- DOE announced the first Genesis Mission projects. Our project “An Agentic LLM Workflow for Code Generation and Optimization on Emerging AI Accelerators,” led by Michela Becchi (North Carolina State University), was selected for award negotiations, with Wenqian Dong as PI of the OSU subaward (awards list). Thanks, DOE!
- We received a DOE Argonne National Laboratory (ANL) subaward. Thanks to DOE and Argonne National Laboratory!
- Our paper “LLM Agents Meet Lossy Compression: Benchmark, Demystify and Optimize across HPC Architectures” is accepted in SC’26.
- OSU College of Engineering published a news story, “Wenqian Dong is teaching supercomputers to think differently”.
- Arunavo has received an offer for a summer intern position from PNNL.
- Our paper “FLYING SERVING: On-the-Fly Parallelism Switching for Large Language Model Serving” is selected as a Best Paper Award nominee for ICS 2026.
- A paper “Towards Building Reliable Machine Learning Surrogates for Scientific Applications” is accepted in IEEE Cloud Summit 2026.
- A PhD student Xulu joined Picomp Lab.
- A paper “Evaluating LLM Coding Agents on SZ-Family Lossy Compression Across Architectures” is accepted in IPDPS HPAI4S’26.
- A paper “FLYING SERVING: On-the-Fly Parallelism Switching for Large Language Model Serving” is accepted in ACM International Conference on Supercomputing (ICS’26).
- A paper “LUMOS: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation” is accepted in IPDPS’26.
- Two Ph.D. students, Arunavo Dey and Changqing Li, are joining us this fall!
- A paper “Phoenix: Enabling Unstructured Sparse Fine-Tuning and Inference for Foundation Models on Wafer-Scale Engine” is accepted in SC’25 ExHetAI workshop.
- NSF OAC has awarded our project “OAC Core: AI-Surrogate Enhanced Heterogeneous Acceleration for Large-Scale Power Grid Simulation (OAC:2505118)”. Thanks, NSF!
- A paper “HurriCast: Synthetic Tropical Cyclone Track Generation for Hurricane Forecasting” is accepted to the SSS-25 symposium at AAAI 2025.
- A paper “Framework for tracking metadata, lineage and model provenance in hybrid simulation-AI HPC exascale workflows” is accepted in CUG’25.
- Our group moved to Oregon State University!
- NSF OAC has awarded our project “CyberTraining: Pioneering a CI Workforce for Sustainable and Transdisciplinary Environmental Science Research (OAC:2417849)”.
- A paper “TimeX++: Learning Time-Series Explanations with Information Bottleneck” is accepted in ICML’24.
- Our request for resources to advance AI infrastructure has been awarded by the NSF NAIRR Pilot!
- A PhD student Shouwei Gao joined Picomp Lab.
- A paper “Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate Models for HPC Applications” is accepted in HPDC’23.
- The Picomp lab has been lauched in Florida Internationl University at Miami, FL.