| 2026 | PAKDD | ProvGrapher: A Top-K Approximate Tuple-Level Data Provenance Framework via Graph Neural Network. | Dehua Chen, Zhifen Yang, Ziteng He |
| 2026 | PAKDD | Interpretable Prediction of Alzheimer's Disease via Neural Granger Causality Discovery. | Jinyang Xie, Qiao Pan, Dehua Chen, Mei Wang |
| 2025 | IJCNN | A Real-time Vein Puncture Segmentation Framework Based on YOLO and DEVA. | Qiubo Huang, Wupeng Zhao, Shiwen Tang, Dehua Chen |
| 2024 | ICONIP | LogMoE: Optimizing Mixture of Experts for Log Anomaly Detection via Knowledge Distillation. | Dehua Chen, Zhiwei Guo, Yu Shen, Mei Wang |
| 2024 | IJCNN | Financial Market Volatility Forecasting Based on Domain Adaptation. | Qiao Pan, Feifan Zhao, Dehua Chen |
| 2024 | ISPA | GPTLTS: Utilizing Multi-scale Convolution To Enhance The Long-term Time Series Forecasting With Pre-trained Model. | Dehua Chen, Zijian Shen, Mei Wang |
| 2024 | SMC | Deep Reinforcement Learning for Collaborative Inference in Local-Serverless Edge Computing. | Dehua Chen, Qinghe Dong, Qian He, Bingcheng Jiang |
| 2023 | ACML | Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction: A Novel Method. | Qiao Pan, Bin Yang, Dehua Chen, Mei Wang |
| 2023 | IJCNN | Causal Visual Feature Extraction for Image Classification Interpretation. | Chengzhuan Bao, Dehua Chen, Mei Wang, Qiao Pan |
| 2023 | IJCNN | MobileNet-Light: A Lightweight TCT Image Classification Model for Cervical Cancer. | XingWen Pan, Chengzhuan Bao, Dehua Chen |
| 2023 | IJCNN | MS-BioAP: A Pipeline for biomarker analysis based on data independent acquisition mass spectrometry. | ZhenHua Zhang, Dehua Chen, Mei Wang, Qiao Pan, Zhen Wang |
| 2022 | ICANN | Lymphoma Ultrasound Image Segmentation with Self-Attention Mechanism and Stable Learning. | Yingkang Han, Dehua Chen, Yishu Luo, Yijie Dong |
| 2022 | UIC | Lymphoma Ultrasound Image Classification with Causal Attention and Feature Fusion. | Dehua Chen, Yingkang Han, Yijie Dong, Xiaokang Zhou |
| 2021 | DASC | Prediction and Interpretation of Epidemic Spread Based on Long-Short Term Memory Model. | Qiao Pan, Qian Li, Dehua Chen, Liying Xie |
| 2021 | DASC | An Ontology-Driven Structured Processing Method for History of Present Illness of Discharge Summary. | Xinkai Rui, Chengzhuan Bao, Li Zhang, Dehua Chen |
| 2021 | DASC | Knowledge-Powered Thyroid Nodule Classification with Thyroid Ultrasound Reports. | Ming Zuo, Hongjin Zhao, Meihuaju Huang, Dehua Chen |
| 2021 | ICDM | Multi-Classification Prediction of Alzheimer's Disease based on Fusing Multi-modal Features. | Qiao Pan, Ke Ding, Dehua Chen |
| 2021 | UIC | Deep Personalized Prediction of MPA-AUC with Attentive Interactions in Kidney Transplantation. | Dehua Chen, Liping Zhang, Wei Zhang, Kun Shao, Weiliang Zhao, Xiaokang Zhou |
| 2020 | IJCNN | Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. | Dehua Chen, Amir Jalilifard, Adriano Veloso, Nivio Ziviani |
| 2019 | DASC | Clinical Knowledge Graph Embeddings with Hierarchical Structure for Thyroid Treatment Recommendation. | Dehua Chen, Chuang Ma, Yunying Wu |
| 2018 | HPCC | Joint Extraction of Entities and Relations of Breast Ultrasound Reports Based on Deep Learning. | Qiao Pan, Chunru Yu, Dehua Chen, Lan Xiang |
| 2018 | HPCC | Image and Text Fusion for Character-Based Breast Cancer Classification. | Pan Qiao, Yanhong Jin, Dehua Chen, Yuanyuan Zhang |
| 2018 | ILP | Context-Aware End-To-End Relation Extracting from Clinical Texts with Attention-based Bi-Tree-GRU. | Dehua Chen, Yunying Wu, Jiajin Le, Qiao Pan |
| 2018 | ISCC | Sentiment Analysis of Medical Comments Based on Character Vector Convolutional Neural Networks. | Qiao Pan, Hang Li, Dehua Chen, Kaiqi Sun |
| 2018 | ISPA | Robot Patrol Path Planning Based on Combined Deep Reinforcement Learning. | Wenqi Li, Dehua Chen, Jiajin Le |
| 2017 | ICONIP | Breast Cancer Malignancy Prediction Using Incremental Combination of Multiple Recurrent Neural Networks. | Dehua Chen, Guangjun Qian, Cheng Shi, Qiao Pan |
| 2017 | ICONIP | Thyroid Nodule Classification Using Hierarchical Recurrent Neural Network with Multiple Ultrasound Reports. | Dehua Chen, Cheng Shi, Mei Wang, Qiao Pan |
| 2017 | ISPA | The Risk Assessment of Breast Tumors Based on Text Data of Ultrasound Reports. | Qiao Pan, Lan Xiang, Chunru Yu, Yuanyuan Zhang, Dehua Chen, Gaonian Gao |
| 2016 | SNPD | STNoSQL: Creating NoSQL database on the SensibleThings platform. | Suna Yin, Dehua Chen, Jiajin Le |
| 2013 | ICNC | An improved referrer-based session identification algorithm using MapReduce. | Peng Huang, Dehua Chen, Jiajin Le |
| 2013 | ICNC | Automatically identify the website's key-Cookies for merging sessions. | Yue Li, Meng Zhou, Dehua Chen |
| 2012 | TrustCom | Formal Verification of a Key Agreement Protocol for Wireless Sensor Networks. | Yue Li, Dehua Chen, Thomas Newe |
| 2006 | FQAS | Reverse Nearest Neighbor Search in Peer-to-Peer Systems. | Dehua Chen, Jingjing Zhou, Jiajin Le |