102 citations · 359 across the 10 of their papers we have counts for
10 papers
Data-Driven Modeling with Experimental Augmentation for the Modulation Strategy of the Dual-Active-Bridge Converter
Xinze Li, Josep Pou, Jiaxin Dong +4
For the performance modeling of power converters, the mainstream approaches are essentially knowledge-based, suffering from heavy manpower burden and low modeling accuracy. Recent…
Feature-aware conditional GAN for category text generation
Xinze Li, Kezhi Mao, Fanfan Lin +1
Category text generation receives considerable attentions since it is beneficial for various natural language processing tasks. Recently, the generative adversarial network (GAN) h…
Particle swarm optimization with state-based adaptive velocity limit strategy
Xinze Li, Kezhi Mao, Fanfan Lin +1
Velocity limit (VL) has been widely adopted in many variants of particle swarm optimization (PSO) to prevent particles from searching outside the solution space. Several adaptive V…
Artificial-Intelligence-Based Triple Phase Shift Modulation for Dual Active Bridge Converter with Minimized Current Stress
Xinze Li, Xin Zhang, Fanfan Lin +2
The dual active bridge (DAB) converter has been popular in many applications for its outstanding power density and bidirectional power transfer capacity. Up to now, triple phase sh…
Artificial-Intelligence-Based Hybrid Extended Phase Shift Modulation for the Dual Active Bridge Converter with Full ZVS Range and Optimal Efficiency
Xinze Li, Xin Zhang, Fanfan Lin +2
Dual active bridge (DAB) converter is the key enabler in many popular applications such as wireless charging, electric vehicle and renewable energy. ZVS range and efficiency are tw…
Artificial-Intelligence-Based Design for Circuit Parameters of Power Converters
X. Li, X. Zhang, F. Lin +1
Parameter design is significant in ensuring a satisfactory holistic performance of power converters. Generally, circuit parameter design for power converters consists of two proces…
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
Xinze Li, Zhenghao Liu, Chenyan Xiong +4
This paper presents Structure Aware Dense Retrieval (SANTA) model, which encodes user queries and structured data in one universal embedding space for retrieving structured data. S…
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
Xinze Li, Yixin Cao, Muhao Chen +1
Goal-oriented Script Generation is a new task of generating a list of steps that can fulfill the given goal. In this paper, we propose to extend the task from the perspective of co…
On the equidistribution of closed geodesics and geodesic nets
Xinze Li, Bruno Staffa
We show that given a closed -manifold , for a generic set of Riemannian metrics on there exists a sequence of closed geodesics that are equidistributed in if $n=2…
An Automated Data Engineering Pipeline for Anomaly Detection of IoT Sensor Data
Xinze Li, Baixi Zou
The rapid development in the field of System of Chip (SoC) technology, Internet of Things (IoT), cloud computing, and artificial intelligence has brought more possibilities of impr…