67 citations · 118 across the 14 of their papers we have counts for
14 papers
Robust Group Anomaly Detection for Quasi-Periodic Network Time Series
Kai Yang, Shaoyu Dou, Pan Luo +2
Many real-world multivariate time series are collected from a network of physical objects embedded with software, electronics, and sensors. The quasi-periodic signals generated by…
Nanospheres with Patches Arranged in Polyhedrons from Self-Assembly of Solution-State Diblock Copolymers under Spherical Confinement
Jiaping Wu, Xin Wang, Zheng Wang +4
Self-assembly of sphere-forming solution-state amphiphilic diblock copolymers under spherical nanopore confinement is investigated using a simulated annealing technique. For two ty…
Data Generation-based Operator Learning for Solving Partial Differential Equations on Unbounded Domains
Jihong Wang, Xin Wang, Jing Li +1
Wave propagation problems are typically formulated as partial differential equations (PDEs) on unbounded domains to be solved. The classical approach to solving such problems invol…
Semantics-Aware Next-best-view Planning for Efficient Search and Detection of Task-relevant Plant Parts
Akshay K. Burusa, Joost Scholten, David Rapado Rincon +3
Searching and detecting the task-relevant parts of plants is important to automate harvesting and de-leafing of tomato plants using robots. This is challenging due to high levels o…
Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation
Xingyu Zhu, Xin Wang, Jonathan Freer +2
Clothes grasping and unfolding is a core step in robotic-assisted dressing. Most existing works leverage depth images of clothes to train a deep learning-based model to recognize s…
Environmental dependence of the mass-metallicity relation in cosmological hydrodynamical simulations
Kai Wang, Xin Wang, Yangyao Chen
We investigate the environmental dependence of the gas-phase metallicity for galaxies at to and the underlying physical mechanisms driving this dependence using…
Domain Adaptive Semantic Segmentation by Optimal Transport
Yaqian Guo, Xin Wang, Ce Li +1
Scene segmentation is widely used in the field of autonomous driving for environment perception, and semantic scene segmentation (3S) has received a great deal of attention due to…
Optimal Beamforming for MIMO DFRC Systems with Transmit Covariance Constraints
Chenhao Yang, Xin Wang, Wei Ni +1
This paper optimizes the beamforming design of a downlink multiple-input multiple-output (MIMO) dual-function radar-communication (DFRC) system to maximize the weighted communicati…
Unsupervised Deep Learning for IoT Time Series
Ya Liu, Yingjie Zhou, Kai Yang +1
IoT time series analysis has found numerous applications in a wide variety of areas, ranging from health informatics to network security. Nevertheless, the complex spatial temporal…
Deep Learning-based Massive MIMO CSI Acquisition for 5G Evolution and 6G
Xin Wang, Xiaolin Hou, Lan Chen +2
Recently, inspired by successful applications in many fields, deep learning (DL) technologies for CSI acquisition have received considerable research interest from both academia an…
Facility Location with Congestion and Priority in Drone-Based Emergency Delivery
Xin Wang, Ruiwei Jiang, Mingyao Qi
Thanks to their fast delivery, reduced traffic restrictions, and low manpower need, drones have been increasingly deployed to deliver time-critical materials, such as medication, b…
Service Provisioning and Profit Maximization in Network-assisted Adaptive HTTP Streaming
Zhisheng Yan, Cedric Westphal, Xin Wang +1
Adaptive HTTP streaming with centralized consideration of multiple streams has gained increasing interest. It poses a special challenge that the interests of both content provider…
Prometheus: LT Codes Meet Cooperative Transmission in Cellular Networks
Hai Wang, Zhe Chen, Qingyuan Gong +3
Following fast growth of cellular networks, more users have drawn attention to the contradiction between dynamic user data traffic and static data plans. To address this important…
Decentralized Estimation over Orthogonal Multiple-access Fading Channels in Wireless Sensor Networks - Optimal and Suboptimal Estimators
Xin Wang, Chenyang Yang
Optimal and suboptimal decentralized estimators in wireless sensor networks (WSNs) over orthogonal multiple-access fading channels are studied in this paper. Considering multiple-b…