Scholar
Lipeng Wan
Google Scholar ID: 2X8UC58AAAAJ
Georgia State University
Scientific Data Management
HPC
Data-Intensive Computing
Storage and I/O
System Resilience
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Citations & Impact
All-time
Citations
1,050
H-index
16
i10-index
24
Publications
20
Co-authors
21
list available
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Publications
7 items
Hesitation-Aware On-Policy Distillation for Diffusion Language Models
2026
Cited
0
Task-Aware Exploration via a Predictive Bisimulation Metric
2026
Cited
0
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
2025
Cited
0
JANUS: Resilient and Adaptive Data Transmission for Enabling Timely and Efficient Cross-Facility Scientific Workflows
2025
Cited
0
Playing Non-embedded Card-Based Games with Reinforcement Learning
International Conference on Intelligent Robotics and Applications · 2025
Cited
0
MInCo: Mitigating Information Conflicts in Distracted Visual Model-based Reinforcement Learning
2025
Cited
0
HPDR: High-Performance Portable Scientific Data Reduction Framework
2025
Cited
0
Resume
Academic Achievements
['Published numerous papers in top-tier venues including IEEE TPDS, Elsevier JPDC, IEEE/ACM SC, IEEE ICDCS, ACM HPDC, IEEE IPDPS, etc.', 'Selected publications:', '— ACM HPDC'23: "RAPIDS: Reconciling Availability, Accuracy, and Performance in Managing Geo-Distributed Scientific Data"', '— IEEE CLUSTER'23: "SciLance: Mitigate Load Imbalance for Parallel Scientific Applications in Cloud Environments"', '— IEEE TPDS 2022: "Understanding the Impact of Data Staging for Coupled Scientific Workflows"', '— IEEE IPDPS'22: "P-ckpt: Coordinated Prioritized Checkpointing"', '— IEEE TPDS 2022: "Improving I/O Performance for Exascale Applications through Online Data Layout Reorganization"', '— IEEE TC 2021: "MGARD+: Optimizing Multilevel Methods for Error-Bounded Scientific Data Reduction"', '— IEEE IPDPS'21: "Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs"', '— IEEE SC'21: "Error-Controlled, Progressive, and Adaptable Retrieval of Scientific Data with Multilevel Decomposition"']
Co-authors
17 total
Scott Klasky
Oak Ridge National Laboratory
Jieyang Chen
University of Oregon
Norbert Podhorszki
Workflow Systems Group, Oak Ridge National Laboratory
Qing Liu
Associate Professor, New Jersey Institute of Technology
Xin Liang
University of Kentucky
David R. Pugmire
Oak Ridge National Laboratory
Jong Youl Choi
Oak Ridge National Laboratory
Qian Gong
Oak Ridge National Lab, Fermilab, Duke University