Hong Kong Polytechnic University

The Impact of Household Housing Unaffordability on Subjective Happiness: an Analysis of the Moderating Role of Amenities

Abstract This paper investigates the relationship between household housing unaffordability and subjective happiness in urban China. We propose a novel framework to measure household housing unaffordability as a form of long-run affordability pressure, by comparing the relative p...

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

Abstract Large language models (LLMs) have emerged as important tools in healthcare, showing growing potential for clinical reasoning and patient care. This survey examines recent progress in medical LLMs, focusing on reasoning applications and requirements. We present a dual-vie...

All-Optically Controlled Memristive Reservoir Computing Capable of Bipolar and Parallel Coding

Physical reservoir computing (RC) utilizes intrinsic dynamics of physical systems for efficient data processing. Emerging optoelectronic RC platforms merge the benefits of electronic and photonic computation. However, conventional designs are constrained by the unipolar photoresp...