Jing Yang

A Performance Evaluation Model for Virtual Servers in KVM-Based Virtualized System

2015

According to the statistics, there is low resource utilization and high energy consumption in traditional servers. To reduce the cost, more and more companies begin to build virtual servers. Sever virtualization implements the mapping from …

Protection of Location Privacy Based on Distributed Collaborative Recommendations

2016 · PLoS ONE

In the existing centralized location services system structure, the server is easily attracted and be the communication bottleneck. It caused the disclosure of users' location. For this, we presented a new distributed collaborative recommendation strategy …

Distributed estimation of a spatially correlated random field in decentralized sensor networks

2017

We study the distributed estimations of a spatially correlated random field with decentralized wireless sensor networks (WSNs). Nodes in the WSN take spatial samples of the random field, then each node estimates the values of …

Cross-Modal Knowledge Distillation For Fine-Grained One-Shot Classification

2021

Few-shot learning can recognize a novel category based on only a few samples because it learns to learn from a lot of labeled samples during the training process. When data is insufficient, the performance is …

Variational Principle for Optimal Quantum Controls in Quantum Metrology

2022 · Physical Review Letters

We develop a variational principle to determine the quantum controls and initial state that optimizes the quantum Fisher information, the quantity characterizing the precision in quantum metrology. When the set of available controls is limited, …

Causal structure learning of nonlinear additive noise model based on streaming feature

2021 · 2021 International Conference on Data Mining Workshops (ICDMW)

The current streaming feature structure learning needs to be improved in the processing of nonlinear continuous data and the dynamic acquisition of causal structures. In this paper, we propose a causal structure learning algorithm, CANSF, …

Additive Noise Model Structure Learning Based on Spatial Coordinates

2022 · Journal of Physics Conference Series

Abstract A new algorithm named SCB (Spatial Coordinates Based) algorithm is presented for structure learning of additive noise model, which can effectively deal with nonlinear arbitrarily distributed data. This paper makes three specific contributions. Firstly, …

Hydraulic-driven piezoelectric ozonation process for nitrobenzene degradation: synergy, energy consumption, impact factors, mechanism, and application potential

2022 · Environmental Science Water Research & Technology

The IBP is efficiently degraded by ˙OH in the PE-O 3 process with less energy consumption and excellent stability.

Span-based joint entity and relation extraction augmented with sequence tagging mechanism

2022 · arXiv (Cornell University)

Span-based joint extraction simultaneously conducts named entity recognition (NER) and relation extraction (RE) in text span form. However, since previous span-based models rely on span-level classifications, they cannot benefit from token-level label information, which has …

Additive Noise Model Structure Learning Based on Spatial Coordinates

2024 · IEEE Transactions on Artificial Intelligence

Discovering causal relationships from a large amount of observational data is an important research direction in data mining. To address the challenges of discovering and constructing causal networks on nonlinear and high-dimensional data, this paper …

Bidirectional Complementary Correlation-Based Multimodal Aspect-Level Sentiment Analysis

2024 · International Journal on Semantic Web and Information Systems

Aspect-based sentiment analysis is the key to natural language processing, and it focuses on the polarity of emotions associated with specific text aspects. Traditional models that combine text and visual data tend to ignore the …

Securing the Future After PagerBombs: Lifecycle Protection of Smart Devices via Blockchain Intelligence

2024 · IEEE/CAA Journal of Automatica Sinica

The Lebanese wireless device explosion incident has drawn widespread attention, involving devices such as pagers, walkie-talkies, and other common devices [1]. This event has revealed and highlighted the security vulnerabilities in global supply chains from …

Real-positive-neighbors guide Contrastive Graph Clustering Network

2025

The rapid advancement of deep learning has introduced promising techniques for attribute graph clustering. However, existing deep attributed graph clustering methods face two key limitations: (1) insufficient exploration of multi-scale neighborhood structural information during training, …

Anomaly detection based on spatiotemporal LSTM with Transformer-AE generative adversarial networks

2025

As digital intelligent industries continue to evolve, the time series data generated by industrial sensors has become increasingly complex and continues to expand, complicating timely anomaly detection. Therefore, time series anomaly detection has become particularly …

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution

2025 · arXiv (Cornell University)

Autonomous agents play a crucial role in advancing Artificial General Intelligence, enabling problem decomposition and tool orchestration through Large Language Models (LLMs). However, existing paradigms face a critical trade-off. On one hand, reusable fixed workflows …