Yuanming Hu
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View article: Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface
Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface Open
Accurate and efficient voxelized representations of 3D meshes are the foundation of 3D reconstruction and generation. However, existing representations based on iso-surface heavily rely on water-tightening or rendering optimization, which …
View article: 5G Metamorphosis: A Longitudinal Study of 5G Performance from the Beginning
5G Metamorphosis: A Longitudinal Study of 5G Performance from the Beginning Open
View article: TEGRA: A Flexible & Scalable NextGen Mobile Core
TEGRA: A Flexible & Scalable NextGen Mobile Core Open
To support emerging mobile use cases (e.g., AR/VR, autonomous driving, and massive IoT), next-generation mobile cores for 5G and 6G are being re-architected as service-based architectures (SBAs) running on both private and public clouds. H…
View article: Visual storytelling through the void: a quantitative analysis of empty shot distribution across film genres
Visual storytelling through the void: a quantitative analysis of empty shot distribution across film genres Open
Empty shots, serving as a distinctive cinematic technique, hold significant prominence within movie narratives, intricately shaping the visual interplay between shot duration and human presence. Despite studies demonstrating the applicatio…
View article: High-Fidelity Cellular Network Control-Plane Traffic Generation without Domain Knowledge
High-Fidelity Cellular Network Control-Plane Traffic Generation without Domain Knowledge Open
With rapid evolution of mobile core network (MCN) architectures, large-scale\ncontrol-plane traffic (CPT) traces are critical to studying MCN design and\nperformance optimization by the R&D community. The prior-art control-plane\ntraffic g…
View article: Enhancing Quantum Approximate Optimization with CNN-CVaR Integration
Enhancing Quantum Approximate Optimization with CNN-CVaR Integration Open
The Quantum Approximate Optimization Algorithm (QAOA) represents a promising approach for tackling combinatorial optimization challenges on near-term quantum devices. Central to QAOA optimization is the minimization of the expectation of t…
View article: ARISE: High-Capacity AR Offloading Inference Serving via Proactive Scheduling
ARISE: High-Capacity AR Offloading Inference Serving via Proactive Scheduling Open
With faster wireless networks and server GPUs, offloading high-accuracy but compute-intensive AR tasks implemented in Deep Neural Networks (DNNs) to edge servers offers a promising way to support high-QoE Augmented/Mixed Reality (AR/MR) ap…
View article: Parallel Structure of Hybrid Quantum-Classical Neural Networks for Image Classification
Parallel Structure of Hybrid Quantum-Classical Neural Networks for Image Classification Open
Hybrid quantum-classical neural networks (QCNNs) integrate principles from quantum computing principle and classical neural networks, offering a novel computational approach for image classification tasks. However, current QCNNs with seque…
View article: Radial Basis Function-based Quantum Hybrid Classical Generative Adversarial Networks for Enhanced Image Quality and Training Stability
Radial Basis Function-based Quantum Hybrid Classical Generative Adversarial Networks for Enhanced Image Quality and Training Stability Open
Quantum Generative Adversarial Networks (QGANs), as the quantum version to classical Generative Adversarial Networks, exhibit exponential advantages in certain aspects, garnering considerable attention. However, within this nascent field, …
View article: Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification
Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification Open
The recent emergence of the hybrid quantum-classical neural network (HQCNN) architecture has garnered considerable attention due to the potential advantages associated with integrating quantum principles to enhance various facets of machin…
View article: Hybrid GRU-CNN Bilinear Parameters Initialization for Quantum Approximate Optimization Algorithm
Hybrid GRU-CNN Bilinear Parameters Initialization for Quantum Approximate Optimization Algorithm Open
The Quantum Approximate Optimization Algorithm (QAOA), a pivotal paradigm in the realm of variational quantum algorithms (VQAs), offers promising computational advantages for tackling combinatorial optimization problems. Well-defined initi…
View article: Modeling and Generating Control-Plane Traffic for Cellular Networks
Modeling and Generating Control-Plane Traffic for Cellular Networks Open
With 5G deployment gaining momentum, the control-plane traffic volume of cellular networks is escalating. Such rapid traffic growth motivates the need to study the mobile core network (MCN) control-plane design and performance optimization…
View article: Performance of Cellular Networks on the Wheels
Performance of Cellular Networks on the Wheels Open
After 4 years of rapid deployment in the US, 5G is expected to have significantly improved the performance and overall user experience of mobile networks. However, recent measurement studies have focused either on static performance or a s…
View article: AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality
AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality Open
Immersive applications such as Augmented Reality (AR) and Mixed Reality (MR) often need to perform multiple latency-critical tasks on every frame captured by the camera, which all require results to be available within the current frame in…
View article: The Power of Asynchronous SLAM in Multi-User AR over Cellular Networks: A Measurement Study
The Power of Asynchronous SLAM in Multi-User AR over Cellular Networks: A Measurement Study Open
With the rapid deployment of 5G, an important question is whether 5G can support latency-critical apps such as multi-user AR, which allows multiple users to interact in the same physical space in real time. Recent studies showed that a pop…
View article: Securing Bystander Privacy in Mixed Reality While Protecting the User Experience
Securing Bystander Privacy in Mixed Reality While Protecting the User Experience Open
The modern Mixed Reality devices that make the Metaverse viable require vast information about the physical world and can also violate the privacy of unsuspecting or unwilling bystanders in their vicinity. In this article, we provide an in…
View article: Poster: BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems
Poster: BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems Open
Augmented Reality (AR) devices are set apart from other mobile devices by the immersive experience they offer. While the powerful suite of sensors on modern AR devices is necessary for enabling such an immersive experience, they can create…
View article: BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems
BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems Open
Augmented Reality (AR) devices are set apart from other mobile devices by the immersive experience they offer. While the powerful suite of sensors on modern AR devices is necessary for enabling such an immersive experience, they can create…
View article: How to Pipeline Frame Transfer and Server Inference in Edge-assisted AR to Optimize AR Task Accuracy?
How to Pipeline Frame Transfer and Server Inference in Edge-assisted AR to Optimize AR Task Accuracy? Open
Edge-assisted AR supports high-quality AR on resource-constrained mobile devices by offloading high-rate camera-captured frames to powerful GPU edge servers to perform heavy vision tasks. Since the result of an offloaded frame may not come…
View article: Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 1 A-C from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 1 A-C from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 1 A-C from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 5 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 5 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 5 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 4 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 4 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 4 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 1 D-H from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 1 D-H from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 1 D-H from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Materials, Figure Legends 1-6 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Figure 2 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Figure 2 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Figure 2 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
View article: Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer
Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer Open
Supplementary Tables 1-3 from R428, a Selective Small Molecule Inhibitor of Axl Kinase, Blocks Tumor Spread and Prolongs Survival in Models of Metastatic Breast Cancer