ACM MM

DiffArtist: Towards Structure and Appearance Controllable Image Stylization

Ruixiang Jiang, Changwen Chen

机构 * The Hong Kong Polytechnic University（香港理工大学） 纠错

Comments Accepted to ACM MM 2025, Homepage: https://DiffusionArtist.github.io

Event-Enriched Image Analysis Grand Challenge at ACM Multimedia 2025

Thien-Phuc Tran, Minh-Quang Nguyen, Minh-Triet Tran, Tam V. Nguyen, Trong-Le Do, Duy-Nam Ly, Viet-Tham Huynh, Khanh-Duy Le, Mai-Khiem Tran, Trung-Nghia Le

机构 * University of Science（科学大学） ； University of Dayton（代顿大学） 纠错

Comments ACM Multimedia 2025

adder-viz: Real-Time Visualization Software for Transcoding Event Video

Andrew C. Freeman, Luke Reinkensmeyer

机构 * Baylor University（贝勒大学） 纠错

Comments Accepted to the Open-Source Track at ACM Multimedia 2025

MultiRef: Controllable Image Generation with Multiple Visual References

Ruoxi Chen, Dongping Chen, Siyuan Wu, Sinan Wang, Shiyun Lang, Petr Sushko, Gaoyang Jiang, Yao Wan, Ranjay Krishna

机构 * Zhejiang Wanli University（浙江万里大学） ； University of Washington（华盛顿大学） ； Huazhong University of Science and Technology（华中科技大学） ； Allen Institute for AI（人工智能研究院） 纠错

Comments Accepted to ACM MM 2025 Datasets

Uncertainty-Guided Face Matting for Occlusion-Aware Face Transformation

Hyebin Cho, Jaehyup Lee

机构 * Korea Advanced Institute of Science \& Technology School of Electrical Engineering Daejeon Republic of Korea ； Kyungpook National University School of Computer Science ； Korea Advanced Institute of Science \& Technology ； Kyungpook National University 纠错

Comments Accepted to ACM MM 2025. 9 pages, 8 figures, 6 tables

OpenEvents V1: Large-Scale Benchmark Dataset for Multimodal Event Grounding

Hieu Nguyen, Phuc-Tan Nguyen, Thien-Phuc Tran, Minh-Quang Nguyen, Tam V. Nguyen, Minh-Triet Tran, Trung-Nghia Le

机构 * University of Science（科学大学） ； University of Dayton（戴维森大学） 纠错

Comments ACM Multimedia 2025

Decoupled Global-Local Alignment for Improving Compositional Understanding

Xiaoxing Hu, Kaicheng Yang, Jun Wang, Haoran Xu, Ziyong Feng, Yupei Wang

机构 * Beijing Institute of Technology（北京理工大学） ； Zhejiang University（浙江大学） 纠错

Comments ACMMM 2025

VISA: Group-wise Visual Token Selection and Aggregation via Graph Summarization for Efficient MLLMs Inference

Pengfei Jiang, Hanjun Li, Linglan Zhao, Fei Chao, Ke Yan, Shouhong Ding, Rongrong Ji

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（多媒体可信感知与高效计算重点实验室，教育部，厦门大学） ； Tencent Youtu Lab（腾讯优图实验室） 纠错

Comments Accepted by ACMMM 2025

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds

Yili Jin, Ling Pan, Rui-Xiao Zhang, Jiangchuan Liu, Xue Liu

Comments ACM Multimedia 2025

Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities

Yili Jin, Xue Liu, Jiangchuan Liu

Comments ACM Multimedia 2025

E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras

Chaoran Feng, Zhenyu Tang, Wangbo Yu, Yatian Pang, Yian Zhao, Jianbin Zhao, Li Yuan, Yonghong Tian

机构 * School of Electronic and Computer Engineering, Peking University（电子与计算机工程学院，北京大学） ； National University of Singapore（新加坡国立大学） ； School of Future Technology, Dalian University of Technology（未来技术学院，大连理工大学） 纠错

Comments 16 pages, 10 figures, 5 Tables, accepted by ACMMM 2025

Frequency Regulation for Exposure Bias Mitigation in Diffusion Models

Meng Yu, Kun Zhan

机构 * School of Information Science and Engineering（信息科学与工程学院） 纠错

Comments ACM Multimedia 2025 accepted!

Boosting Temporal Sentence Grounding via Causal Inference

Kefan Tang, Lihuo He, Jisheng Dang, Xinbo Gao

机构 * School of Electronic Engineering, Xidian University Xi'an China ； School of Information Science \& Engineering, Lanzhou University Lanzhou China ； Xidian University ； Lanzhou University 纠错

Comments Accepted by ACM MM 2025

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark

Jinpeng Hu, Hongchang Shi, Chongyuan Dai, Zhuo Li, Peipei Song, Meng Wang

机构 * Hefei University of Technology（合肥工业大学） ； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； University of Science and Technology of China（中国科学技术大学） ； Institute of Artificial Intelligence (IAI), Hefei Comprehensive National Science Center（人工智能研究院（IAI），合肥综合性国家科学中心） 纠错

Comments ACM Multimedia 2025

PromptFlare: Prompt-Generalized Defense via Cross-Attention Decoy in Diffusion-Based Inpainting

Hohyun Na, Seunghoo Hong, Simon S. Woo

机构 * Sungkyunkwan University（成均馆大学） 纠错

Comments Accepted to ACM MM 2025

Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering

Ao Zhou, Zebo Gu, Tenghao Sun, Jiawen Chen, Mingsheng Tu, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（新型软件技术国家重点实验室，南京大学） ； Chongqing University of Posts and Telecommunications（重庆邮电大学） 纠错

Comments This paper has been accepted by ACM MM 2025

Cross-Modal Prototype Augmentation and Dual-Grained Prompt Learning for Social Media Popularity Prediction

Ao Zhou, Mingsheng Tu, Luping Wang, Tenghao Sun, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu

Comments This paper has been accepted by ACM MM 2025

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation

Yulin Sun, Qisheng Xu, Yi Su, Qian Zhu, Yong Dou, Xinwang Liu, Kele Xu

机构 * College of Computer Science and Technology, National University of Defense Technology（计算机科学与技术学院，国防科技大学） 纠错

Comments 8 pages, 5 figures, accepted in ACM MM 2025 dataset track

TiP4GEN: Text to Immersive Panorama 4D Scene Generation

Ke Xing, Hanwen Liang, Dejia Xu, Yuyang Yin, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei

机构 * Institute of Information Science, Beijing Jiaotong University（信息科学研究院，北京交通大学） ； Visual Intelligence + X International Joint Laboratory（视觉智能+X国际联合实验室） ； University of Toronto（多伦多大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

Comments Accepted In Proceedings of the 33rd ACM International Conference on Multimedia (MM' 25)

Multi-Object Sketch Animation with Grouping and Motion Trajectory Priors

Guotao Liang, Juncheng Hu, Ximing Xing, Jing Zhang, Qian Yu

机构 * School of Software（软件学院） ； Beihang University（北航） ； Qingdao Research Institute（青岛研究院） 纠错

Comments Accepted by ACM MM 2025

RATopo: Improving Lane Topology Reasoning via Redundancy Assignment

Han Li, Shaofei Huang, Longfei Xu, Yulu Gao, Beipeng Mu, Si Liu

机构 * School of Artificial Intelligence Beihang University Beijing China（人工智能学院 北航 北京 中国） ； Zhongguancun Academy Beijing China（中关村学院 北京 中国） ； Hangzhou International Innovation Institute Beihang University Hangzhou China（杭州国际创新研究院 北航 杭州 中国） ； Beihang University（北航） ； Zhongguancun Academy（中关村学院） ； University of Macau（澳门大学） 纠错

Comments Accepted by ACM MM 2025

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation

Ruipu Wu, Yige Zhang, Jinyu Chen, Linjiang Huang, Shifeng Zhang, Xu Zhou, Liang Wang, Si Liu

机构 * Beihang University（北京航空航天大学） ； Sangfor Technologies Inc.（深信服科技有限公司） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） 纠错

Comments Accepted by ACM MM 2025

Generating Negative Samples for Multi-Modal Recommendation

Yanbiao Ji, Dan Luo, Chang Liu, Shaokai Wu, Jing Tong, Qicheng He, Deyi Ji, Hongtao Lu, Yue Ding

Comments Accepted by ACM Multimedia

AnchorSync: Global Consistency Optimization for Long Video Editing

Zichi Liu, Yinggui Wang, Tao Wei, Chao Ma

机构 * MoE Key Lab of Artificial Intelligence, AI Institute Shanghai Jiao Tong University Shanghai China（人工智能联合实验室，人工智能研究院，上海交通大学） 纠错

Comments ACM MM 2025; Code is released at https://github.com/VISION-SJTU/AnchorSync

Boosting Chart-to-Code Generation in MLLM via Dual Preference-Guided Refinement

Zhihan Zhang, Yixin Cao, Lizi Liao

机构 * Singapore Management University（新加坡国立管理学院） ； Fudan University（复旦大学） 纠错

Comments Accepted by ACM MM 2025

Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks

Jingmao Zhang, Zhiting Zhao, Yunqi Lin, Jianghong Ma, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang

机构 * Harbin Institute of Technology（哈尔滨工业大学） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted for publication at ACM Multimedia (ACM MM) 2025. 10 pages, 5 figures. Code and dataset: https://github.com/zqxwcevrtyui/DP2Rec

DIME-Net: A Dual-Illumination Adaptive Enhancement Network Based on Retinex and Mixture-of-Experts

Ziang Wang, Xiaoqin Wang, Dingyi Wang, Qiang Li, Shushan Qiao

机构 * Institute of Microelectronics of the Chinese Academy of Sciences（中国科学院微电子研究所） 纠错

Comments Accepted at ACM Multimedia 2025 (ACM MM 2025)

INDS: Incremental Named Data Streaming for Real-Time Point Cloud Video

Ruonan Chai, Yixiang Zhu, Xinjiao Li, Jiawei Li, Zili Meng, Dirk Kutscher

Comments 9 pages, 9 figures, 2 tables. To appear in Proc. of the 33rd ACM International Conference on Multimedia (MM '25), October 27--31, 2025, Dublin, Ireland

Refining Contrastive Learning and Homography Relations for Multi-Modal Recommendation

Shouxing Ma, Yawen Zeng, Shiqing Wu, Guandong Xu

Comments This paper has been accepted as a full paper at ACM MM 2025

Text2Weight: Bridging Natural Language and Neural Network Weight Spaces

Bowen Tian, Wenshuo Chen, Zexi Li, Songning Lai, Jiemin Wu, Yutao Yue

机构 * Deep Interdisciplinary Intelligence Lab（深度跨学科智能实验室） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The University of Cambridge（剑桥大学） ； Zhejiang University（浙江大学） ； Institute of Deep Perception Technology（深度感知技术研究所） ； Jiangsu Industrial Technology Research Institute（江苏省工业技术研究所） 纠错

Comments Accepted By ACM MM 2025 Main Track