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Xinggao Liu

Professor

Zhejiang University

China

Research Interests

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Articles (20)

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2027

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2026

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2026

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2025

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2025

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2024

Collaborators (1)

Xiaoyu Jiang

Zhejiang University

CHINA

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Xinggao Liu

Research Interests

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Articles (20)

Heterogeneous information fusion in graph-based asynchronous hierarchical multi-agent reinforcement learning for hybrid-action task offloading

LMT-Net: A hybrid forecasting framework with LLM-guided mechanistic router spatial attention for biochemical industry process

Mechanism-guided time series contrastive learning for soft sensing in erythromycin fermentation

DeepFilter: A Transformer-Style Framework for Accurate and Efficient Process Monitoring

Pose Estimation-Driven Scene Reconstruction for Applications in Immersive Environments

A semantically guided multimodal graph neural network for process factor forecasting of industrial IoT systems

Discovering explicit and implicit causality for bioprocess factor forecasting

Negative samples filter of contrastive learning for time series classification

Online Time-Series Contrastive Learning for Soft Sensing of Biopharmaceutical Processes

Toward Accessible AI Research for Complex Batch Biochemical Processes

Distributed Multiagent Reinforcement Learning Approach for Multiserver Multiuser Task Offloading

Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification

Reducing overestimation with attentional multi-agent twin delayed deep deterministic policy gradient

Gate-based GWNet for process quality filter and multioutput prediction

SWAformer: A novel shifted window attention Transformer model for accurate power distribution prediction

Controllable Mixture-of-Experts for Multivariate Soft Sensors

Graph-Based Multiscale Stacked Autoencoder for Biopharmaceutical Processes Soft Sensor

LSPT-D: Local Similarity Preserved Transport for Direct Industrial Data Imputation

TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors

A data-driven guaranteed zonotopic estimation for unknown time-varying system

Collaborators (1)

Xiaoyu Jiang

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