Author

Hao-Wei Li

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Book Open access Aug 2026

Hierarchical Shared Memory-Aware Optimization for TRSM on GPU Platforms

HSMA-TRSM is presented, a hierarchical shared memory-aware optimization framework for left-side lower-triangular TRSM on NVIDIA A100, NVIDIA H800, and Hygon DCU Z100 accelerators, and a diagonal block decoupling optimization with an O(IB) shared-memory footprint for diagonal block inversion is introduced.

Xin-Zhe Chen, Hao-Wei Li, Li-Juan Hu et al. · Proceedings of the Internati... · 0 citations

#artificial intelligence Preprint May 2025

LightEMMA: A Longitudinal Evaluation of Vision-Language Models for Autonomous Driving

Empirical findings show that, despite increased model scale and enhanced general reasoning capabilities, successive VLM generations do not consistently achieve better driving performance, and highlight the need for domain-specific adaptation to improve the safety of VLM-based autonomous driving systems.

Zhi-Jie Qiao, Hao-Wei Li, Zhong Cao et al. · 0 citations