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Zhaobo K. Zheng

2 accepted papers

2025

Self-Supervised Learning-Based Multimodal Prediction on Prosocial Behavior Intentions

ICASSP 2025accepted

Human state detection and behavior prediction have seen significant advancements with the rise of machine learning and multimodal sensing technologies. However, predicting prosocial behavior intentions in mobility scenarios, such as helping others on the road, is an underexplored area. Current resea…

Cited by 0SourceScholar
2024

Beyond Empirical Windowing: An Attention-Based Approach for Trust Prediction In Autonomous Vehicles

ICASSP 2024accepted

Humans’ internal states play a key role in human-machine interaction, leading to the rise of human state estimation as a prominent field. Compared to swift state changes such as surprise and irritation, modeling gradual states like trust and satisfaction are further challenged by label sparsity: lon…

Cited by 0SourceScholar