• 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 […]

  • 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 […]

  • 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 […]

  • 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 […]

  • 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 […]

  • Distributed Mixture-of-Expert Systems at the Wireless Edge (Duplicate)

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/91757354553?pwd=tHpInMTglaIVMJLek0ydP0vddHihh8.1  Meeting ID: 917 5735 4553 Passcode: 587193 Abstract Existing Video-to-Audio (V2A) models typically generate sound based solely on visual input, offering limited user control. To address this […]

  • End-to-end High-quality Posterior Ocular Shape Reconstruction in Ophthalmology

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/98147018160?pwd=KEuU1XQtISq3HQpWJyF6itZMJ1hYY5.1 Meeting ID: 981 4701 8160 Password: 294231 Abstract Accurately estimating morphological changes of the Posterior Eyeball Shape (PES) is a critical task in ophthalmology, since the PES is a […]

  • Distributed Mixture-of-Expert Systems at the Wireless Edge

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/93486553339 Abstract The emergence of distributed Mixture-of-Experts (DMoE) systems, which deploy expert models at edge nodes, offers a pathway to achieving connected intelligence in sixth-generation (6G) mobile networks […]

  • Keynode-Driven Dynamic Mesh Compression

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

    Abstract 3D Dynamic Meshes can deliver engaging experiences in various applications, but the storage and transmission demands associated with these data structures can be prohibitive. We address this challenge with […]

  • Understanding Complex-Valued Transformer for Modulation Recognition

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/95380440070 Abstract Complex-valued convolution neural networks (CVCNNs) have been recently applied for modulation recognition (MR), due to its ability to capture the relationship between the real and imaginary […]

  • Reimagining Edge AI and LLM Inference with Compute Memory Architectures

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

    Abstract Recent advances in artificial intelligence (AI), especially in large language models (LLMs), have dramatically increased model sizes and computational demands, significantly straining computing system capabilities. This issue is particularly […]

  • Security and Efficient Brain-inspired In-memory Computing

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/97430126742?pwd=ou6CUPNMjhlrmRbwUKRa8aTHi6PjYX.1 Meeting ID: 974 3012 6742 Password: 967270 Abstract The human brain operates as a sophisticated spiking neural network (SNN), capable of learning multimodal signals in a zero-shot […]

  • Digital Over-the-Air Computation: Achieving High Reliability via Bit-Slicing

    Online via Zoom

    Zoom Link: https://hku.zoom.us/j/99273671426?pwd=bm3VeyFWXnLAlUIBBXJDGAmMfzoKJ5.1 Abstract 6G mobile networks aim to realize ubiquitous intelligence at the network edge via distributed learning, sensing, and data analytics. Their common operation is to aggregate high-dimensional […]