RGC General Research Fund and Early Career Scheme 2024/25 received by Engineering Faculty Members
| Principal Investigator | Project Title | Amount (HK$) |
|---|---|---|
| Prof. CHAN Calvin Chun-kit | Non-orthogonal matrix precoding to optimize the spectrally efficient frequency division multiplexing in high capacity optical transmission systems | 1,038,967 |
| Prof. CHEN Benmei | Aerial-Marine Collaborative Heterogeneous Multi-Agent Systems with Digital Twin Technology for Smart Oceans | 1,134,931 |
| Prof. CHEN Chun | Development of high-performance recycled glass fragment-based radiative cooling paints with reduced raw material cost and their practical applications | 1,134,931 |
| Prof. CHEN Fei | Generative Humanoid Robot Synergy-based Manipulation Skill Learning Based on Human Language-Embodiment Demonstration and Interactive Feedback | 1,134,931 |
| Prof. CHEN He (Henry) | Safeguarding the Physical Layers of Time-Sensitive Wireless Communications: A CSI-based Orthogonal Fingerprint Embedding Framework | 933,988 |
| Prof. CHEN Hongkai | CoCAV: Infrastructure-assisted Cooperative Control and Perception of Connected and Autonomous Vehicles | 1,038,967 |
| Prof. CHEN Lian-kuan | A Generalized Precoding Structure of Multi-domain Blind Equalizer for High-speed and Robust Water-Air Optical Wireless Communication | 649,354 |
| Prof. CHEN Nan | Algorithmic Collusion and Competition: A Multi-agent Reinforcement Learning Perspective | 1,032,078 |
| Prof. CHEN Shih-chi | High-throughput 3D nanofabrication based on line-illumination temporal focusing | 1,418,664 |
| Prof. CHEN Xi | Aerial thermography of building envelopes for neighborhood-scale thermal performance evaluation using integrated multi-drone corporative imagery and deep learning | 1,134,931 |
| Prof. DOU Qi | Advancing Autonomous Soft Tissue Manipulation via Perception, Modelling, and Control Policy Learning from Human Demonstration Data for Surgical Robotics | 1,408,840 |
| Prof. FANG Guoxin | Computational Sensor Design and Digital Fabrication for Soft Robots Realizing Perception and Proprioception | 895,313 |
| Prof. GAO Xuefeng | Regret Bounds for Risk-Sensitive Linear Quadratic Control | 703,303 |
| Prof. HE Qiguang | Embodied and Distributed Physical Intelligence for Pneumatic Soft Robots | 758,547 |
| Prof. HENG Pheng-Ann | Multi-Modality Vision Perception Under Adverse Weather Conditions | 779,225 |
| Prof. HO Tsung-Yi | SLOAN: Substrate Layout Optimization for Advanced PackagiNg | 1,004,227 |
| Prof. HO Yi Ping | Parallel Single-Cell Profiling of Full-Length RNA and Chromatic Accessibility Based on Droplet Microfluidics | 1,134,931 |
| Prof. HUANG Chaoran | Synthesis Optimization for Control and Training of Silicon Photonic Microring Resonator Circuits and Neural Networks | 933,988 |
| Prof. HUANG Jie | A framework for output synchronization and disturbance rejection of complex uncertain nonlinear multi-agent systems with applications | 1,271,478 |
| Prof. JIA Yanwei | Data-Driven Mean-Variance Asset Allocation in Continuous Time | 441,536 |
| Prof. LAU Darwin Tat Ming | Hybrid Cable-Driven Parallel Robots with Reconfigurable Thrusters | 1,414,071 |
| Prof. LI Lingfei | Continuous-time model-based reinforcement learning in financial engineering | 655,529 |
| Prof. LIU Xunying | Towards High-performance On-the-fly Speaker Adaptation of Pre-trained ASR Systems for Dysarthric and Elderly Speech Recognition | 1,038,967 |
| Prof. LU Yi-Chun | Understanding the design principles and degradation mechanisms of dual molecular catalyst-assisted polysulfide-ferrocyanide redox flow batteries | 910,742 |
| Prof. LYU Michael Rung-tsong | Reliability Engineering for Large Language Models on Code Intelligence | 1,295,188 |
| Prof. NAIR Chandra | Information Inequalities towards solving some fundamental problems in Network Information Theory | 701,362 |
| Prof. NGUYEN Viet Anh | Personalizing Recourse Recommendations with Cost Elicitation | 528,764 |
| Prof. OUYANG Wanli | Tropical Cyclone Forecasting Driven by Large-scale Meteorological Model | 910,742 |
| Prof. REN Hongliang | Compliant ultra-reconfigurable robotic continuum by stiffness reprogramming to augment dexterous endoluminal contact-sensitive procedures | 1,134,931 |
| Prof. SHAO Zili | Data Management with Disaggregated Storage: A Log-based In-Storage-Computing Approach | 1,038,967 |
| Prof. SHU Chester Ching-tat | Neural network based multi-parameter monitoring schemes for next-generation coherent optical access networks | 779,225 |
| Prof. SO Man-cho | Geometry-Adapted Convergence Analysis of Bregman Distance-Based Methods | 1,128,902 |
| Prof. SUN Xiankai | Development of high-performance on-chip perovskite integrated lasers | 1,038,967 |
| Prof. TSANG Hon Ki | Integrated Photonic Control of Mode Distribution in Multimode Optical Fiber for Novel Ultra-small Diameter Multimode Fiber Endoscopic Imaging System | 1,133,254 |
| Prof. WANG Jiangliu | Real-time Surgical Video Understanding for Autonomous Retrograde Intrarenal Surgery | 1,009,025 |
| Prof. WANG Xiaogang | Large-scale Virtual World Generation via 3D Neural Representations | 1,272,735 |
| Prof. WONG Kam-Fai | Privacy-Infused Constitutional AI: Contrastive Reinforced [Un]learning and Evolving from AI Feedback | 906,256 |
| Prof. XING Guoliang | Enabling Ubiquitous Wi-Fi Sensing with Beamforming Reports: From Measurements to Systems | 1,298,709 |
| Prof. XU Dongyan | Understanding surface phonon polaritons mediated thermal transport in molybdenum trioxide nanoribbons | 1,134,931 |
| Prof. XU Huifu | Adaptive Polyhedral Method for Elicitation of Nonlinear Utility and Distortion Functions and Applications | 978,878 |
| Prof. XU Jianbin | Binocular 3D Stereo Vision and Motion Prediction with 2D-Material Devices towards Low-Power Consumption | 1,038,967 |
| Prof. XU Qiang | Unifying Circuit Representations: Aligning RTL and Circuit Netlist for EDA Applications | 1,038,967 |
| Prof. XUE Tianfan | Synthetic environment for training a robust image processing pipeline | 933,988 |
| Prof. YOUNG Evangeline F.Y. | AIR - Routing with AI | 1,170,981 |
| Prof. YU Bei | Machine Learning Driven Circuit Timing Prediction and Optimization | 779,225 |
| Prof. YUAN Haidong | Simultaneous measurement of multiple non-commuting observables | 910,742 |
| Prof. YUAN Wu | Steering robotic dual-modal micro-endobronchial in vivo imaging in peripheral lungs | 1,038,967 |
| Prof. ZHANG Angela Yingjun | Modular and Unified Approach for Task-Oriented Communications over MIMO Fading Channels: A Focus on PHY-Layer Transceiver Design | 1,229,034 |
| Prof. ZHANG Li | Dynamic interaction and controllable 3D expansion of microswarms in branched tiny lumen for targeted regional delivery | 1,134,931 |
| Prof. ZHAO Changhong | Joint Optimization of Distribution Network Topology and Nonlinear Power Flow | 671,276 |
| Prof. ZHAO Ni | Multi-modality on-body sensing platform for cardiovascular modelling and cuffless ambulatory blood pressure monitoring | 1,038,967 |
| Prof. ZHU Keren | Machine Learning-Enabled Performance-Driven Analog IC Layout Automation | 1,038,967 |
