Jiawei Guan

According to our database, Jiawei Guan authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

A Systematic Study on Early Stopping Metrics in HPO and the Implications of Uncertainty.

Jiawei Guan, Feng Zhang, Jiesong Liu, Xiaoyong Du, Xipeng Shen

Proc. VLDB Endow., February, 2025

Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices.

Feng Zhang, Chenyang Zhang, Jiawei Guan, Qiangjun Zhou, Kuangyu Chen, Xiao Zhang, Bingsheng He, Jidong Zhai, Xiaoyong Du

IEEE Trans. Cloud Comput., 2025

2024

Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination.

Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Saiqin Long, Xiaoyong Du, Xipeng Shen

IEEE Trans. Computers, December, 2024

HocoPG: A Database System with Homomorphic Compression for Text Processing.

Jiawei Guan, Feng Zhang, Yuxin Tang, Weitang Ye, Xiaoyong Du

Proc. VLDB Endow., August, 2024

Improving Graph Compression for Efficient Resource-Constrained Graph Analytics.

Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du

Proc. VLDB Endow., May, 2024

UQ-Guided Hyperparameter Optimization for Iterative Learners.

Jiesong Liu, Feng Zhang, Jiawei Guan, Xipeng Shen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Homomorphic Compression: Making Text Processing on Compression Unlimited.

Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du

Proc. ACM Manag. Data, December, 2023

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.

Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen

IEEE Trans. Knowl. Data Eng., October, 2023

CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression.

Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du

Proc. ACM Manag. Data, 2023

Space-Efficient TREC for Enabling Deep Learning on Microcontrollers.

Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

DREW: Efficient Winograd CNN Inference with Deep Reuse.

Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

TREC: Transient Redundancy Elimination-based Convolution.

Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Residual network with detail perception loss for single image super-resolution.

Zhijie Wen, Jiawei Guan, Tieyong Zeng, Ying Li

Comput. Vis. Image Underst., 2020