Zhenli Sheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Memory Bandwidth

Neural Architecture

Failure Prediction

Top Venues

DASFAA (Workshops)

Proc. VLDB Endow.

Publications

Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao
Investigating Memory Failure Prediction Across CPU Architectures. CoRR (2024)
Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. Proc. VLDB Endow. 17 (9) (2024)
Xinle Wu, Xingjian Wu, Bin Yang, Lekui Zhou, Chenjuan Guo, Xiangfei Qiu, Jilin Hu, Zhenli Sheng, Christian S. Jensen
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting. VLDB J. 33 (5) (2024)
Kaidi Li, Tianmeng Yang, Min Zhou, Jiahao Meng, Shendi Wang, Yihui Wu, Boshuai Tan, Hu Song, Lujia Pan, Fan Yu, Zhenli Sheng, Yunhai Tong
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning. KDD (2024)
Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. CoRR (2024)
Bowen Pang, Sicong Liu, Hongli Wang, Bin Guo, Yuzhan Wang, Hao Wang, Zhenli Sheng, Zhongyi Wang, Zhiwen Yu
AdaMEC: Towards a Context-adaptive and Dynamically Combinable DNN Deployment Framework for Mobile Edge Computing. ACM Trans. Sens. Networks 20 (1) (2024)
Haonan Chen, Zhicheng Dou, Xuetong Hao, Yunhao Tao, Shiren Song, Zhenli Sheng
Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training. CoRR (2024)
Kaidi Li, Tianmeng Yang, Min Zhou, Jiahao Meng, Shendi Wang, Yihui Wu, Boshuai Tan, Hu Song, Lujia Pan, Fan Yu, Zhenli Sheng, Yunhai Tong
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning. CoRR (2024)
Haonan Chen, Zhicheng Dou, Xuetong Hao, Yunhao Tao, Shiren Song, Zhenli Sheng
Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training. KDD (2024)
Bowen Pang, Sicong Liu, Hongli Wang, Bin Guo, Yuzhan Wang, Hao Wang, Zhenli Sheng, Zhongyi Wang, Zhiwen Yu
AdaMEC: Towards a Context-Adaptive and Dynamically-Combinable DNN Deployment Framework for Mobile Edge Computing. CoRR (2023)
Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. DASFAA (Workshops) (2023)
Liang Hu, Lanjun Wang, Zirui Zhou, Zhenli Sheng, Yong Zhang
Network-wide Traffic Signal Optimization under Connected Vehicles Environment. ITSC (2021)