I am currently a PhD candidate at Temple University, as a member of Temple AGI Team. My research direction is Artificial General Intelligence. I have been curious about how our mind works. I have devoted myself to exploring the principles of intelligence, building a theory of intelligence, creating intelligent machines, and liberating human beings from burdensome mental work.
📖 Education
- 2022.08 – Now, Ph.D. Computer and Information Sciences, Temple University.
- 2019.09 – 2022.06, M.S. Peking University.
- 2015.09 – 2019.06, B. Eng. University of Science and Technology Beijing.
📝 Publications
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What Do You Mean By “Open World”?. Bowen Xu, NeurIPS 2024 Workshop on Open-World Agents.
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Causal Inference in NARS. Bowen Xu, and Pei Wang*, AGI-Conference 2024 | Video, 2024.07
- Artificial Open World for Evaluating AGI: a Conceptual Design. Bowen Xu*, and Quansheng Ren*, AGI-Conference 2022 | Video, 2022.08 | 视频, 2022.07
- We argued that the major concern of fairly evaluating AGI in practice is to avoid “the trap of developers’ experience”, which means it is humans rather than machines who solve problems.
- The measure of intelligence is related to the adaptive (or learning) speed.
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The Gap between Intelligence and Mind. Bowen Xu, Xinyi Zhan, and Quansheng Ren*, AGI-Conference 2021 | Video, 2021.10
- Estimating the Depth of Anesthesia from EEG Signals Based on a Deep Residual Shrinkage Network. Meng Shi, Ziyu Huang, Guowen Xiao, Bowen Xu, Quansheng Ren*, and Hong Zhao*, Sensors, 2023.
- 4D Attention-based Neural Network for EEG Emotion Recognition. Guowen Xiao, Mengwen Ye, Meng Shi, Bowen Xu, Zhendi Chen, and Quansheng Ren*, Cognitive Neurodynamics, 2021.
Preprint
- A Brain-Inspired Sequence Learning Model based on a Logic. Bowen Xu, 2023.
- The earlier version is the technical report A Model of Sequential Learning based on Non-Axiomatic Logic.
Non-publication
- What is Meant by AGI? On the Definition of Artificial General Intelligence. Bowen Xu, 2024. | Video by James Griffin, 2024.05
- I summarized the genious ideas on the definitions of intelligence proposed in previous works.
- The definition of AGI was provided, “An Artificial General Intelligence (AGI) system is a computer that is adaptive to the open environment with limited computational resources and that satisfies certain principles.” The terms ‘adaptive’, ‘open environment’, and ‘certain principles’ were specified in the paper.
- AGI Survey (in progress)
- Please contact me if you have suggestions or want to collaborate.
Blog Posts
- Artificial General Intelligence: What it is, How to Evaluate it, and How to Realize it. Bowen Xu, 2024.
- [Chinese] 通用人工智能:是什么?如何测试?如何实现?, 徐博文, 集智俱乐部公众号, 2024.
- [Chinese] 智能是什么?, 徐博文, 集智俱乐部公众号, 2023.
🎖 Honors, Awards, and Patents
- 2019, Outstanding Dissertation Award of Beijing
- 2019, Outstanding Graduate of Beijing
- 2020, China Graduate Mathematical Modeling Competition, the National Second Prize
- 2014, China Adolescent Robotics Competition, the National Second Prize
- 2014, Fujian Adolescent Robotics Competition, the Provincial Champion
- 2022, A Method of Constructing Sparse Look-Up Table, Invention Patent, Applied (ZL202210465837.8), China
- 2020, A Magnetic-Field-based Orientation Method for Human-Computer Interaction, Invention Patent, Granted (ZL201810413360.2), China
🤝 Service
- Program Committee, Conference on Artificial General Intelligence, 2023&2024.
- Teaching Assistant for CIS 1057 Computer Programming in C, 2022.08 – 2024.05
- Teaching Assistant for CIS 4517/5517 Data-intensive and Cloud Computing, 2024.08 – Now
⚙ Projects
- SeL-NAL: A Brain-inspired Sequence Learning Model based on Non-Axiomatic Logic (NAL).
- PyNARS: an implementation of NARS (Non-Axiomatic Reasoning System).
- SparseLUT: Sparse Look-Up-Table.
- narsese-vscode-extension: a Narsese (the representation language of NARS) syntax highlighting extension for Visual Studio Code.
© Bowen Xu