Xiao-Yi Lu

Most-cited papers

An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression
Jia-Jun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai +10 more
2023IEEE International Parallel and Distributed Processing Symposium27 citations Open access
Semantic Scholar
Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiao-Yi Lu
2023IEEE Symposium on High-Performance Interconnects17 citations
Semantic Scholar
Understanding hot interconnects with an extensive benchmark survey
Yuke Li, Hao Qi, Gang Lu, Feng Jin +2 more
2022BenchCouncil Transactions on Benchmarks, Standards and Evaluations13 citations Open access
Semantic Scholar
Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures
Yuke Li, Arjun Kashyap, Wei-Cong Chen, Yanfei Guo +1 more
2024IEEE International Parallel and Distributed Processing Symposium12 citations
Semantic Scholar
High-Speed Data Communication With Advanced Networks in Large Language Model Training
Liu-Yao Dai, Hao Qi, Wei-Cong Chen, Xiao-Yi Lu
2024IEEE Micro12 citations
Semantic Scholar
Understanding the Idiosyncrasies of Emerging BlueField DPUs
Arjun Kashyap, Yuke Li, Darren Ng, Xiao-Yi Lu
2025International Conference on Supercomputing11 citations Open access
Semantic Scholar
DPU-KV: On the Benefits of DPU Offloading for In-Memory Key-Value Stores at the Edge
Arjun Kashyap, Yuke Li, Xiao-Yi Lu
2025IEEE International Symposium on High-Performance Parallel Distributed Computing9 citations Open access
Semantic Scholar
Performance Characterization of Large Language Models on High-Speed Interconnects
Hao Qi, Liu-Yao Dai, Wei-Cong Chen, Zhen Jia +1 more
2023IEEE Symposium on High-Performance Interconnects9 citations
Semantic Scholar
Compression Analysis for BlueField-2/-3 Data Processing Units: Lossy and Lossless Perspectives
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiao-Yi Lu
2024IEEE Micro8 citations
Semantic Scholar
HPC-R1: Characterizing R1-like Large Reasoning Models on HPC
Adam Weingram, Duo Zhang, Zhonghao Chen, Hao Qi +1 more
2025International Conference on Software Composition7 citations Open access
Semantic Scholar
Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications
Md Hasanur Rahman, Sheng Di, Shengjian Guo, Xiao-Yi Lu +2 more
2024IEEE International Parallel and Distributed Processing Symposium6 citations
Semantic Scholar
FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems
Zhonghao Chen, Wei-Cong Chen, Duo Zhang, Kibaek Kim +3 more
2025IFIP International Information Security Conference5 citations Open access
Semantic Scholar
DPAR: High-Performance, Secure, and Scalable Differential Privacy-based AllReduce
Hao Qi, Wei-Cong Chen, Cheng-Hong Wang, Xiao-Yi Lu
2025International Conference on Software Composition4 citations Open access
Semantic Scholar
NVMe-oPF: Designing Efficient Priority Schemes for NVMe-over-Fabrics with Multi-Tenancy Support
Darren Ng, Andrew Lin, Arjun Kashyap, Guan-Peng Li +1 more
2024IEEE International Parallel and Distributed Processing Symposium3 citations
Semantic Scholar
When RDMA Goes Long-Haul: Characterization, Modeling, and Verbs-Level Emulation with Implications for Federated Learning
Yuke Li, Zhonghao Chen, Xiao-Yi Lu
2026IEEE International Symposium on High-Performance Parallel Distributed Computing1 citations Open access
Semantic Scholar
FedMECA: Scalable Federated Learning via Memory-Efficient and Concurrent Aggregation
Zhonghao Chen, Duo Zhang, Xiao-Yi Lu
2026CAIS1 citations Open access
Semantic Scholar
CCLInsight: Unveiling Insights in GPU Collective Communication Libraries via Primitive-Centric Analysis
Liu-Yao Dai, Adam Weingram, Wei-Cong Chen, Xiao-Yi Lu
2026Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering1 citations Open access
Semantic Scholar
PACER: A Userspace Network Rate Controller in MPI with Adaptive Compression for Parallel Applications
Yuke Li, Darren Ng, Arjun Kashyap, Sheng Di +2 more
2026International Conference on Supercomputing1 citations Open access
Semantic Scholar
An Early Case Study with Multi-Tenancy Support in SPDK’s NVMe-over-Fabric Designs
Darren Ng, C. Parkinson, Andrew Lin, Arjun Kashyap +1 more
1 citations
Semantic Scholar
SBMGT: Scaling Bayesian Multinomial Group Testing
Wei-Cong Chen, Hao Qi, Curtis Tatsuoka, Xiao-Yi Lu
2025ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming0 citations Open access
Semantic Scholar