Jiawei Guan

15 papers A* 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Systematic Study on Early Stopping Metrics in HPO and the Implications of Uncertainty.
Proc. VLDB Endow.
Jiawei Guan, Feng Zhang, Jiesong Liu, Xiaoyong Du, Xipeng Shen
2025 J jnl
Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices.
IEEE Trans. Cloud Comput.
Feng Zhang, Chenyang Zhang, Jiawei Guan, Qiangjun Zhou, Kuangyu Chen, Xiao Zhang, Bingsheng He, Jidong Zhai, Xiaoyong Du
2025 J jnl
Improving Time Series Data Compression in Apache IoTDB.
Proc. VLDB Endow.
Yuxin Tang, Feng Zhang, Jiawei Guan, Yuan Tian, Xiangdong Huang, Chen Wang, Jianmin Wang, Xiaoyong Du
2025 A* conf
P(all-atom) Is Unlocking New Path For Protein Design.
ICML
Wei Qu, Jiawei Guan, Rui Ma, Ke Zhai, Weikun Wu, Haobo Wang
2024 J jnl
Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination.
IEEE Trans. Computers
Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Saiqin Long, Xiaoyong Du, Xipeng Shen
2024 J jnl
HocoPG: A Database System with Homomorphic Compression for Text Processing.
Proc. VLDB Endow.
Jiawei Guan, Feng Zhang, Yuxin Tang, Weitang Ye, Xiaoyong Du
2024 J jnl
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics.
Proc. VLDB Endow.
Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du
2024 A* conf
UQ-Guided Hyperparameter Optimization for Iterative Learners.
NeurIPS
Jiesong Liu, Feng Zhang, Jiawei Guan, Xipeng Shen
2023 J jnl
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression.
Proc. ACM Manag. Data
Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du
2023 J jnl
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.
IEEE Trans. Knowl. Data Eng.
Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen
2023 J jnl
Homomorphic Compression: Making Text Processing on Compression Unlimited.
Proc. ACM Manag. Data
Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du
2023 — conf
Space-Efficient TREC for Enabling Deep Learning on Microcontrollers.
ASPLOS (3)
Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen
2022 A* conf
DREW: Efficient Winograd CNN Inference with Deep Reuse.
WWW
Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen
2022 A* conf
TREC: Transient Redundancy Elimination-based Convolution.
NeurIPS
Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen
2020 J jnl
Residual network with detail perception loss for single image super-resolution.
Comput. Vis. Image Underst.
Zhijie Wen, Jiawei Guan, Tieyong Zeng, Ying Li