Charles Xie

According to our database, Charles Xie authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Vector Databases: What's Really New and What's Next?

Jianguo Wang, Eric Hanson, Guoliang Li, Yannis Papakonstantinou, Harsha Simhadri, Charles Xie

Proc. VLDB Endow., August, 2024

Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment.

Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie

Proc. ACM Manag. Data, February, 2024

2023

Using learning analytics to support students' engineering design: the angle of prediction.

Wanli Xing, Bo Pei, Shan Li, Guanhua Chen, Charles Xie

Interact. Learn. Environ., July, 2023

Teaching thermodynamics with augmented interaction and learning analytics.

Wanli Xing, Xudong Huang, Chenglu Li, Charles Xie

Comput. Educ., April, 2023

The role of self-regulated learning on science and design knowledge gains in engineering projects.

Juan Zheng, Wanli Xing, Xudong Huang, Shan Li, Guanhua Chen, Charles Xie

Interact. Learn. Environ., January, 2023

FARGO: Fast Maximum Inner Product Search via Global Multi-Probing.

Xi Zhao, Bolong Zheng, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen

Proc. VLDB Endow., 2023

Integrating infrared technologies in science learning: An evidence-based reasoning perspective.

Bo Pei, Wanli Xing, Gaoxia Zhu, Kristine Antonyan, Charles Xie

Educ. Inf. Technol., 2023

Using Computer Graphics to Make Science Visible in Engineering Education.

Charles Xie, Xiaotong Ding, Rundong Jiang

IEEE Computer Graphics and Applications, 2023

Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search.

Bolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Engaging Students in Distance Learning of Science With Remote Labs 2.0.

Charles Xie, Chenglu Li, Shannon Sung, Rundong Jiang

IEEE Trans. Learn. Technol., 2022

Manu: A Cloud Native Vector Database Management System.

Rentong Guo, Xiaofan Luan, Long Xiang, Xiao Yan, Xiaomeng Yi, Jigao Luo, Qianya Cheng, Weizhi Xu, Jiarui Luo, Frank Liu, Zhenshan Cao, Yanliang Qiao, Ting Wang, Bo Tang, Charles Xie

Proc. VLDB Endow., 2022

Using machine learning to predict engineering technology students' success with computer-aided design.

Jasmine Singh, Viranga Perera, Alejandra J. Magana, Brittany Newell, Jin Wei-Kocsis, Ying Ying Seah, Greg J. Strimel, Charles Xie

Comput. Appl. Eng. Educ., 2022

2021

Enhancing distance learning of science - Impacts of remote labs 2.0 on students' behavioural and cognitive engagement.

Shannon Hsianghan-Huang Sung, Chenglu Li, Xudong Huang, Charles Xie

J. Comput. Assist. Learn., 2021

Milvus: A Purpose-Built Vector Data Management System.

Jianguo Wang, Xiaomeng Yi, Rentong Guo, Hai Jin, Peng Xu, Shengjun Li, Xiangyu Wang, Xiangzhou Guo, Chengming Li, Xiaohai Xu, Kun Yu, Yuxing Yuan, Yinghao Zou, Jiquan Long, Yudong Cai, Zhenxiang Li, Zhifeng Zhang, Yihua Mo, Jun Gu, Ruiyi Jiang, Yi Wei, Charles Xie

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Part-Aware Product Design Agent Using Deep Generative Network and Local Linear Embedding.

Xingang Li, Charles Xie, Zhenghui Sha

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

Profiling self-regulation behaviors in STEM learning of engineering design.

Juan Zheng, Wanli Xing, Gaoxia Zhu, Guanhua Chen, Henglv Zhao, Charles Xie

Comput. Educ., 2020

Examining temporal dynamics of self-regulated learning behaviors in STEM learning: A network approach.

Shan Li, Hanxiang Du, Wanli Xing, Juan Zheng, Guanhua Chen, Charles Xie

Comput. Educ., 2020

Longitudinal clustering of students' self-regulated learning behaviors in engineering design.

Shan Li, Guanhua Chen, Wanli Xing, Juan Zheng, Charles Xie

Comput. Educ., 2020

Understanding Science Learning Through Writings on Engineering Design.

Xudong Huang, Wanli Xing, Henglv Zhao, Jie Chao, Corey Schimpf, Guanhua Chen, Charles Xie

Proceedings of the Interdisciplinarity in the Learning Sciences: Proceedings of the 14th International Conference of the Learning Sciences, 2020

Augmented scientific investigation: support the exploration of invisible "fine details" in science via augmented reality.

Shiyan Jiang, Xudong Huang, Charles Xie, Shannon Sung, Rabia Yalcinkaya

Proceedings of the 19th ACM International Conference on Interaction Design and Children, 2020

2018

Learning and teaching engineering design through modeling and simulation on a CAD platform.

Charles Xie, Corey Schimpf, Jie Chao, Saeid Nourian, Joyce Massicotte

Comput. Appl. Eng. Educ., 2018

Using Machine Learning Techniques to Capture Engineering Design Behaviors.

James P. Bywater, Mark Floryan, Jennifer L. Chiu, Jie Chao, Corey Schimpf, Charles Xie, Camilo Vieira, Alejandra J. Magana, Chandan Dasgupta

Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

2014

Detecting Iterative Cycles of Engineering Design from Student Digital Footprints in Computer-Aided Design Software.

Helen Zhihui Zhang, Charles Xie, Saeid Nourian

Proceedings of the Learning and Becoming in Practice: Proceedings of the 11th International Conference of the Learning Sciences, 2014

2011

Collaboration as Scaffolding: Learning Together with Dynamic, Interactive Scientific Visualizations and Computer Models.

Marcia C. Linn, Ji Shen, Hsin-Yi Chang, Fang-Pei Hsieh, Beat Schwendimann, Camillia Matuk, Jennifer King Chen, Jennifer L. Chiu, Charles Xie, Baohui Zhang, Daner Sun, Karel Mous, Quee Boon Koh, Bahadia Namdar, Rutchelle Enriquez, Jing Lei, Heng Luo, Sunghye Lee, Hsin-Kai Wu

Proceedings of the 9th International Conference on Computer Supported Collaborative Learning, 2011