Publications

Journals (selected)

• Online Workload Scheduling for Social Welfare Maximization in the Computing Continuum
  IEEE Transactions on Services Computing (TSC), 2025 [PDF]
• Long-Term Water Quality Prediction With Transformer-Based Spatial-Temporal Graph Fusion
  IEEE Transactions on Automation Science and Engineering (TASE), 2025 [PDF]
• STMF: A Spatio-Temporal Multimodal Fusion Model for Long-term Water Quality Forecasting
  IEEE Internet of Things Journal (IOTJ), 2025 [PDF]
• Ontology-Based Semantic Reasoning for Multisource Heterogeneous Industrial Devices Using OPC UA
  IEEE Internet of Things Journal (IOTJ), 2025 [PDF]
• Hybrid Water Quality Prediction With Multimodal Low-Rank Fusion and Localized Attention
  IEEE Internet of Things Journal (IOTJ), 2025 [PDF]
• Cost-Minimized Computation Offloading and User Association in Hybrid Cloud and Edge Computing
  IEEE Internet of Things Journal (IOTJ), 2024 [PDF]
• Large AI Models and Their Applications: Classification, Limitations, and Potential Solutions
  Software: Practice and Experience (SPE), 2024 [PDF]
• Partial and cost-minimized computation offloading in hybrid edge and cloud systems
  Expert Systems with Applications (ESWA), 2024 [PDF]
• Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for high-dimensional problems
  Information Sciences (INS), 2023 [PDF]

Conferences (selected)

• Multi-swarm genetic gray wolf optimizer with embedded autoencoders for high-dimensional expensive problems
  2023 IEEE International Conference on Robotics and Automation (ICRA 2023) [PDF] [Poster]
• Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for complex optimization problems
  2023 IEEE International Conference on Robotics and Automation (ICRA 2023) [PDF] [Slide] [Poster]
• Chinese MentalBERT: Domain-adaptive pre-training on social media for Chinese mental health text analysis
  The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) [PDF]
• Cost-Minimized Partial Computation Offloading in Cloud-Assisted Mobile Edge Computing Systems
  2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023) [PDF] [Slide]
• Surrogate-Assisted Multi-Class Collaborative Teaching and Learning Optimizer for High-Dimensional Industrial Optimization Problems
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024) [PDF]
• Cost-Minimized Partial Computation Offloading in Heterogeneous Edge-Cloud Systems (Best Paper Award)
  2024 7th International Symposium on Autonomous Systems (ISAS 2024) [PDF]
• Data-Driven Modeling and Working Condition Prediction in Process Industry Production (Best Application Paper Award)
  2024 International Conference on Networking, Sensing and Control (ICNSC 2024) [PDF]
• Energy-minimized Partial Computation Offloading in Cloud-assisted Vehicular Edge Computing Systems
  2023 International Conference on Networking, Sensing and Control (ICNSC 2023) [PDF]
• Multi-Classification Decision Fusion Based on Stacked Sparse Shrink AutoEncoder and GS-Tabnet for Network Intrusion Detection
  2024 10th International Conference on Control, Decision and Information Technologies (CoDIT 2024) [PDF]
• Multi-Indicator Water Quality Prediction Using Multimodal Bottleneck Fusion and ITransformer with Attention
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024) [PDF]
• Ontology Mapping-Based Semantic Reasoning with OPC UA for Heterogeneous Industrial Devices
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024) [PDF]
• Water Quality Anomaly Detection with Dual Sliding Windows and Convolutional LSTM
  2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024) [PDF]
• Spatial-Temporal Graph Fusion Transformer for Long-term Water Quality Prediction
  2024 6th International Conference on Industrial Artificial Intelligence (IAI 2024) [PDF]
• Self-Adaptive Dragonfly Optimizer with Random Forest and Kernel Principal Component Analysis for Complex Optimization Problems
  2024 China Automation Congress (CAC 2024) [PDF]
• Long-term Water Quality Prediction based on Intelligent Optimization and Seasonal-trend Decomposition
  2024 IEEE 20th International Conference on Automation Science and Engineering (CASE 2024) [PDF]
• WaterTS: Integrating Enhanced Transformer, Sliding Block, and Channel Independence for Long-term Water Quality Prediction
  2024 IEEE 20th International Conference on Automation Science and Engineering (CASE 2024) [PDF]