PhD in Computer Science
The University of Auckland
Master of Integrated Circuit Engineering
Shanghai Jiao Tong University
Bachelor of Communication Engineering
Harbin Engineering University
Physics-informed neural networks (PINNs) provide strong generalization for battery state-of-health (SOH) estimation, but their sine activations make aggressive low-bit quantization …
An interactive GPU–FPGA LLM demonstration for prospective students at the University of Auckland Open Day.
Financial sentiment analysis(FSA) plays a critical role in algorithmic trading and market risk assessment. However, most existing approaches define sentiment purely through …
Post-training quantization (PTQ) is essential for efficient inference of large language models, yet remains challenging due to activation outliers with large magnitudes. …
Topic: Efficient FPGA Deployment of Power-of-Two Quantized Networks via Dynamic Hierarchical Base-Exponent Offset Encoding
