Siling Yang

According to our database, Siling Yang authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

ImPACT: Importance-Informed Prefetching and Caching for I/O-Bound DNN Training.

Weijian Chen, Shuibing He, Ruidong Zhang, Xuechen Zhang, Ping Chen, Siling Yang, Haoyang Qu, Xuan Zhan

IEEE Trans. Computers, August, 2025

GoPIM: GCN-Oriented Pipeline Optimization for PIM Accelerators.

Siling Yang, Shuibing He, Wenjiong Wang, Yanlong Yin, Tong Wu, Weijian Chen, Xuechen Zhang, Xian-He Sun, Dan Feng

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference.

Weijian Chen, Shuibing He, Haoyang Qu, Ruidong Zhang, Siling Yang, Ping Chen, Yi Zheng, Baoxing Huai, Gang Chen

Proceedings of the 23rd USENIX Conference on File and Storage Technologies, 2025

2024

Frenzy: A Memory-Aware Serverless LLM Training System for Heterogeneous GPU Clusters.

Zihan Chang, Sheng Xiao, Shuibing He, Siling Yang, Zhe Pan, Dong Li

CoRR, 2024

AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference.

Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators.

Siling Yang, Shuibing He, Hexiao Duan, Weijian Chen, Xuechen Zhang, Tong Wu, Yanlong Yin

IEEE Trans. Parallel Distributed Syst., September, 2023

HOME: A Holistic GPU Memory Management Framework for Deep Learning.

Shuibing He, Ping Chen, Shuaiben Chen, Zheng Li, Siling Yang, Weijian Chen, Lidan Shou

IEEE Trans. Computers, March, 2023

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training.

Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2021

AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator.

Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

Application and Storage-Aware Data Placement and Job Scheduling for Hadoop Clusters.

Tao Li, Shuibing He, Ping Chen, Siling Yang, Yanlong Yin, Cheng Xu

J. Circuits Syst. Comput., 2020