Accepted Papers – Brave New Ideas
1 Let Your Video Listen to Your Music! — Beat-Aligned, Content-Preserving Video Editing with Arbitrary Music
Xinyu Zhang, Dong Gong, Zicheng Duan, Anton van den Hengel, Lingqiao Liu
2 Compliance Rating Scheme: A Data Provenance Framework for Generative AI Datasets
Maty Bohacek, Ignacio Echavarri
3 A Novel Perspective on Low-Light Image Enhancement: Leveraging Artifact Regularization and Walsh-Hadamard Transform
Weilin Wu, Shifan Yang, Qizhao Lin, Xinghong Chen, Kunping Yang, Jing Wang, Guannan Chen
8 Teaching AI to Feel: A Collaborative, Full-Body Exploration of Emotive Communication
Esen Tütüncü, Lissette Lemus, Kris Pilcher, Dr. Sprengel, Jordi Sabater-Mir
9 Towards Modality Generalization: A Benchmark and Prospective Analysis
Xiaohao Liu, Xiaobo Xia, Zhuo Huang, See-Kiong Ng, Tat-Seng Chua
15 MarkSplatter: Generalizable Watermarking for 3D Gaussian Splatting Model via Splatter Image Structure
Xiufeng Huang, Ziyuan Luo, Qi Song, Ruofei Wang, Renjie Wan
18 Align 3D Representation and Text Embedding
Qi Song, Ziyuan Luo, Ka Chun Cheung, Simon See, Renjie Wan
19 Financial Models in Generative Art: Black-Scholes-Inspired Concept Blending in Text-to-Image Diffusion
Divya Kothandaraman, Ming Lin, Dinesh Manocha
20 Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds
Yili Jin, Ling Pan, Ruixiao Zhang, Jiangchuan Liu, Xue Liu
26 Singing Timbre Popularity Assessment Based on Multimodal Large Foundation Model
Zihao Wang, Ruibin Yuan, Ziqi Geng, Hengjia Li, Xingwei Qu, Xinyi Li, Songye Chen, Haoying Fu, Roger Dannenberg, Kejun Zhang
31 Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities
Yili Jin, Xue Liu, Jiangchuan Liu
33 MLLMs Meet Person Re-identification
Mengying Duan, He Li, Mang Ye
37 T2UE: Generating Unlearnable Examples from Text Descriptions
Xingjun Ma, Hanxun Huang, Tianwei Song, Ye Sun, Yifeng Gao, Yu-Gang Jiang
39 Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs
Yudong Zhang, Ruobing Xie, Yiqing Huang, Jiansheng Chen, Xingwu Sun, Zhanhui Kang, Di Wang, Yu Wang
41 GenStream: Semantic Streaming Framework for Generative Reconstruction of Human-centric Media
Emanuele Artioli, Daniele Lorenzi, Shivi Vats, Farzad Tashtarian, Christian Timmerer
45 Towards a Global Spatial-Temporal Food Memory: A Vision for Privacy-Preserving Collaborative Multimedia Analysis
Zhihao Hao, Bob Zhang, LI Haisheng
47 Towards a Universal Query Representation for Multimodal Information Retreival
Luca Rossetto, Heiko Schuldt, Ralph Gasser
48 Specify Privacy Yourself: Assessing Inference-Time Personalized Privacy Preservation Ability of Large Vision-Language Models
Xingqi Wang, Xiaoyuan Yi, Xing Xie, Jia Jia
50 Learning New Concepts, Remembering the Old: Continual Learning for Multimodal Concept Bottleneck Models
Songning Lai, Mingqian Liao, Zhangyi Hu, Jiayu Yang, Wenshuo Chen, Hongru Xiao, Jianheng Tang, Haicheng Liao, Yutao Yue
53 Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
Yichi Zhang, Zhuo Chen, Lingbing Guo, yajing Xu, Min Zhang, Wen Zhang, Huajun Chen
55 HEALTH+: Empowering Individuals via Unifying Health Data
Sujaya Maiyya, Shantanu Sharma, Avinash Kumar
59 LDW: Label Divergence Weighting for Multimodal Sentiment Analysis
Quanqi Du, Loic De Langhe, Els Lefever, Veronique Hoste
63 Physics-Informed Representation Alignment for Sparse Radio-Map Reconstruction
Jia Haozhe, Wenshuo Chen, Huang Zhihui, Lei Wang, Hongru Xiao, Jia Nanqian, Keming Wu, Songning Lai, Bowen Tian, Yutao Yue
64 The Birth of Vision Language
Aminul Islam, Md Alam, Shaker Islam
65 A Matter of Time: Revealing the Structure of Time in Vision-Language Models
Nidham Tekaya, Manuela Waldner, Matthias Zeppelzauer
66 One Size Fits All? A Modular Adaptive Sanitization Kit (MASK) for Customizable Privacy-Preserving Phone Scam Detection
Kangzhong Wang, Zitong Shen, Youqian Zhang, Michael Cheung, Xiapu Luo, Grace Ngai, Eugene Fu
69 Domain-Agnostic Neural Oil Painting via Normalization Affine Test-Time Adaptation
Qichao Dong, Lingyu Liu, Yaxiong Wang, Jason Liu, Zhedong Zheng
73 MoralCLIP: Contrastive Alignment of Vision-and-Language Representations with Moral Foundations Theory
Ana Condez, Diogo Tavares, Joao Magalhaes
77 MindFuse: Towards GenAI Explainability in Marketing Strategy Co-Creation
Aleksandr Farseev, Marlo Ongpin, Qi Yang, Ilia Gossoudarev, Joy Chu-Farseeva, Sergey Nikolenko
81 Multifractal Comparison of Billboard and AI-Generated Music
Kevin Zhang, Ying Sun, Hui Xiong
82 From Hemoglobin to MOS: Towards Neuro-Based QoE Assessment Using fNIRS
Natalia Jakubiec, Lucjan Janowski
83 Re-examining concept-based explainable models for multimodal interpretative tasks
Julie Tores, Elisa Ancarani, Rémy Sun, Lucile Sassatelli, Hui-Yin Wu, Frederic Precioso
84 Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning
Rutger Hendrix, Giovanni Patanè, Leonardo Russo, Simone Carnemolla, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Matteo Pennisi
85 RQ-Rec: Residual Quantized Hierarchical Preference Modeling for Cross-Domain Recommendation
Yingjun Dai, Ahmed El-Roby
86 Can Audio Language Models Listen Between the Lines? A Study on Metaphorical Reasoning via Unspoken
Hongru Xiao, Xiang Li, Duyi Pan, Longfei Zhang, ZhixueSong ZhixueSong, Jiale Han, Songning Lai, Wenshuo Chen, Jing Tang, Benyou Wang
90 A Data-driven Approach to the Longitudinal Study of Canine Vocal Pattern Development
Hridayesh Lekhak, Tuan Dang, Theron Wang, Kenny Zhu
92 Agent-to-Agent (A2A) Protocol Integrated Digital Twin System with AgentIQ for Multimodal AI Fitness Coaching and Personalized Well-Being
Kamran HamlAbadi, Monica Vahdati, Fedwa Laamarti, Abdulmotaleb El Saddik
95 Queryable 3D Scene Representation: A Multi-Modal Framework for Semantic Reasoning and Robotic Task Planning
Xun Li, Rodrigo Santa Cruz, Mingze Xi, Hu Zhang, Madhawa Perera, Ziwei Wang, Ahalya Ravendran, Brandon Matthews, Feng Xu, Matt Adcock, Dadong Wang, Jiajun Liu
97 Ensuring Responses Contain Appropriate Images: Timing Judgment for Multimodal Responses
Hao Yang, Tian Zheng, Yanyan Zhao, Bing Qin
98 Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
Xiang Fang, Wanlong Fang, Wei Ji, Tat-Seng Chua
100 AirScape: An Aerial Generative World Model with Motion Controllability
Baining Zhao, Rongze Tang, Mingyuan Jia, Ziyou Wang, Fanhang Man, Xin Zhang, Yu Shang, Weichen Zhang, Chen Gao, Wei Wu, Xinlei Chen, Yong Li
106 TinyServe: TinyServe: Query-Aware Cache Selection for Efficient LLM Inference
Dong Liu, Yanxuan Yu
108 Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations
Igor Meleshin, Anna Chistyakova, Anastasia Antsiferova, Dmitriy Vatolin
112 MAGNeT: Multimodal Adaptive Gaussian Networks for Intent Inference in Moving Target Selection across Complex Scenarios
Xiangxian Li, Yawen Zheng, Baiqiao Zhang, Yijia Ma, XianhuiCao XianhuiCao, Juan Liu, Yulong Bian, Jin Huang, Chenglei Yang