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LLM Agents Meet Lossy Compression: Benchmark, Demystify and Optimize across HPC Architectures
ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'26)
Towards Building Reliable Machine Learning Surrogates for Scientific Applications
IEEE Cloud Summit 2026
FLYING SERVING: On-the-Fly Parallelism Switching for Large Language Model Serving
Best Paper Award nomineeACM International Conference on Supercomputing (ICS'26)
LUMOS: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation
IEEE International Parallel & Distributed Processing Symposium (IPDPS'26)
Evaluating LLM Coding Agents on SZ-Family Lossy Compression Across Architectures
IPDPS HPAI4S'26 WorkshopIEEE IPDPS Workshops
Enabling Unstructured Sparse Fine-Tuning and Inference for Foundation Models on Wafer-Scale Engine
SC'25 ExHetAI Workshop
HurriCast: Synthetic Tropical Cyclone Track Generation for Hurricane Forecasting
AAAI 2025 Spring Symposium Series
Framework for tracking metadata, lineage and model provenance in hybrid simulation-AI HPC exascale workflows
CUG'25: Proceedings of the Cray User Group
TimeX++: Learning Time-Series Explanations with Information Bottleneck
41st International Conference on Machine Learning (ICML'24)
Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate Models for HPC Applications
ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC'23)
Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'23)
Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation
International Conference on Very Large Data Bases (VLDB'21)
MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System
ACM International Conference on Supercomputing (ICS'21)
Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU
ACM European Conference on Computer Systems (EuroSys'21)
Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation
ACM/IEEE International Conference for High Performance Computing (SC'20)
Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation
ACM/IEEE International Conference for High Performance Computing (SC'19)
Modeling Application Resilience in Large Scale Parallel Execution
International Conference on Parallel Processing (ICPP'18)