Key papers

• MMRM: A Multiplex Multimodal Representation Model for Product Ranking in E-commerce Search (2026)
  Zhen-Lin Chen et al.
  4.39
• EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation (2026)
  Zilong Huang et al.
  4.39
• Enhancing Relation Modeling with Social Attributes for Social Media Popularity Prediction (2026)
  Bolun Zheng et al.
  4.39
• Context-aware Modality-Topology Co-Alignment for Multimodal Attributed Graphs (2026)
  Sirui Zhang et al.
  4.33
• Multi-level context Modeling for consistent expert selection in Mixture-of-Experts (2026)
  Shuhan Huang et al.
  3.51
• Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis? (2026)
  Yubo Gao et al.
  3.51
• Recent Advances in Multimodal Affective Computing: An NLP Perspective (2024)
  Guimin Hu and Weimin Lyu and Chang Sun and Zhihong Zhu and Lin Gui and Ruichu Cai and Erik Cambria and Hasti Seifi
  3.09
• Trisprompt: A Hierarchical Soft Prompt Model For Multimodal Rumor Detection With Incomplete Modalities (2025)
  Jiajun Chen, Yangyang Wu, Xiaoye Miao, et al.
  2.87
• Learning Item Representations Directly From Multimodal Features For Effective Recommendation (2025)
  Xin Zhou, Xiaoxiong Zhang, Dusit Niyato, et al.
  2.82
• QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference (2026)
  Miao Zhang et al.
  1.78
• Mixture of Disentangled Experts with Missing Modalities for Robust Multimodal Sentiment Analysis (2026)
  Xiang Li et al.
  1.72
• DMESR: Dual-view MLLM-based Enhancing Framework for Multimodal Sequential Recommendation (2026)
  Min Huang et al.
  1.72
• ArtCognition: A Multimodal AI Framework for Affective State Sensing from Visual and Kinematic Drawing Cues (2026)
  Behrad Binaei-Haghighi et al.
  1.67
• A Geolocation-Aware Multimodal Approach for Ecological Prediction (2026)
  Valerie Zermatten et al.
  1.67
• HVD: Human Vision-Driven Video Representation Learning for Text-Video Retrieval (2026)
  Zequn Xie et al.
  1.67
• Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion (2025)
  Zhiqiang Liu et al.
  1.44
• Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion (2025)
  Lijian Li
  1.33
• Conformal Predictive Monitoring For Multi-modal Scenarios (2025)
  Francesca Cairoli, Luca Bortolussi, Jyotirmoy V. Deshmukh, et al.
  1.28
• Causal Representation Learning From Multimodal Clinical Records Under Non-random Modality Missingness (2025)
  Zihan Liang, Ziwen Pan, Ruoxuan Xiong
  1.28
• FSRF: Factorization-guided Semantic Recovery For Incomplete Multimodal Sentiment Analysis (2025)
  Ziyang Liu, Pengjunfei Chu, Shuming Dong, et al.
  1.28
• Causal Inspired Multi Modal Recommendation (2025)
  Jie Yang, Chenyang Gu, Zixuan Liu
  1.28
• Hyperfusion: Hierarchical Multimodal Ensemble Learning For Social Media Popularity Prediction (2025)
  Liliang Ye, Yunyao Zhang, Yafeng Wu, et al.
  1.28
• Cross-contrastive Clustering For Multimodal Attributed Graphs With Dual Graph Filtering (2025)
  Haoran Zheng, Renchi Yang, Hongtao Wang, et al.
  1.28
• RMMSS: Towards Advanced Robust Multi-modal Semantic Segmentation With Hybrid Prototype Distillation And Feature Selection (2025)
  Jiaqi Tan, Xu Zheng, Yang Liu
  1.22
• MGeo: Multi-Modal Geographic Pre-Training Method (2023)
  Ruixue Ding et al.
  —
• Two eyes, Two views, and finally, One summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization (2024)
  Anisha Saha et al.
  —