Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State-of-the-Art and Future Directions. - Qiang Duan 002; Shijing Hu 001; Ruijun Deng; Zhihui Lu 002 (Sensors, 2022)

LoCom: An Efficient Load-Balanced Concurrency Optimization Method for Bulk-Commodity Regulatory Systems. - Hengqi Guo; Lianggui Chen; Wenbin Huang; Junxiong Lin; Zhihui Lu 002; Shijing Hu 001; Gao Zou; Dayao Sha (ICSS, 2023)

An Analysis and Comparison of the Development Status of Green Data Centers in China. - Junxiong Lin; Shijing Hu 001; Zhihui Lu 002; Ruijun Deng (SmartCloud, 2023)

Combining Federated Learning and Edge Computing Toward Ubiquitous Intelligence in 6G Network: Challenges, Recent Advances, and Future Directions. - Qiang Duan 002; Jun Huang 002; Shijing Hu 001; Ruijun Deng; Zhihui Lu 002; Shui Yu 001 (IEEE Commun. Surv. Tutorials, 2023)

E-SAWM: A Semantic Analysis-Based ODF Watermarking Algorithm for Edge Cloud Scenarios. - Lijun Zu; Hongyi Li; Liang Zhang; Zhihui Lu 002; Jiawei Ye; Xiaoxia Zhao; Shijing Hu 001 (Future Internet, 2023)

AMFiD: Attention Mechanism Based Deep Forgery Face Image Detection for Fintech Regulation. - Shijing Hu 001; Hengqi Guo; Jing Liu; Mingyu Gu; Zhihui Lu 002; Jirui Yang; Yuan Deng; Qiang Duan 002 (ICSS, 2024)

Motico: An attentional mechanism network model for smart aging disease risk prediction based on image data classification. - Feng Zhou 014; Shijing Hu 001; Xin Du 002; Zhihui Lu 002 (Comput. Biol. Medicine, 2024)

LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Perception System. - Shijing Hu 001; Ruijun Deng; Xin Du 002; Zhihui Lu 002; Qiang Duan 002; Yi He; Shih-Chia Huang; Jie Wu 003 (CoRR, 2024)

CoLLaRS : A cloud-edge-terminal collaborative lifelong learning framework for AIoT. - Shijing Hu 001; Junxiong Lin; Zhihui Lu 002; Xin Du 002; Qiang Duan 002; Shih-Chia Huang (Future Gener. Comput. Syst., 2024)

InvMetrics: Measuring Privacy Risks for Split Model-Based Customer Behavior Analysis. - Ruijun Deng; Shijing Hu 001; Junxiong Lin; Jirui Yang; Zhihui Lu 002; Jie Wu 003; Shih-Chia Huang; Qiang Duan 002 (IEEE Trans. Consumer Electron., 2024)

A Lightweight Neural Network Model for Disease Risk Prediction in Edge Intelligent Computing Architecture. - Feng Zhou 014; Shijing Hu 001; Xin Du 002; Xiaoli Wan; Jie Wu 003 (Future Internet, 2024)

Efficient Joint Communication and Computation Placement for Large-scale SNN Simulation on Supercomputers. - Yubing Bao; Zhihui Lu 002; Xin Du 002; Qiang Duan 002; Jirui Yang; Jin Zhao 001; Geyong Min; Yang Chen 001; Shijing Hu 001; Xin Wang 002 (ICDCS, 2025)

Dynamic Model and Node Selection for Collaborative Inference of Large/Small Models in Vehicular Networks. - Mengke Zheng; Zhihui Lu 002; Qiang Duan 002; Baoqi Huang; Shijing Hu 001 (ICWS, 2025)

GRIFFIN: Effective Token Alignment for Faster Speculative Decoding. - Shijing Hu 001; Jingyang Li; Xingyu Xie; Zhihui Lu 002; Kim-Chuan Toh; Pan Zhou 002 (NeurIPS, 2025)

ACSarF: a DRL-based adaptive consortium blockchain sharding framework for supply chain finance. - Shijing Hu 001; Junxiong Lin; Xin Du 002; Wenbin Huang; Zhihui Lu 002; Qiang Duan 002; Jie Wu 003 (Digit. Commun. Networks, 2025)

FI-NL2PY2SQL: Financial Industry NL2SQL Innovation Model Based on Python and Large Language Model. - Xiaozheng Du; Shijing Hu 001; Feng Zhou 014; Cheng Wang; Binh Minh Nguyen (Future Internet, 2025)

LAECIPS: Large vision model assisted adaptive edge-cloud collaboration for IoT-based embodied intelligence system. - Shijing Hu 001; Zhihui Lu 002; Xin Xu; Ruijun Deng; Xin Du 002; Qiang Duan 002 (J. Ind. Inf. Integr., 2025)

DeMas: An efficient method for malicious samples detection and mitigation in cloud-based systems. - Hengqi Guo; Shijing Hu 001; Xin Xu; Yusiyuan Chen; Weishen Lu; Baoqi Huang; Qiang Duan 002 (J. Syst. Archit., 2025)

Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding. - Shijing Hu 001; Jingyang Li; Zhihui Lu 002; Pan Zhou 002 (CoRR, 2025)

Prefix Probing: Lightweight Harmful Content Detection for Large Language Models. - Jirui Yang; Hengqi Guo; Zhihui Lu 002; Yi Zhao; Yuansen Zhang; Shijing Hu 001; Qiang Duan 002; Yinggui Wang; Tao Wei 002 (CoRR, 2025)

LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries. - Xuancheng Ren; Shijing Hu 001; Zhihui Lu 002; Jiangqi Huang; Qiang Duan 002 (CoRR, 2026)