Jianghui Wang

Jianghui is a senior AI developer in the AI Group at AMD. Her current interests include AI agents and embodied AI. She hold a Master’s degree from the Karlsruhe Institute of Technology (KIT) in Germany, where she specialized in machine learning and robotics. Jianghui has worked at Mobis R&D and Li Auto.

Posts by Jianghui Wang

December 23, 2025

GEAK-Triton v2 Family of AI Agents: Kernel Optimization for AMD Instinct GPUs

Introducing GEAK Family - AI-driven agents that automate GPU kernel optimization for AMD Instinct GPUs with hardware-aware feedback

https://rocm.blogs.amd.com/artificial-intelligence/geak-agents-family/README.html

December 23, 2025

GEAK HIP: Expanding GEAK for HIP Code Optimization

Explore the GEAK frameworks AI-driven HIP code optimization for improved performance on AMD GPUs, including speedup examples and benefits for AI workloads.

https://rocm.blogs.amd.com/software-tools-optimization/geak-hip-optimizations/README.html

August 01, 2025

GEAK: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

AMD introduces GEAK, an AI agent for generating optimized Triton GPU kernels, achieving up to 63% accuracy and up to 2.59× speedups on MI300X GPUs.

https://rocm.blogs.amd.com/software-tools-optimization/triton-kernel-ai/README.html