Benben Liu

15 papers A* 1C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
DeepEBC: Compressing the Pre-Trained LLMs with Error-Bounded Lossy Compression.
SCA/HPC Asia Workshops
Jiaqi Xu, Zhaorui Zhang, Gaolin Wei, Sheng Di, Benben Liu, Xiaodong Yu, Xiaoyi Lu
2025 C conf
A Dynamic Virtual Memory Management System for LLMs on AI Chips.
ICCD
Gaolin Wei, Zhaorui Zhang, Jiaqi Xu, Chen Jason Zhang, Xin Yao, Benben Liu
2025 J jnl
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning.
CoRR
Ping Zhang, Zhaorui Zhang, Sheng Di, Yao Xin, Benben Liu
2025 — conf
Compression Error Sensitivity Analysis for Different Experts in MoE Model Inference.
SC Workshops
Songkai Ma, Zhaorui Zhang, Sheng Di, Benben Liu, Xiaodong Yu, Xiaoyi Lu, Dan Wang
2025 J jnl
FedCSpc: A Cross-Silo Federated Learning System With Error-Bounded Lossy Parameter Compression.
IEEE Trans. Parallel Distributed Syst.
Zhaorui Zhang, Sheng Di, Kai Zhao, Sian Jin, Dingwen Tao, Zhuoran Ji, Benben Liu, Khalid Ayedh Alharthi, Jiannong Cao, Franck Cappello
2025 J jnl
FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression.
IEEE Trans. Parallel Distributed Syst.
Zhaorui Zhang, Sheng Di, Benben Liu, Zhuoran Ji, Guanpeng Li, Xiaoyi Lu, Amelie Chi Zhou, Khalid Ayedh Alharthi, Jiannong Cao
2025 J jnl
HLoRA: Efficient Federated Learning System for LLM Heterogeneous Fine-Tuning.
CoRR
Qianli Liu, Zhaorui Zhang, Xin Yao, Benben Liu
2025 J jnl
MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model?
CoRR
Songkai Ma, Zhaorui Zhang, Sheng Di, Benben Liu, Xiaodong Yu, Xiaoyi Lu, Dan Wang
2024 A* conf
FedFa: A Fully Asynchronous Training Paradigm for Federated Learning.
IJCAI
Haotian Xu, Zhaorui Zhang, Sheng Di, Benben Liu, Khalid Ayedh Alharthi, Jiannong Cao
2024 J jnl
FedFa: A Fully Asynchronous Training Paradigm for Federated Learning.
CoRR
Haotian Xu, Zhaorui Zhang, Sheng Di, Benben Liu, Khalid Ayedh Alharthi, Jiannong Cao
2016 J jnl
FPGA-Based High-Performance Collision Detection: An Enabling Technique for Image-Guided Robotic Surgery.
Frontiers Robotics AI
Zhaorui Zhang, Yao Xin, Benben Liu, Will X. Y. Li, Kit-Hang Lee, Chun-Fai Ng, Danail Stoyanov, Ray C. C. Cheung, Ka-Wai Kwok
2014 J jnl
Design Exploration of Geometric Biclustering for Microarray Data Analysis in Data Mining.
IEEE Trans. Parallel Distributed Syst.
Benben Liu, Chi Wai Yu, Doris Z. Wang, Ray C. C. Cheung, Hong Yan
2014 J jnl
GPU-based biclustering for microarray data analysis in neurocomputing.
Neurocomputing
Benben Liu, Yao Xin, Ray C. C. Cheung, Hong Yan
2013 J jnl
Parallel architecture for DNA sequence inexact matching with Burrows-Wheeler Transform.
Microelectron. J.
Yao Xin, Benben Liu, Biao Min, Will X. Y. Li, Ray C. C. Cheung, Anthony S. Fong, Ting-Fung Chan
2012 — conf
GPU-Based Biclustering for Neural Information Processing.
ICONIP (5)
Alan W. Y. Lo, Benben Liu, Ray C. C. Cheung