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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Chenglizhao Chen

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Aug 2026

Personal Behavior-Robust and Interpretable Multimodal Sentiment Analysis

Sentiment analysis, crucial in fields like human computer interaction and mental health, has advanced through multimodal fusion and large-scale language models. People exhibit significant variability in emotional expressions due to behavioral differences, yet existing methods often apply generic models across populatio...

Wenjuan Gong, Jiarui Li, Tingbo Shi et al. · 0 citations
Jul 2026

Structured Evidence Selection for Weakly Supervised Video Anomaly Detection

A Structured Evidence Selection framework (SESAD) that reformulates anomaly detection as a structured reasoning process over clip-level visual evidence and performs context-conditioned selection under scene and action constraints, thereby alleviating semantic entanglement under weak supervision.

Chenglizhao Chen, Tianxiang Nan, Wen Li et al. · 0 citations
Open access Jul 2026

GazeHRNet: Head-Centric Spatial Encoding and Gaze-Aware Feature Interaction for Gaze Target Detection

GazeHRNet is proposed, a head-centric reasoning framework for RGB-based gaze target detection that combines coarse spatial reasoning with fine-grained anisotropic heatmap prediction, enabling reliable target localization under cluttered scenes and varying head positions.

Tianxiang Nan, Chenglizhao Chen, Xi Chen et al. · 0 citations

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