News
news full list.
| Apr 06, 2026 PUBLICATION | [ACL 2026 - Main] โจ๐ Paper accepted! Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation |
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| Apr 06, 2026 PUBLICATION | [ACL 2026 - Main] โจ๐ Paper accepted! ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation |
| Mar 18, 2026 ACTIVITY | [TPC Seminar Series] ๐๐ค Took on the role of organizing the TPC virtual seminar series, bringing together speakers from AI, HPC, and AI for Science. Looking forward to building a vibrant research community! |
| Mar 01, 2026 PUBLICATION | [IPDPSw] โจ๐ Paper accepted! See you at IPDPS 2026 in New Orleans! |
| Feb 01, 2026 SERVICE | [ICPP 2026] ๐ Serving as PC member of The 55th International Conference on Parallel Processing (ICPP 2026) |
| Nov 06, 2025 PUBLICATION | [Preprint] ๐ New preprint! OMPILOT: Harnessing Transformer Models for Auto Parallelization to Shared Memory Computing Paradigms |
| Oct 20, 2025 PUBLICATION | [NeurIPS 2025 - Efficient Reasoning] โจ๐ Paper accepted! See you in San Diego! Evaluating the Safety and Skill Reasoning of Large Reasoning Models Under Compute Constraints |
| Oct 01, 2025 SERVICE | [ICLR 2026] ๐ Serving as reviewer for The International Conference on Learning Representations (ICLR) 2026 |
| Sep 30, 2025 PUBLICATION | [IEEE HPEC] ๐๐ Paper accepted with Outstanding Student Paper Award ! UniPar: A Unified LLM-Based Framework for Parallel and Accelerated Code Translation in HPC |
| Sep 10, 2025 PUBLICATION | [SC25 - AI4S] โจ๐ Paper accepted! See you in St. Louis! FIRST: Federated Inference Resource Scheduling Toolkit for Scientific AI Model Access |
| Sep 08, 2025 PUBLICATION | [SC25 - TPC] โจ๐ Paper accepted! Evaluation of Test-Time Compute Constraints on Safety and Skill Large Reasoning Models |
| Jul 30, 2025 PUBLICATION | [ICPP - AI4Dev] โจ๐ Paper accepted! AI Assistants to Enhance and Exploit the PETSc Knowledge Base |
| Jul 28, 2025 ACTIVITY | [SC25 - TPC] ๐๐ค Attended TPC25 and gave a talk on agent-based HPC code translation. Great to be back in San Jose after a year! |
| Jul 01, 2025 GRANT | [LDRD] ๐ co-PI, LDRD 2025-0492 : โNepho: Automating Data Searching for Atmospheric Data Users Using Large Language Modelsโ (AI + Science) |
| Jul 01, 2025 GRANT | [LDRD] ๐ co-PI, LDRD 2025-0487 : โEnergy-Efficient Foundation Model for Power Grid Resilience Analysisโ (AI + Science) |
| Jun 23, 2025 SERVICE | [DSN 2025] ๐ Serving as PC member of The 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks |
| Feb 01, 2025 PUBLICATION | [IPDPS] โจ๐ Paper accepted! PCEBench: A Multi-Dimensional Benchmark for Evaluating Large Language Models in Parallel Code Generation |
| Jan 22, 2025 PUBLICATION | [NAACL 2025] โจ๐ Paper accepted! AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs |
| Dec 27, 2024 PUBLICATION | [Preprint] ๐ New preprint! Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration |
| Sep 26, 2024 PUBLICATION | [NeurIPS 2024] โจ๐ Paper accepted! CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming |
| Aug 26, 2024 PUBLICATION | [Euro-Par 2024] โจ๐ Paper accepted! OMPGPT: A Generative Pre-trained Transformer Model for OpenMP |
| Feb 03, 2024 PUBLICATION | [Preprint] ๐ New preprint! The Landscape and Challenges of HPC Research and LLMs |
| Jan 01, 2024 PUBLICATION | [Preprint] ๐ New preprint! FlashVideo: A Framework for Swift Inference in Text-to-Video Generation |
| Nov 10, 2023 PUBLICATION | [Preprint] ๐ New preprint! CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset |
| Sep 25, 2023 PUBLICATION | [IEEE HPEC] ๐๐ Paper accepted with Outstanding Student Paper Award ! Creating a Dataset for High-Performance Computing Code Translation using LLMs: A Bridge Between OpenMP Fortran and C++ |