Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Research Advanced in the Object Detection Based on Deep Learning
Published in 2022 International Conference on Applied Physics and Computing (ICAPC), 2022
This paper provides a comprehensive evaluation of object detection research advances, categorizing algorithms into traditional detection algorithms, anchor-based and anchor-free detection algorithms, with experimental analysis on common datasets.
Recommended citation: Chi, B. (2022). "Research Advanced in the Object Detection Based on Deep Learning." 2022 International Conference on Applied Physics and Computing (ICAPC). DOI: 10.1109/ICAPC57304.2022.00092
Download Paper
LLMarking: An automatic short-answer grading system based on large language model
Published in Educational Advances in Artificial Intelligence (EAAI), 2024
This paper introduces an automatic short-answer grading system utilizing large language models, achieving F1 scores of 90.5% and 86.1% on computer science and finance datasets respectively through innovative prompt engineering and model fine-tuning.
Recommended citation: Wang, H., Chi, B., Wu, Y., et al. (2024). "LLMarking: An automatic short-answer grading system based on large language model." 15th Symposium on Educational Advances in Artificial Intelligence (EAAI). Submitted.
Download Paper
Q-LiDAR: Efficient and Accurate Training-Free Quantization for Point Cloud 3D Object Detection Models
Published in Conference on Computer Vision and Pattern Recognition (CVPR), 2024
This paper presents novel dynamic and static post-training quantization techniques for 3D object detection models, achieving 35% reduction in inference time while maintaining accuracy through progressive quantization and sensitivity analysis.
Recommended citation: Chi, B., Zheng, H., & Zhang, M. (2024). "Q-LiDAR: Efficient and Accurate Training-Free Quantization for Point Cloud 3D Object Detection Models." Conference on Computer Vision and Pattern Recognition (CVPR). Submitted.
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.