Argonne National Laboratory
|Research Intern
US
Yafan Huang
Work
Education
The University of Iowa
United States of America
PhD
Huazhong University of Science and Technology
China
Master
Hunan University
China
Publications
A Survey on Error-Bounded Lossy Compression for Scientific Datasets
ACM Computing Surveys
journal-article
Understanding Error Sensitivity in Checkpointing for Linear System Solvers
conference-paper
Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
conference-paper
ghZCCL: Advancing GPU-aware Collective Communications with Homomorphic Compression
conference-paper
CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2
conference-paper
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters
conference-paper
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters
conference-paper
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication
conference-paper
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance
conference-paper
Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions
2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE)
conference-paper
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression
2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
conference-paper
Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems
2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS)
conference-paper
Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs
SC22: International Conference for High Performance Computing, Networking, Storage and Analysis
conference-paper
D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems
2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)
conference-paper
Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes
IEEE Transactions on Big Data
journal-article
Hardening selective protection across multiple program inputs for HPC applications
Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
conference-paper
Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
conference-paper
Path-enhanced explainable recommendation with knowledge graphs
World Wide Web
journal-article