Seminar

Zoom Link: https://hku.zoom.us/meetings/93247207941/invitations?signature=9mw43b9u1DETwxS1FU3ze_f2GpaMXc_Qr8OHnU4L4c8 Abstract In wireless communication system, physical layer security is an important issue to ensure the data transmission of the communication users. In previous physical layer security problem, […]

Zoom Link: https://hku.zoom.us/meetings/92032873265/invitations?signature=ZlnhYyZi056expgN41HYZdcENW6INTs0MyPEhyhl7r8 Abstract Robust 3D geometry estimation from videos is essential for autonomous navigation, SLAM, and 3D reconstruction. While recent pointmap-based methods such as DUSt3R enable accurate pose-free reconstruction, […]

Zoom Link: https://hku.zoom.us/j/94612024859?pwd=Sqldxnoy6vEOP3HqfBBLs1oMxAQvFx.1 Abstract Deep brain stimulation (DBS) is a powerful therapy for neurological disorders, yet conventional systems rely on finite-lifetime batteries and rigid implants that necessitate repeated surgeries and […]

Zoom Link: https://hku.zoom.us/j/7425733217?omn=96993354197 Abstract Automating garment production requires production‑grade precision for each production process across diverse fabrics, which remains challenging for conventional model-based methods. While model-based control scheme is effective […]

Zoom Link: https://hku.zoom.us/j/7425733217?omn=96993354197 Abstract Seams are information-rich components of garments. The presence and combination of different types of seam help to estimate the state of a garment. We introduce a […]

Zoom Link: https://hku.zoom.us/j/93740801215 Abstract  Diffusion models generate high-quality images and videos, closely mirroring the imagination of human brain. Specifically, score-based diffusion models generate by solving neural differential equations. However, their […]

Zoom Link: https://hku.zoom.us/j/7425733217?omn=96993354197 Abstract Different Length Alignment Sewing (DLAS), which involves stretching the shorter fabric to match the longer one and sewing them together in a straight line, is a […]

Zoom Link: https://hku.zoom.us/j/9706928305?omn=95929409545 Abstract Unlike rigid objects, fabric pieces are difficult for robots to plan motion because they are deformable objects with infinite degrees of freedom, and their states evolve […]

Zoom Link: https://hku.zoom.us/j/99913066038?pwd=qqqBn1ojbFqbJJ4Koun6hucopMT2rJ.1 Abstract Brain-inspired computing aims to mimic cognitive functions like associative memory, the ability to recall complete patterns from partial cues. Memristor technology offers promising hardware for such […]

Zoom Link: https://hku.zoom.us/j/9706928305?omn=95929409545 Abstract Accurate fabric alignment is essential in garment manufacturing, yet remains a challenging and labor-intensive task. This work presents a novel automated fabric alignment system that integrates […]

Zoom Link:  https://hku.zoom.us/j/94531714904 Abstract The rapid proliferation of AI applications in the 6G era calls for efficient support of edge intelligence, where models must be cached and executed at the […]

Zoom Link: https://hku.zoom.us/j/94531714904 Abstract The next-generation mobile network aims to natively support distributed intelligence, such as federated learning, across massive wireless edge devices. Unfortunately, in the era of large models, […]

Zoom Link: https://hku.zoom.us/j/99378601502?pwd=bKeW5GqjRbFRaQFLBmZmTBJHPSdKBf.1 Abstract Solving complex combinatorial optimization problems is a fundamental challenge that pushes conventional digital computers to their limits. While some physics-based computing approaches offer a promising alternative, […]

Zoom Link:https://hku.zoom.us/j/97594921448?pwd=0AyvpTWODP87uNjZhADkvcGRrXh3V7.1 Abstract The recently emerged movable antenna (MA) and Fluid antenna (FA) show great potential in leveraging spatial degrees of freedom for enhancing the performance of wireless systems. In […]

Zoom Link: https://hku.zoom.us/j/96125660975?pwd=yg6g1tnX9xobocust8dUATRUcIan5q.1 Abstract The rapid advancement of artificial intelligence has raised concerns regarding its trustworthiness, especially in terms of interpretability and robustness. Tree-based models like Random Forest and XGBoost […]

Zoom Link: https://hku.zoom.us/j/8957840635?pwd=jB4IyfmX0hTbEjn9W0LVEs31VhDw0e.1&omn=97635631185 Abstract The proliferation of distributed energy resources presents significant coordination challenges due to their scale and variability. While traditional centralized methods are hindered by high communication and […]

Zoom Link: https://hku.zoom.us/j/93194207095?pwd=se5Jt0b8jIM7nz3yy9YZdNrWJIm818.1 Abstract This seminar introduces two complementary pruning strategies implemented directly on RRAM-based compute-in-memory hardware. The first approach uses the intrinsic randomness of analog RRAM electroforming to build […]

Zoom Link: https://hku.zoom.us/j/99109748447?pwd=JSHjhMjma2hylEHbOCcLr3fJRCOoJq.1 Abstract This seminar presents novel solutions to tackle instability and redundancy in modern generative models. We first address the high-variance optimization challenges in Conditional Flow Matching (CFM) […]

Zoom Link: https://hku.zoom.us/j/98873959228 Abstract Accurate load forecasting is fundamental to the stability and efficiency of modern power grids. While collaborative approaches that leverage multi-party data sharing can significantly enhance forecasting […]

Zoom Link: https://hku.zoom.us/j/94936719507?pwd=ceXhzS1htWuwj8oG0vJGQLS3JMpVwF.1 Abstract The reliable operation and strategic planning of smart grids are critically dependent on high-fidelity time series data. However, the increasing stochasticity of both energy supply and […]