Staff Research Fields in the School of AI and Advanced Computing
| Staff | Research Domains | Research Papers | Research Projects | |||
| Project Title | Project Category | Funding Name | Duration | |||
| Angelos Stefanidis Angelos.Stefanidis@xjtlu.edu.cn |
Computer Science curricula development
Social computing Digital addiction and online gambling AI for Digital Health |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/angelos-stefanidis | ||||
| Di Zhang Di.Zhang@xjtlu.edu.cn |
Intelligent Network Control
Fault diagnosis Traffic Prediction IoT Data Mining Business Intelligence |
Content-aware Knowledge Tracing in Math/CS Courses | XJTLU | Teaching Development Fund(TDF) | 2023/03-2026/01 | |
| Hengyan Liu Hengyan.Liu@xjtlu.edu.cn |
Signal processing
Super-resolution algorithms Inverse problem Deep reinforcement learning (DRL) Machine learning |
Towards Artificial General Intelligence: Infer and Apply Transferable Knowledge for Reunforcement Learning | XJTLU | Research Development Fund(RDF) | 2023/07-2026/07 | |
| Hongbin Liu Hongbin.Liu@xjtlu.edu.cn |
Computer vision
spatio-temporal analysis big data AI reinforcement learning |
MPL-GAN: Toward Realistic Meteorological Predictive Learning Using Conditional Gan. IEEE Access. 2020 | ||||
| Hongseng Gan Hongseng.Gan@xjtlu.edu.cn |
Medical Image Processing
Machine Learning Computer Vision |
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| Huakang Li Huakang.Li@xjtlu.edu.cn |
Theoretical and academic aspects 1. Text knowledge extraction, including named entity recognition and relationship extraction 2. Knowledge Graph construction and reasoning, including graph network analysis and dynamic link discoveryIndustrial application 1. Extraction of enterprise name, amount, effective time, etc. in the contract 2. Extraction of professional title, number, address and mutual relationship in policy documents 3. Through the extracted knowledge graph, multiple rounds of question and answer of domain knowledge are realized. |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/huakang-li | 1.Natural resource knowledge graph construction and collaboration technology | 1.National grant | 1.Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Land and Resources of China | 1.2020/01-2021/07 |
| 2.Application of semantic technology in patent examination | 2.National grant | 2.State Intellectual Property Office (SIPO) | 2.2022/05-2022/12 | |||
| 3.Knowledge graph-based logistics Q&A technology research and industrialization | 3.Provincial grant | 3.“Six Talents Peak” High-level Talent Projects in Jiangsu Province | 3.2020/01-2022/12 | |||
| 4.Semantic network-based patent content novelty analysis to implement the construction of knowledge graph and semantic network structure analysis of invention patent content | 4.Municipal grant | 4.Suzhou Science and Technology Development Plan (Key Industrial Technological Innovation) Project | 4.2022/01-2024/12 | |||
| 5.Research on Text Semantic Mining for Patent Novelty | 5.XJTLU | 5.Research Development Fund (RDF) | 5.2021/09-2023/12 | |||
| Jianjia Wang Jianjia.Wang@xjtlu.edu.cn |
Statistical and structural pattern recognition
Complex networks Information theory Thermodynamic and quantum statistics especially in graph and network analysis |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/jianjia-wang | ||||
| Jingxin Liu Jingxin.Liu@xjtlu.edu.cn |
Pathological Image Analysis
Medical Image Analysis Computer Vision Image Processing |
Automated tumor proportion score analysis for PD-L1(22C3) expression in lung squamous cell carcinoma. Scientific reports. 2021 | 1.Research on Domain Generalization of Pathological Image Based on Self-supervised Learning | 1.National Level | 1.NSFC | 1.2023/01-2025/12 |
| 2.Research on Key Techniques of Computer-Aided Diagnostic System for Immunohistochemical Images | 2.Provincial and ministerial level | 2.Jiangsu Province Natural ScienceNatural Science Foundation | 2.2022/07-2025/06 | |||
| 3.Research on Domain Generalization of Pathological Image Based on Self-supervised Learning | 3.XJTLU | 3.Research Development Fund(RDF) | 3.2022/09-2025/08 | |||
| Jionglong Su Jionglong.Su@xjtlu.edu.cn |
Biomedical Image Analysis
Portfolio Management Bioinformatics Statistics |
1) Stepwise feature fusion: Local guides global Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: IEEE 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part III 2) Bilateral-ViT for Robust Fovea Localization 19th IEEE International Symposium on Biomedical Imaging (ISBI), Kolkata, India, 2022 3) Application of Deep Q-Network in Portfolio Management 2020 5th IEEE International Conference on Big Data Analytics (ICBDA), Xiamen, China, 2020 |
Construction of an intelligent information platform for precise cytological screening of cervical cancer KSF-A-22 | Prefecture-level | KSF | 2020-2022 |
| Jasmine Kah phooi Seng Jasmine.Seng@xjtlu.edu.cn |
AI & Intelligent Systems
Data Science & Machine Learning Big Data and Data Analytics Internet of Things (IoT) Edge AI and Computing Multimodal Information Processing Embedded Intelligence & Systems Mobile Software Development |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/jasmine-seng | 1.SMARTWINE – Smartphone-based Decision Support Tool for Large-Scale Vineyard Management | 1.National grant | 1.Australian Grape and Wine Administration | 1.2018-2021 |
| 2.Diagnostic APP for Vine Nutritional Disorders | 2.National grant | 2.Australian Grape and Wine Administration | 2.2018-2021 | |||
| 3.Multimodal Narrative Extraction | 3.Municipal grant | 3.AI for Data Mining (AI4DM) | 3.2021-2022 | |||
| Maruf Hasan MdMaruf.Hasan@xjtlu.edu.cn |
Natural Language Processing
Information Retrieval E-learning Digital Library Semantic Web Technologies |
1.Cloud-Enabled Social Media Analytics and Crowdsourcing Framework for Crisis Management and National Security （Co-PI） | 1.National grant | 1.Research Development Office(RDO), Ministry of Education, Kingdom of Saudi Arabia | 1.2020-2023 | |
| 2.Development of an AI-powered system for automatic detection and management of plant disease, nutrition deficiency, and pest control （Co-PI） | 2.University grant | 2.Research Development Office(RDO), Ministry of Education, Kingdom of Saudi Arabia | 2.2020/01-2020/12 | |||
| 3.Development of a Precision Agriculture Testbed using Low-cost IoT-based Data Collection, AI Machine Learning and Cloud-based Computing Framework | 3.Municipal grant | 3.Deanship of Scientific Research, King Faisal University (KFU) | 3.2020-2021 | |||
| 4.Development of a Trustworthy Framework for the Application of Artificial Intelligence Technologies in National Security and Social Good | 4.XJTLU | 4.Research Development Fund(RDF) | 4.2022/09-2024/08 | |||
| Qi Chen Qi.chen02@xjtlu.edu.cn |
Deep learning Natural language processing Social media data mining Smart city applications |
1. A Survey on an Emerging Area: Deep Learning for Smart City Data. IEEE Transaction on Emerging Topics in Computational Intelligence. 2019 2. Multi-modal generative adversarial networks for traffic event detection in smart cities. Expert Systems With Applications. 2021 3. Zero-shot Text Classification via Knowledge Graph Embedding for Social Media Data. IEEE Internet of Things Journal. 2022 |
Knowledge-Enriched Transfer Learning in Natural Language Processing | XJTLU | Research Development Fund(RDF) | 2023/01-2024/12 |
| Siqi Huang Siqi.Huang@xjtlu.edu.cn |
Mobile edge computing
Mobile augmented/virtual reality (AR/VR) System design and optimization for video streaming and analysis Machine learning techniques for mobile and embedded devices (TinyML) AI ethical related research topics |
1. A Cloud Computing Based Deep Compression Framework for UHD Video Delivery. IEEE Transaction on Cloud Computing. 2022 2. Budget-Aware Video Crowdsourcing at the Cloud-Enhanced Mobile Edge. IEEE Transaction on Network and Service Management. 2021 |
1.Study on Localization and Navigation for Moving Robots under ROS2 | 1.XJTLU | 1.JITRI JOINT master Project | |
| 2.Research on tunnel risk identification algorithm based on deep learning | 2.XJTLU | 2.JITRI JOINT master Project | ||||
| 3.3D Reconstruction of Large-scale Indoor Scenes Based on Binocular Camera | 3.XJTLU | 3.JITRI JOINT master Project | ||||
| 4.AI-enabled Optimization for Short Video Streaming Applications | 4.XJTLU | 4.Research Development Fund(RDF) | 4.2023/01-2025/12 | |||
| Shanshan Zhao Shanshan.Zhao@xjtlu.edu.cn |
Remote sensing imaging
Edge AI AI design |
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| Yuxuan Zhao Yuxuan.Zhao02@xjtlu.edu.cn |
Deep Learning
Image and Video Processing Computer Vision (Video Anomaly Detection) Machine Learning Applications Haptic Feedback in Virtual Reality |
1. Improved two-stream model for human action recognition. EURASIP Journal on Image and Video Processing. 2020 2. A novel two-stream structure for video anomaly detection in smart city management. Springer Link. 2021 |
Computer Vision-Based Traffic Accident Detection | XJTLU | Summer Undergraduate Research Fellowships (SURF) | 2023.06 |
| Zhen.Hua Zhen.hua@xjtlu.edu.cn |
计算智能
模糊逻辑 与运筹学的交叉 |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/zhen-hua | ||||
| Zhengyong Jiang Zhengyong.Jiang02@xjtlu.edu.cn |
Machine learning methods in portfolio management
Big data and deep learning for medical image classification Applications in Distributed Computing Technology |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/zhengyong-jiang02 | ||||
| Pengjing Xu Pengjing.Xu@xjtlu.edu.cn |
Active Learning
Deep Learning Perceptual Learning Computer Vision Visual Psychometrics |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/pengjing-xu | ||||
| Xianxu Hou Xianxu.Hou@xjtlu.edu.cn |
Generative adversarial networks
Diffusion models and their applications in face image generation and manipulation |
https://www.xjtlu.edu.cn/zh/study/departments/school-of-ai-and-advanced-computing/school-staff/academic-staff/staff/xianxu-hou | ||||
