From Search-based E-Commerce to Attention-based E-Commerce Agents
This project aims to develop AI-based agents for attention-driven e-commerce applications that support real-time engagement, adaptive responses, and autonomous decision-making.
Risk-sensitive Markov Decision Processes and Reinforcement Learning for Liquidity Management
The project will deliver an Integrated RWA Liquidity Engine that combines risk-sensitive optimization with multi-agent reinforcement learning to jointly manage AMM spreads and funding vault solvency.
Passive and Low-Cost Downside Risk Management for Hong Kong’s Mandatory Provident Fund (MPF)
The project proposes a passive, low-cost, cross-sectional downside-risk management framework that redesigns MPF equity building blocks. The HKAIFT SafeSelect Index will select the most resilient 80% of stocks, alongside benchmark-aware overlays with tracking-error and turnover controls suitable for MPF mandates. Besides, the project will enhance an AI-driven MPF Chatbot to improve retirement decision-making and financial literacy among MPF members.
Discussing the Cross-border E-Commerce Market and Cross-border E-Commerce Financing
Cross-Border E-Commerce Market With the rapid development of the global digital economy, cross-border e-commerce has become an important aspect of growing global trade. A premier example of this is Amazon. Amazon, as one of the…
The Next LLMs Development: Mixture-of-Experts with Expert Choice Routing
The field of Natural Language Processing (NLP) has made significant progress in recent years due to the development of large and sophisticated deep learning models, with transformer-based language models being the most popular. These models…
DeepMind’s Game-playing AI Improves Human-devised Algorithms
Google DeepMind, the UK-based AI research company, has achieved two major breakthroughs in computer science using its game-playing AI, AlphaZero. DeepMind used a new version of AlphaZero called AlphaDev to make significant advancements in sorting…