Jiesong Liu

According to our database, Jiesong Liu authored at least 10 papers between 2022 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

Generalizing Reuse Patterns for Efficient DNN on Microcontrollers.

Jiesong Liu, Bin Ren, Xipeng Shen

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models.

Jiesong Liu, Brian Park, Xipeng Shen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

G-Learned Index: Enabling Efficient Learned Index on GPU.

Jiesong Liu, Feng Zhang, Lv Lu, Chang Qi, Xiaoguang Guo, Dong Deng, Guoliang Li, Huanchen Zhang, Jidong Zhai, Hechen Zhang, Yuxing Chen, Anqun Pan, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., June, 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

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

Exploring Query Processing on CPU-GPU Integrated Edge Device.

Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2022

Approximating Probabilistic Group Steiner Trees in Graphs.

Shuang Yang, Yahui Sun, Jiesong Liu, Xiaokui Xiao, Rong-Hua Li, Zhewei Wei

Proc. VLDB Endow., 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