Luanzheng Guo

60 papers A* 2A 6B 6C 3Misc 1Journal 26Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-threaded Programs.
CoRR
Xiang Fu, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato, Dong H. Ahn, Ignacio Laguna, Gregory L. Lee, Martin Schulz
2026 J jnl
LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models.
CoRR
Minqiu Sun, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai
2026 A* conf
Order-Preserving Dimension Reduction for Multimodal Semantic Embedding.
AAAI
Chengyu Gong, Gefei Shen, Luanzheng Guo, Nathan R. Tallent, Dongfang Zhao
2026 J jnl
QoSFlow: Ensuring Service Quality of Distributed Workflows Using Interpretable Sensitivity Models.
CoRR
Md. Hasanur Rashid, Jesun Firoz, Nathan R. Tallent, Luanzheng Guo, Meng Tang, Dong Dai
2026 J jnl
SCOPE: Semantic Coreset with Orthogonal Projection Embeddings for Federated learning.
CoRR
Md. Anwar Hossen, Nathan R. Tallent, Luanzheng Guo, Ali Jannesary
2026 J jnl
Scrutinizing Variables for Checkpoint Using Automatic Differentiation.
CoRR
Xin Huang, Weiping Zhang, Shiman Meng, Wubiao Xu, Xiang Fu, Luanzheng Guo, Kento Sato
2025 A conf
BMQSim: Overcoming Memory Constraints in Quantum Circuit Simulation with a High-Fidelity Compression Framework.
ICS
Boyuan Zhang, Bo Fang, Fanjiang Ye, Luanzheng Guo, Fengguang Song, Nathan R. Tallent, Dingwen Tao
2025 — conf
Exploration of LLM Lossless Compression on Scientific Data.
IPDPS (Workshops)
Max H. Faykus, Luanzheng Guo, Rizwan A. Ashraf, Jan Strube, Jon C. Calhoun, Nathan R. Tallent
2025 B conf
FastFlow: Rapid Workflow Response By Prioritizing Critical Data Flows and their Interactions.
SSDBM
Jesun Sahariar Firoz, Hyungro Lee, Luanzheng Guo, Meng Tang, Nathan R. Tallent, Zhen Peng
2025 A conf
FlowForecaster: Automatically Inferring Detailed & Interpretable Workflow Scaling Models for Forecasts.
IPDPS
Hyungro Lee, Jesun Firoz, Nathan R. Tallent, Luanzheng Guo, Mahantesh Halappanavar
2025 B conf
High-performance Visual Semantics Compression for AI-Driven Science.
PPoPP
Boyuan Zhang, Luanzheng Guo, Jiannan Tian, Jinyang Liu, Daoce Wang, Fanjiang Ye, Chengming Zhang, Jan Strube, Nathan R. Tallent, Dingwen Tao
2025 J jnl
HybHuff: Lossless Compression for Hypergraphs via Entropy-Guided Huffman-Bitwise Coordination.
CoRR
Tianyu Zhao, Dongfang Zhao, Luanzheng Guo, Nathan R. Tallent
2025 — conf
LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models.
SC Workshops
Minqiu Sun, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai
2025 J jnl
On The Reproducibility Limitations of RAG Systems.
CoRR
Baiqiang Wang, Dongfang Zhao, Nathan R. Tallent, Luanzheng Guo
2025 — conf
PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training.
SoCC
Talha Mehboob, Luanzheng Guo, Nathan R. Tallent, Michael Zink, David Irwin
2025 J jnl
PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training.
CoRR
Talha Mehboob, Luanzheng Guo, Nathan R. Tallent, Michael Zink, David Irwin
2025 A* conf
ProHD: Projection-Based Hausdorff Distance Approximation.
ICDM
Jiuzhou Fu, Luanzheng Guo, Nathan R. Tallent, Dongfang Zhao
2025 J jnl
ProHD: Projection-Based Hausdorff Distance Approximation.
CoRR
Jiuzhou Fu, Luanzheng Guo, Nathan R. Tallent, Dongfang Zhao
2025 — conf
Quantifying AWS S3 I/O Performance Boundaries Using the Roofline Model.
SC Workshops
Meng Tang, Zhaobin Zhu, Luanzheng Guo, James G. Bandy, Tim Carlson, Sarah Neuwirth, Anthony Kougkas, Xian-He Sun, Nathan R. Tallent
2025 J jnl
SuperSAM: Crafting a SAM Supernetwork via Structured Pruning and Unstructured Parameter Prioritization.
CoRR
Waqwoya Abebe, Sadegh Jafari, Sixing Yu, Akash Dutta, Jan Strube, Nathan R. Tallent, Luanzheng Guo, J. Pablo Muñoz, Ali Jannesari
2024 J jnl
A Visual Comparison of Silent Error Propagation.
IEEE Trans. Vis. Comput. Graph.
Zhimin Li, Harshitha Menon, Kathryn M. Mohror, Shusen Liu, Luanzheng Guo, Peer-Timo Bremer, Valerio Pascucci
2024 — conf
An Efficient Checkpointing System for Large Machine Learning Model Training.
SC Workshops
Wubiao Xu, Xin Huang, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato
2024 A conf
AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis.
SC
Xiang Fu, Weiping Zhang, Shiman Meng, Xin Huang, Wubiao Xu, Luanzheng Guo, Kento Sato
2024 J jnl
AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis.
CoRR
Xiang Fu, Weiping Zhang, Xin Huang, Shiman Meng, Wubiao Xu, Luanzheng Guo, Kento Sato
2024 — conf
Benchmarking Variables for Checkpointing in HPC Applications.
IPDPS (Workshops)
Xiang Fu, Xin Huang, Wubiao Xu, Weiping Zhang, Shiman Meng, Luanzheng Guo, Kento Sato
2024 C conf
DaYu: Optimizing Distributed Scientific Workflows by Decoding Dataflow Semantics and Dynamics.
CLUSTER
Meng Tang, Jaime Cernuda, Jie Ye, Luanzheng Guo, Nathan R. Tallent, Anthony Kougkas, Xian-He Sun
2024 C conf
Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi - Threaded Programs.
CLUSTER
Xiang Fu, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato, Dong H. Ahn, Ignacio Laguna, Gregory L. Lee, Martin Schulz
2024 J jnl
Final Report for CHESS: Cloud, High-Performance Computing, and Edge for Science and Security.
CoRR
Nathan R. Tallent, Jan Strube, Luanzheng Guo, Hyungro Lee, Jesun Firoz, Sayan Ghosh, Bo Fang, Oceane Bel, Steven R. Spurgeon, Sarah Akers, Christina Doty, Erol Cromwell
2024 B conf
Identifying Outliers in AI-based Image Compression.
IEEE Big Data
Rizwan A. Ashraf, Luanzheng Guo, Hyungro Lee, Nathan R. Tallent
2024 B conf
Improving I/O-aware Workflow Scheduling via Data Flow Characterization and trade-off Analysis.
IEEE Big Data
Luanzheng Guo, Meng Tang, Hyungro Lee, Jesun Firoz, Nathan R. Tallent
2024 J jnl
OPDR: Order-Preserving Dimension Reduction for Semantic Embedding of Multimodal Scientific Data.
CoRR
Chengyu Gong, Gefei Shen, Luanzheng Guo, Nathan R. Tallent, Dongfang Zhao
2024 J jnl
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation.
CoRR
Waqwoya Abebe, Jan Strube, Luanzheng Guo, Nathan R. Tallent, Oceane Bel, Steven R. Spurgeon, Christina Doty, Ali Jannesari
2024 — conf
Scrutinizing Variables for Checkpoint Using Automatic Differentiation.
SC Workshops
Xin Huang, Wubiao Xu, Shiman Meng, Weiping Zhang, Xiang Fu, Luanzheng Guo, Kento Sato
2024 — conf
Shifting Between Compute and Memory Bounds: A Compression-Enabled Roofline Model.
SC Workshops
Ramasoumya Naraparaju, Tianyu Zhao, Yanting Hu, Dongfang Zhao, Luanzheng Guo, Nathan R. Tallent
2023 — conf
A High-dimensional Algorithm-Based Fault Tolerance Scheme.
IPDPS Workshops
Xiang Fu, Hao Tang, Huimin Liao, Xin Huang, Wubiao Xu, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato
2023 B conf
Automatic Code Generation for High-Performance Graph Algorithms.
PACT
Zhen Peng, Rizwan A. Ashraf, Luanzheng Guo, Ruiqin Tian, Gokcen Kestor
2023 A conf
Data Flow Lifecycles for Optimizing Workflow Coordination.
SC
Hyungro Lee, Luanzheng Guo, Meng Tang, Jesun Firoz, Nathan R. Tallent, Anthony Kougkas, Xian-He Sun
2023 — conf
Im2win: An Efficient Convolution Paradigm on GPU.
Euro-Par
Shuai Lu, Jun Chu, Luanzheng Guo, Xu T. Liu
2023 J jnl
Im2win: An Efficient Convolution Paradigm on GPU.
CoRR
Shuai Lu, Jun Chu, Luanzheng Guo, Xu T. Liu
2023 — conf
LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra.
ACDA
Luanzheng Guo, Jesun Firoz, Gokcen Kestor
2023 — conf
On Higher-performance Sparse Tensor Transposition.
IPDPS Workshops
Luanzheng Guo, Gokcen Kestor
2023 — conf
Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC.
ISC Workshops
Luanzheng Guo, Jay F. Lofstead, Jie Ren, Ignacio Laguna, Gokcen Kestor, Line Pouchard, Dossay Oryspayev, Hyeran Jeon
2022 B conf
Towards Supporting Semiring in MLIR-Based COMET Compiler.
PACT
Luanzheng Guo, Rizwan A. Ashraf, Ryan D. Friese, Gokcen Kestor
2021 — conf
A High Performance Sparse Tensor Algebra Compiler in MLIR.
LLVM-HPC@SC
Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren, Gokcen Kestor
2021 J jnl
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR.
CoRR
Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren, Gokcen Kestor
2021 J jnl
MATCH: An MPI Fault Tolerance Benchmark Suite.
CoRR
Luanzheng Guo, Giorgis Georgakoudis, Konstantinos Parasyris, Ignacio Laguna, Dong Li
2021 J jnl
MOARD: Modeling Application Resilience to Transient Faults on Data Objects.
CoRR
Luanzheng Guo, Dong Li
2021 J jnl
PARIS: Predicting application resilience using machine learning.
J. Parallel Distributed Comput.
Luanzheng Guo, Dong Li, Ignacio Laguna
2021 J jnl
Reinit++: Evaluating the Performance of Global-Restart Recovery Methods For MPI Fault Tolerance.
CoRR
Giorgis Georgakoudis, Luanzheng Guo, Ignacio Laguna
2020 — —
Characterization and Modeling of Error Resilience in HPC Applications
Luanzheng Guo
2020 — conf
MATCH: An MPI Fault Tolerance Benchmark Suite.
IISWC
Luanzheng Guo, Giorgis Georgakoudis, Konstantinos Parasyris, Ignacio Laguna, Dong Li
2020 C conf
Reinit
ISC
Giorgis Georgakoudis, Luanzheng Guo, Ignacio Laguna
2019 A conf
MOARD: Modeling Application Resilience to Transient Faults on Data Objects.
IPDPS
Luanzheng Guo, Dong Li
2018 J jnl
A Preliminary Study of Neural Network-based Approximation for HPC Applications.
CoRR
Wenqian Dong, Luanzheng Guo, Dong Li
2018 J jnl
FlipTracker: Understanding Natural Error Resilience in HPC Applications.
CoRR
Luanzheng Guo, Dong Li, Ignacio Laguna, Martin Schulz
2018 A conf
FlipTracker: understanding natural error resilience in HPC applications.
SC
Luanzheng Guo, Dong Li, Ignacio Laguna, Martin Schulz
2018 J jnl
PARIS: Predicting Application Resilience Using Machine Learning.
CoRR
Luanzheng Guo, Dong Li, Ignacio Laguna
2017 J jnl
Application-Level Resilience Modeling for HPC Fault Tolerance.
CoRR
Luanzheng Guo, Hanlin He, Dong Li
2017 J jnl
Indoor Frame Recovery from Refined Line Segments.
CoRR
Luanzheng Guo, Jun Chu
2013 Misc conf
Indoor frame recovering via line segments refinement and voting.
ICASSP
Jun Chu, Luanzheng Guo, Lingfeng Wang, Chunhong Pan, Shiming Xiang