GRACE-Net: A Gated Reliability-Aware Attentive Compression Network for Multimodal Sentiment Analysis via Variational Information Bottleneck and Cross-Modal Attention Fusion

Muhammad Afiq Mohd Halim, Nurulhuda Zainuddin, Khyrina Airin Fariza Abu Samah, Masurah Mohamad, Ali Selamat. GRACE-Net: A Gated Reliability-Aware Attentive Compression Network for Multimodal Sentiment Analysis via Variational Information Bottleneck and Cross-Modal Attention Fusion. In Hamido Fujita, Ali Selamat, Masitah Ghazali, Moonis Ali, editors, Advances and Trends in Artificial Intelligence. Theory and Applications - 39th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2026, Kuala Lumpur, Malaysia, July 6-8, 2026, Proceedings, Part I. Volume 16614 of Lecture Notes in Computer Science, pages 131-142, Springer, 2026. [doi]