TechTalk

Embodied Photography and Cinematography

Innovation Wing Two, TechTalk / By

April 23, 2026 (Thursday) 10:30pm-11:30pm
Embodied photography and cinematography require a robot to integrate aesthetic judgment, camera control, and scene understanding in real time. This talk presents a unified view of the problem, spanning how robots can learn photographic style from human demonstrations, how they can robustly control focus and exposure in challenging lighting conditions, and how these capabilities can enable new applications such as intelligent birdwatching. We first discuss imitation learning methods that capture photographer intent and composition. We then cover event-based autofocus and auto-exposure systems that maintain image quality under low light and extreme illumination. Finally, we explore open-world tracking and language-guided observation for targeted wildlife capture. Together, these directions suggest a future in which robots act as active visual partners, not just passive imaging devices.

TechTalk – Forge New Quality Productive Forces and Build a Powerful Country in Flexible Electronics

Innovation Wing Two, TechTalk / By

March 25, 2026 (Wednesday) 10:30pm-11:30pm
Flexible electronics is a totally new technological field sharing equal performance with traditional microelectronics. It has unique features such as transformability, portability, light-weight, and large-area application, etc. It is a highly integrated form of disruptive technological innovation. Industrial Internet is a result of the new generation of information technology integrated with manufacturing, which is now driving industrial economy forward from digitalization to closer networking and smarter development. “Flexible Electronics+” will lead the future scientific and technological development of China, improve China’s national competitiveness, and mutually promote the deep integration of networking with smart development and high-quality industrial development. It can give a powerful boost to China’s switch from a big power to a strong power, which is significant in changing the global economic, profit and safety patterns.

TechTalk – MIT’s Research, Education, and Entrepreneurship Ecosystem

Innovation Wing Two, TechTalk / By

March 12, 2026 (Thursday) 4:00pm-5:00pm
MIT is a world-leading university that not only produces breakthrough fundamental research but has also spawned over 30,000 active companies—together representing the world’s tenth-largest economy. MIT has likewise pioneered numerous influential educational initiatives. In this talk, the speaker will share personal observations on MIT’s research, education, and entrepreneurship ecosystem.

HKAE TechTalk – Advanced AI-based Adaptive Dynamic Traffic Control

Innovation Wing Two, TechTalk / By

March 24, 2026 (Tuesday) 4:00-5:00pm
To effectively design adaptive traffic signal control for congested traffic networks, it is essential to account for three fundamental characteristics of traffic flow: (i) its dynamic nature, (ii) spatial patterns, and (iii) stochastic behaviour. In this presentation, we will discuss how these three key attributes are captured and embedded within a rigorous analytical framework, which is then transformed into an intelligent traffic control system through AI-based computational techniques. This system, known as Dynamic Intersection Signal Control Optimization (DISCO), is validated using VISSIM simulations and tested in real-world environments. The applications span diverse scenarios—including roundabouts and adaptive area-wide control—demonstrating DISCO’s versatility and effectiveness in practice.

TechTalk – From Brain to Neuromorphic Chips: A Tale of Two Systems Dancing

Innovation Wing Two, TechTalk / By

March 5, 2026 (Thursday) 4:00pm-5:00pm
In the quest for truly intelligent computing, we’ve discovered that the most powerful breakthroughs emerge when two complementary systems “dance” together rather than working in isolation. This talk presents four distinct research achievements that surprisingly share a common thread: dual-system collaboration. We demonstrate (1) brain-machine co-evolution enabling real-time drone control with 20% performance gains, (2) data-hardware co-alignment through adaptive ADCs achieving 146× energy efficiency, (3) noise-driven dual-network training reducing power by 21×, and (4) security-compute co-location on RRAM chips saving 17.6× area. Beyond individual technical merits, these works reveal a fundamental design principle spanning from biological to artificial intelligence: true intelligence doesn’t arise from perfecting single systems, but from orchestrating the dance between complementary partners. This insight opens new pathways for neuromorphic computing, brain-computer interfaces, and human-machine collaborative intelligence.

HKAE TechTalk – Nature-Inspired Solutions to Water-Energy Nexus

Innovation Wing Two, TechTalk / By

January 20, 2026 (Tuesday) 4:00-5:00pm
Nature is an expert in water and energy management. Over billions of years’ evolution, biological systems have orchestrated a variety of principles to regulate mass and energy transport, especially by harnessing elegant surfaces and interfaces.
This talk will present our recent development on proposing a field-matching principle that provides a new framework for surfaces and interface designs to achieve efficient water-energy nexus. This principle suggests that by tailoring the heterogeneous surfaces to reconstruct the fluid field and the physical gradient field, the two originally mismatched fields can be perfectly matched to maximize the energy output. Such a field-matching principle is also substantiated by introducing the matching coefficient, which serves as an important metric of interface design to mediate the transport and energy processes. The common feature of this principle across diverse fields allows us to establish a unified potential-energy equation, which complements the well-established theoretical framework of energy conversion and helps to guide the development of new materials and systems, even involving acoustic, optical, and magnetic fields.

TechTalk – A Station Location Design Problem in a Bike-Sharing System with Both Conventional and Electric Shared Bikes

Innovation Wing Two, TechTalk / By

January 15, 2026 (Thursday) 4:00pm-5:00pm
Bike-sharing systems (BSSs) have emerged in many cities worldwide. One key issue regarding the strategic design of BSSs is the deployment of bike stations. Innovations in technology have enabled new types of bikes, such as shared e-bikes, to work alongside conventional shared bikes. However, existing studies on bike station location design mainly focus on single bike type, and there is a lack of a theoretical model to determine the optimal bike station locations for a BSS where both conventional shared bikes and e-bikes are considered. This study investigates the station location design problem in a BSS with conventional shared bikes and e-bikes. Problem formulation, solution method, and numerical examples are presented to offer key insights into the planning of BSSs.

HKAE TechTalk – AI and Health – Can we live longer with AI?

Innovation Wing Two, TechTalk / By

December 18, 2025 (Thursday) 4:00-5:00pm
Hong Kong is one of the places with the longest life expectancy in the world. Many attributes this to the success of the healthcare system. The public healthcare system offers high quality healthcare services to all residents, ensuring no one is deprived of adequate healthcare due to lack of means.
Hong Kong’s health system, however, faces huge challenges from the aging population and rapidly advancing medical technology. These two biggest challenges have become the major drivers of healthcare costs, leaving questions on sustainability and accessibility. We are seeing Artificial Intelligence (AI) disrupting many aspects of health and healthcare delivery. Will AI help to address these challenges? How can AI help?