MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation

14 July 2021

Qin Jin

Papers citing "MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation"

24 / 24 papers shown

Title
Heterogeneous bimodal attention fusion for speech emotion recognition Jiachen Luo Huy Phan Lin Wang Joshua Reiss 44 0 0 09 Mar 2025
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues David Sasu Zehui Wu Ziwei Gong Run Chen Pengyuan Shi Lin Ai Julia Hirschberg Natalie Schluter 58 1 0 16 Feb 2025
Cross-modal Context Fusion and Adaptive Graph Convolutional Network for Multimodal Conversational Emotion Recognition Junwei Feng Xueyan Fan 132 0 0 28 Jan 2025
Improving Skeleton-based Action Recognition with Interactive Object Information Hao Wen Ziqian Lu Fengli Shen Zhe-Ming Lu Jialin Cui 36 0 0 10 Jan 2025
UGotMe: An Embodied System for Affective Human-Robot Interaction Peizhen Li Longbing Cao Xiao-Ming Wu Xiaohan Yu Runze Yang 31 0 0 24 Oct 2024
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics Chenwei Wan Matthieu Labeau Chloé Clavel 40 0 0 16 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 45 0 0 14 Aug 2024
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum Tao Meng Fuchen Zhang Yuntao Shou Wei Ai Nan Yin Keqin Li 34 21 0 27 Apr 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation Taeyang Yun Hyunkuk Lim Jeong-Hoon Lee Min Song 32 11 0 16 Jan 2024
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 30 2 0 04 Dec 2023
A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations Hui Ma Jian Wang Hongfei Lin Bo Zhang Yijia Zhang Bo Xu 23 40 0 31 Oct 2023
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition Lin Yuan Guoheng Huang Fenghuan Li Xiaochen Yuan Chi-Man Pun Guo Zhong 17 11 0 18 Aug 2023
ECQED: Emotion-Cause Quadruple Extraction in Dialogs Limin Zheng Donghong Ji Fei Li Hao Fei Shengqiong Wu Jingye Li Bobo Li Chong Teng 19 4 0 06 Jun 2023
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis Yaochen Liu Yazhou Zhang Dawei Song 11 8 0 06 Jun 2023
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation Guoqing Lv Jiang Li Xiaoping Wang Zhigang Zeng 21 1 0 13 Dec 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 28 110 0 21 Nov 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 31 15 0 16 Nov 2022
GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition Jiang Li Xiaoping Wang Guoqing Lv Zhigang Zeng 31 37 0 06 Jul 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database Jinming Zhao Tenggan Zhang Jingwen Hu Yuchen Liu Qin Jin Xinchao Wang Haizhou Li 25 52 0 09 May 2022
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition Zaijing Li Fengxiao Tang Ming Zhao Yusen Zhu 27 95 0 25 Mar 2022
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations Dou Hu Xiaolong Hou Lingwei Wei Lian-Xin Jiang Yang Mo 17 115 0 04 Mar 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Licai Sun B. Liu J. Tao 25 83 0 04 Mar 2022
Fusion with Hierarchical Graphs for Mulitmodal Emotion Recognition Shuyun Tang Zhaojie Luo Guoshun Nan Y. Yoshikawa H. Ishiguro 42 11 0 15 Sep 2021