• Efficient Fine-Tuning and Compression of Large Language Models: Towards Low-bit and Ultra-Low Parameter Solutions

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/5995074181?omn=91841905345 Abstract Efficient fine-tuning of Large Language Models (LLMs) is crucial due to their substantial memory and computational demands. This seminar discusses recent advancements in techniques aimed at significantly reducing these costs, enabling effective adaptation of large-scale models even on resource-constrained hardware. The talk will begin with an overview of current challenges and […]

  • Semantic-Relevance Based Sensor Selection for Edge-AI Empowered Sensing Systems

    Room CB-603, 6/F, Chow Yei Ching Building, The University of Hong Kong

    Abstract The sixth-generation (6G) mobile network is envisioned to incorporate sensing and edge artificial intelligence (AI) as two key functions. Their natural convergence leads to the emergence of Integrated Sensing and Edge AI (ISEA), a novel paradigm enabling real-time  acquisition and understanding of sensory information at the network edge. However, ISEA faces a communication bottleneck […]

  • Mirror-Symmetrical Dijkstra’s Algorithm-Based Deep Reinforcement Learning for Dynamic Wireless Charging Navigation of Electric Vehicles

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/91849018634?pwd=YgyqXnIIfUsd8YGU2YNaSa5aj3uWou.1 Meeting ID: 918 4901 8634 Password: 038419 Abstract The dynamic wireless charging (DWC) system based on wireless charging lanes (WCLs) is an important component of smart cities, allowing electric vehicles (EVs) to charge while moving. It is necessary to establish a user-oriented real-time DWC navigation system to achieve the joint optimization of […]

  • Wireless Permanent-Magnet Brushless DC Motor Using Contactless Feedback

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/94707594608?pwd=oSy6rRXxpXyd6bapdlmVDCtv9GRPrd.1 Meeting ID: 947 0759 4608 Password: 566410 Abstract Wireless power transfer (WPT) is a fast-developing technology in industrial and domestic applications. It achieves electrical and physical isolation between the power supply and load, bringing high flexibility and safety. Based on WPT, wireless motors allow electric motors to work in sealed environments, however, […]

  • Supporting Drone-based Autonomous System with Mobile-and-Edge, Software-and-Hardware Co-Design

    Online via Zoom

    Mode: Online via Zoom Zoom Link: https://hku.zoom.us/j/93338747328 Meeting ID: 933 3874 7328 Abstract Drones are among the most disruptive innovations in the past few years, spawning many novel applications including aerial imaging, instant delivery, sky networking, and industrial inspection. Building system supports for drone-based autonomous applications is critical to simultaneously enhance accuracy, efficiency, and minimize […]

  • Workshop on Frontiers of Image Science and Visual Computing 2025

    Multi-purpose Zone Room, 3/F, Main Library, The University of Hong Kong

    You are cordially invited to join us for the upcoming workshop on “Frontiers of Image Science and Visual Computing 2025” on April 15, 2025. For the most updated details of the workshop and registration, please visit the event website: https://hku.welight.fun/events/workshop_25Apr Date: April 15, 2025 (TUE) Time: 10:00 – 17:30 Venue: Multi-purpose Zone Room, 3/F, Main Library, The University […]

  • Infineon Day

    Tam Wing Fan Innovation Wing Two, G/F, Run Run Shaw Building, The University of Hong Kong

    Dear EEE Students, You are cordially invited to join us for the upcoming event “Infineon Day” on April 16, 2025, organised by Infineon and the Department of Electrical and Electronic Engineering, The University of Hong Kong. Let you know more about the story of global semiconductor industry leader from Germany! Interesting interaction and prize-giving Q&A are […]

  • EEE MasterClass (EEE 大師講堂) – III-V Compounds on Si – Combining the Best of Both Worlds

    Tam Wing Fan Innovation Wing Two, G/F, Run Run Shaw Building, The University of Hong Kong

    Abstract GaAs/InP and related alloys, and III-nitrides are used for most high-performance device applications except CMOS logic. Optoeletronics, high frequency (RF to THz) and power electronics are dominated by III-V compound semiconductors. We will discuss various factors of nature, nurture, and culture leading to today’s landscape. Photonic integrated circuits made with compound semiconductors on native […]

  • Wide Field-of-View Imaging with Efficient Off-Axis Modeling and Encoding

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/96308127770?pwd=EPYwEx3OHCPhiFDRaY9mNKFvbrtYMA.1 Meeting ID: 963 0812 7770 Password: 254774 Abstract Computational optics is emerging as a transformative field to overcome challenges in achieving high-fidelity imaging across wide fields of view (FoV). However, existing methods struggle with computational inefficiency for simulating off-axis diffraction and maintaining imaging quality at wide-FoV due to limited wavefront control. In […]

  • Seeing Beyond Limits: Filling the Dimensionality and Visibility Gaps via the Co-design of Imaging Systems and AI Algorithms

    Online via Zoom

    Mode: Online via Zoom Meeting ID: 944 3088 8970 | Password: 933450 Abstract Conventional imaging systems face inherent dimensionality and visibility limits, primarily because image sensors are typically two-dimensional, and light tends to diffuse on rough surfaces or scatter within complex media. In this talk, I will reframe imaging systems through the lens of optical […]

  • A Diamond Heater-Thermometer Microsensor for Measuring Localized Thermal Conductivity: A Case Study in Gelatin Hydrogel

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/99573774863?pwd=rkA2rKib5AXIzhfMD5grx9darAa05B.1 Meeting ID: 995 7377 4863 Password: 437351 Abstract Understanding the microscopic thermal effects of the hydrogel is important for its application in diverse fields, including thermal-related studies in tissue engineering and thermal management for flexible electronic devices. In recent decades, localized thermal properties, such as thermal conductivity, have often been overlooked due […]

  • Progressive End-to-End Object Detection in Crowded Scenes

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/92481644796?pwd=2CJcxbzAimj87HfFHoBMvUr9oCnOUZ.1 Abstract Crowded object detection is a practical yet challenging research field in computer vision. Many research efforts have been made and achieved impressive progress in the last few decades. However, most of them require handcraft components, e.g. anchor settings and post-processing, resulted in sub-optimal performance in handling scenes. In this work, we […]

  • Highly Integrated Wireless Direct Drive Motor System for Fully Enclosed Environments

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/95286760379?pwd=3C7A8QPlmXLJAQZ5IsYbEWdDXXvWk1.1 Meeting ID: 952 8676 0379 Password: 492840 Abstract Contemporary global motor systems predominantly rely on cable-based and battery-powered energy transmission mediums, both of which exhibit fundamental structural limitations. Wired systems face challenges such as installation and maintenance complexity, mobility constraints, and safety vulnerabilities, particularly in confined spaces or high-precision applications. On the […]

  • Towards Ubiquitous Radio Access Using Nanodiamond Based Quantum Receivers

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/5098778281?pwd=wMZ3GQvpRdxkCjv8p79h3JN1xdgOJe.1 Meeting ID: 509 877 8281 Password: 670951 Abstract The development of sixth-generation wireless communication systems demands innovative solutions to address challenges in the deployment of a large number of base stations and the detection of multi-band signals. Quantum technology, specifically nitrogen-vacancy centers in diamonds, offers promising potential for the development of compact, […]

  • A Novel Training Framework for Physics-informed Neural Networks: Towards Real-time Applications in Ultrafast Ultrasound Blood Flow Imaging

    Room CB-603, 6/F, Chow Yei Ching Building, The University of Hong Kong

    Abstract Ultrafast ultrasound blood flow imaging is a state-of-the-art technique for depiction of complex blood flow dynamics in vivo through thousands of full-view image data (or, timestamps) acquired per second. Physics-informed Neural Network (PINN) is one of the most preeminent solvers of the Navier-Stokes equations, widely used as the governing equation of blood flow. However, […]

  • Rank-Revealing Bayesian Block-Term Tensor Completion with Graph Information

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/97776760951?pwd=zaNBWC786IgVZjQ7NU8SNDJdEeIorn.1 Abstract Block-term decomposition (BTD), particularly its rank-(L_r,L_r,1) special case, is widely used in signal processing. Traditional methods for computing BTD from fully observed tensors either unrealistically assume the tensor rank and block-term ranks are known or require exhaustive tuning of these parameters. While sparsity-promoting regularization has been introduced to estimate ranks more […]

  • Trustworthy Image Semantic Communication with GenAI: Explainability, Controllability, and Efficiency

    Room CB-601J, 6/F, Chow Yei Ching Building, The University of Hong Kong

    Abstract Image semantic communication (ISC) has garnered significant attention for its potential to achieve high efficiency in visual content transmission. However, existing ISC systems based on joint source-channel coding face challenges in interpretability, operability, and compatibility. To address these limitations, we propose a novel trustworthy ISC framework. This approach leverages text extraction and segmentation mapping […]

  • WireLightning: Harnessing Capacitances for In-Transit Massively Parallel Matrix Multiplication

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/3837289217?omn=95617077246 Abstract Analog computing-in-memory accelerators promise ultra-low-power, on-device AI by reducing data transfer and energy usage. Yet inherent device variations and high energy consumption for analog-digital conversion continue to hinder their wide-scale adoption in mainstream systems. To address these issues, this presentation will introduce WireLightning, a novel capacitive-computing accelerator featuring a mixed-signal architecture […]

  • Towards Federated and Annotation-efficient Deep Learning for Medical Image Analysis

    Online via Zoom

    Zoom Link : https://hku.zoom.us/j/91765972342?pwd=CHXoKEknnfPc6zbhHCADi7A1abVUyI.1 Abstract As deep learning is increasingly applied in medical image analysis, developing efficient and accurate models has become crucial. However, traditional deep learning methods usually require large amounts of annotated data, posing a significant challenge in medical imaging due to complex data collection and high annotation costs. Furthermore, privacy and security […]

  • Mixture of Experts-augmented Deep Unfolding for Activity Detection

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/95300634244 Abstract In the realm of activity detection for massive machine-type communications, intelligent reflecting surfaces (IRS) have shown significant potential in enhancing coverage for devices lacking direct connections to the base station (BS). However, traditional activity detection methods are typically designed for a single type of channel model, which does not reflect the […]