MMSP-P11: Multimodal Recommendation and Social Media Analysis
Poster
Wed, 6 May, 14:00 - 16:00
Location: Poster Area 21
Session Type: Poster
Track: Multimedia Signal Processing [MM]
Click the to view the manuscript on IEEE Xplore Open Preview

MMSP-P11.1: ACIR-MACL: EFFECTIVE MULTIMODAL SENTIMENT ANALYSIS VIA ATTENTION-BASED CAUSAL INTERVENTION REGULARIZATION AND MULTI-ASPECT CONTRASTIVE LEARNING
Lei Liu, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang, Yunnan University, China

MMSP-P11.2: MUSICRS: BENCHMARKING AUDIO-CENTRIC CONVERSATIONAL RECOMMENDATION
Rohan Surana, Amit Namburi, Gagan Mundada, Abhay Lal, Zachary Novack, Julian McAuley, Junda Wu, University of California, San Diego, United States of America

MMSP-P11.3: PROPAGATING SIMILARITY, MITIGATING UNCERTAINTY: SIMILARITY PROPAGATION-ENHANCED UNCERTAINTY FOR MULTIMODAL RECOMMENDATION
Xinzhuo Wu, Dalian University of Technology, Zhejiang University, China; Hongbo Wang, Yuan Lin, Kan Xu, Liang Yang, Hongfei Lin, Dalian University of Technology, China

MMSP-P11.4: PREMAB: A MULTI-MODULE SHORT VIDEO RECOMMENDATION SYSTEM WITH FOUNDATION MODELS AND MAB TO SAVE COLD-START
Bo Liu, Ziqi Liu, Jilin University, China, China

MMSP-P11.5: AIMREC: ALIGNING BOTH INDIVIDUALS AND MODALITIES FOR MULTIMODAL RECOMMENDATION
Yihan Zhang, Ercan Kuruoglu, Tsinghua University, China

MMSP-P11.6: SPIDER: A SEMANTIC PRIOR-INFORMED DIFFUSION MODEL FOR ENHANCED MULTIMODAL RECOMMENDATION
Ruohan Wang, Institute of Information Engineering, Chinese Academy of Sciences, China; Gaode Chen, Kuaishou Technology, China; Ji Xiang, Institute of Information Engineering, Chinese Academy of Sciences, China; Ruixin Song, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang, China; Lei Wang, Cong Xue, Institute of Information Engineering, Chinese Academy of Sciences, China

MMSP-P11.7: LMM-ENHANCED MULTIMODAL SEQUENTIAL RECOMMENDATION USING CONSISTENCY-GUIDED HYBRID ATTENTION
Miao Sun, Tong Zhang, Nanjing University of Science and Technology, China; Xu Guo, Beijing Normal University, China; Hongtao Ji, Nanjing University of Science and Technology, China; Zhen Cui, Beijing Normal University, China

MMSP-P11.8: Collective Experts against Noise: Enhancing Social Media Popularity Prediction via Retrieval-Augmented Multimodal Experts
Yuhao Ma, Kaiju Li, Zhangtao Cheng, Ting Zhong, Jia Chen, Fan Zhou, University of Electronic Science and Technology of China, China

MMSP-P11.9: STAGED DIFFUSION WITH HYBRID MIXTURE-OF-EXPERTS (MOE) FOR MULTIMODAL SENTIMENT ANALYSIS
Kaiyang Zheng, Gehao Sheng, Shanghai Jiao Tong University, China

MMSP-P11.10: DIFFUSIONCOM: STRUCTURE-AWARE MULTIMODAL DIFFUSION MODEL FOR MULTIMODAL KNOWLEDGE GRAPH COMPLETION
Wei Huang, Peining Li, Meiyu Liang, Xu Hou, Yawen Li, Junping Du, Zhe Xue, Zeli Guan, Beijing University of Posts and Telecommunications, China