Seminar

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0 events 3 0 events, 3	0 events 4 0 events, 4	1 event 5 1 event, 5 2:00 pm - 3:00 pm RPG Seminar – Accuracy-Oriented Resource Scheduling for Satellite-Air-Ground Sensing, Computing, and Communication Systems May 5 @ 2:00 pm - 3:00 pm RPG Seminar – Accuracy-Oriented Resource Scheduling for Satellite-Air-Ground Sensing, Computing, and Communication Systems Abstract With the evolution of 6G mobile communications, achieving 99.999% seamless global coverage has become a key requirement. Traditional terrestrial networks still suffer from coverage blind spots in scenarios such as emergency rescue and vast ocean areas. Therefore, building a space–air–ground integrated network by combining satellite, aerial, and terrestrial systems has become an important […]	0 events 6 0 events, 6	0 events 7 0 events, 7	2 events 8 2 events, 8 2:30 pm - 3:30 pm RPG Seminar – Novel Two-Dimensional (2D) Memory Devices: From Material Innovation to Functional Integration May 8 @ 2:30 pm - 3:30 pm RPG Seminar – Novel Two-Dimensional (2D) Memory Devices: From Material Innovation to Functional Integration Zoom Link https://hku.zoom.us/j/92285676627?pwd=oaba8ue6daTbmrDBhxaIhYsykCedbR.1 Abstract During the period of the Internet of Things (IoT) and big data, data capacity is growing exponentially, the delay and loss caused by data transmission make the traditional von Neumann computing architecture urgently need to be overturned and restructured. This has led to a growing demand for emerging memory devices, posing […], 4:00 pm - 5:00 pm RPG Seminar – Day–Night Mechanism-Aware Causal Modeling for Wind Power Forecasting: A Physics-Guided NLSEM Framework May 8 @ 4:00 pm - 5:00 pm RPG Seminar – Day–Night Mechanism-Aware Causal Modeling for Wind Power Forecasting: A Physics-Guided NLSEM Framework Zoom Link https://hku.zoom.us/j/95263844640 Abstract Wind power forecasting remains highly challenging due to the strong nonlinearity of atmospheric dynamics,pronounced diurnal regime differences, and substantial uncertainties in multi-source meteorological data. Conventional black-box machine-learning models mainly rely on observational correlations, often neglecting physical constraints and causal mechanisms, which leads to limited interpretability and poor robustness under distribution shifts. […]	0 events 9 0 events, 9
0 events 10 0 events, 10	0 events 11 0 events, 11	0 events 12 0 events, 12	1 event 13 1 event, 13 10:00 am - 11:00 am RPG Seminar – Towards Controllable and Cinematic Visual Content Generation May 13 @ 10:00 am - 11:00 am RPG Seminar – Towards Controllable and Cinematic Visual Content Generation Zoom Link https://hku.zoom.us/j/96029601263 Abstract This seminar presents novel solutions to bridge the gap between creative intent and automated visual synthesis. We first address the challenge of compositional alignment in text-to-image generation. This includes T2I-CompBench(++) for systematic evaluation of multi-attribute prompts, and GenMAC, a multi-agent collaborative framework that enables precise semantic orchestration. Second, we target the lack of cinematic […]	2 events 14 2 events, 14 10:30 am - 11:30 am RPG Seminar – HIMSA: A Heterogeneous In-Memory Computing and Searching Architecture for Efficient Attention-Based Models May 14 @ 10:30 am - 11:30 am RPG Seminar – HIMSA: A Heterogeneous In-Memory Computing and Searching Architecture for Efficient Attention-Based Models Zoom Link https://hku.zoom.us/j/99174148480?pwd=duVxaYZOJDT6MWxDh4OKOMmyo12A7A.1 Abstract The Transformer architecture, the foundation for modern large language models (LLMs), has revolutionized natural language processing and other AI domains. However, its significant computational and memory requirements, primarily from the matrix multiplication in the self-attention mechanism, present major challenges for conventional hardware. While intensive research on in-memory computing (IMC) technology offers […], 1:30 pm - 2:30 pm RPG Seminar – Cooperative Edge AI: From Event-triggered Inference to Efficient Model Downloading May 14 @ 1:30 pm - 2:30 pm RPG Seminar – Cooperative Edge AI: From Event-triggered Inference to Efficient Model Downloading Zoom Link http://hku.zoom.us/j/7074144117?omn=95813783034 Abstract Cooperative edge AI enables edge devices and edge servers to collaboratively execute intelligent tasks under limited computation, storage, energy, and communication resources. In this talk, we discuss two complementary research directions toward communication-efficient cooperative edge AI. First, we introduce an event-triggered cooperative inference framework for rare-event detection in edge intelligence systems. […]	0 events 15 0 events, 15	0 events 16 0 events, 16
0 events 17 0 events, 17	0 events 18 0 events, 18	1 event 19 1 event, 19 4:00 pm - 5:00 pm RPG Seminar – From Understanding to Intervention: Interpretability-Guided Methods for Improving Large Language Models May 19 @ 4:00 pm - 5:00 pm RPG Seminar – From Understanding to Intervention: Interpretability-Guided Methods for Improving Large Language Models Abstract Large language models have achieved impressive performance, but improving them efficiently and reliably requires more than scaling alone. In this talk, I present a series of works that explore how internal understanding of LLMs can be translated into practical interventions for better capability, efficiency, and controllability. I begin with actionable mechanistic interpretability, introducing […]	0 events 20 0 events, 20	0 events 21 0 events, 21	0 events 22 0 events, 22	0 events 23 0 events, 23
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