GitHub

Multimodal Emotion Recognition in Conversations via Graph Structure Learning

Python 3.10.13 PyTorch 1.13.0 torch_geometric 2.5.2 torch-cluster 1.6.1 torch-scatter 2.1.1 torch-sparse 0.6.17 torch-spline-conv 1.2.2 sparsemax 0.1.9 CUDA 11.7 Train RIGSL using the MELD dataset.
IEEE

Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition

Abstract: Multimodal emotion recognition in conversation (MERC) has garnered substantial research attention recently. Existing MERC methods face several challenges: (1) they fail to fully harness ...
GitHub

Task Manager PRO — Production-Grade Task Management System

Task Manager PRO is a production-grade distributed task management system combining a Python CLI tool with a modern REST API. It demonstrates mastery of full-stack development: SQLAlchemy ORM, FastAPI ...
IEEE

OCGEC: One-class Graph Embedding Classification for DNN Backdoor Detection

Abstract: Deep Neural Networks (DNNs) have been found vulnerable to backdoor attacks, raising security concerns about their deployment in mission-critical applications. While numerous methods exist to ...