Yang Liu (刘洋)

Assistant Professor at Tongji University, specializing in artificial intelligence for smart industry and autonomous driving applications.

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Research Areas

Leading innovative research at the intersection of artificial intelligence, computer vision, and real-world applications in smart industry and autonomous systems.

Environmental Perception

Advanced algorithms for environmental perception, anomaly detection, and scene understanding in complex industrial and autonomous driving scenarios using multimodal sensor fusion.

Multimodal AI

Integration of multiple data modalities including visual, textual, and sensor data for comprehensive understanding and decision-making in resource-constrained environments.

Smart Industry

AI-driven solutions for industrial automation, quality control, and predictive maintenance in manufacturing and production environments.

Recent Publications

Latest research contributions to top-tier venues

View All Publications
  • IEEE TIP 2025 Latest

    CRCL: Causal Representation Consistency Learning for Anomaly Detection

    A novel causal representation consistency learning framework for anomaly detection in surveillance videos. The method leverages causal inference principles to improve robustness and generalization.

    Yang Liu, et al.
  • IEEE TIE 2025 Latest

    Improving Robotic Grasp Detection via Grasp Transformer

    A novel grasp transformer architecture with pixel-wise contrastive learning for improving robotic grasp detection under sparse annotations.

    Yang Liu, et al.
  • ACM MM 2023 Top Conference

    Learning Causality-inspired Representation Consistency for Video Anomaly Detection

    A novel causality-inspired representation consistency learning framework for video anomaly detection that leverages causal inference principles to learn robust representations.

    Yang Liu, et al.

Get In Touch

Interested in collaboration, research opportunities, or academic discussions? Feel free to reach out for professional inquiries.

Contact Information

yang_liu@ieee.org
+86 132-6260-1101 (WeChat)
Tongji University, Shanghai, China

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