conference on Machine Learning (ICML), 2021