Guiming Xie

According to our database, Guiming Xie authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

HMI: hierarchical knowledge management for efficient multi-tenant inference in pretrained language models.

Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Qin Xie, Guiming Xie, Xuejian Gong

VLDB J., July, 2025

Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models.

Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Yang You, Guiming Xie, Xuejian Gong, Kunlong Zhou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs.

Junlin Lv, Yuan Feng, Xike Xie, Xin Jia, Qirong Peng, Guiming Xie

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Eliminating Data Processing Bottlenecks in GNN Training over Large Graphs via Two-level Feature Compression.

Yuxin Ma, Ping Gong, Tianming Wu, Jiawei Yi, Chengru Yang, Cheng Li, Qirong Peng, Guiming Xie, Yongcheng Bao, Haifeng Liu, Yinlong Xu

Proc. VLDB Endow., July, 2024