---
title: "ACM International Conference on Multimedia (ACM MM) 2024 —"
description: "All 1,237 papers of ACM International Conference on Multimedia (ACM MM) 2024 · page 1 of 13, the most cited first; those with our summary…"
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# ACM International Conference on Multimedia (ACM MM) 2024: all accepted papers

1,237 papers · page 1 of 13 · the most cited first · [← ACM International Conference on Multimedia (ACM MM) 2024](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2024/)

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1. **[TransNet V2: An Effective Deep Network Architecture for Fast Shot Transition Detection ↗](https://doi.org/10.1145/3664647.3685517)**Tomáš Souček, Jakub Lokoč*115 citations*
2. **[Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement ↗](https://doi.org/10.1145/3664647.3681580)**Wenbin Zou, Hongxia Gao, Weipeng Yang et al.*113 citations*
3. **[Making Large Language Models Perform Better in Knowledge Graph Completion ↗](https://doi.org/10.1145/3664647.3681327)**Yichi Zhang, Zhuo Chen, Lingbing Guo et al.*104 citations*
4. **[Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection ↗](https://doi.org/10.1145/3664647.3680650)**S. Gao, Pingping Zhang, Tianyu Yan et al.*101 citations*
5. **[DiffMM: Multi-Modal Diffusion Model for Recommendation ↗](https://doi.org/10.1145/3664647.3681498)**Yangqin Jiang, Lianghao Xia, Wei Wei et al.*96 citations*
6. **[AbsGS: Recovering Fine Details in 3D Gaussian Splatting ↗](https://doi.org/10.1145/3664647.3681361)**Zongxin Ye, Wenyu Li, Sidun Liu et al.*93 citations*
7. **[VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models ↗](https://doi.org/10.1145/3664647.3685520)**Haodong Duan, Junming Yang, Yuxuan Qiao et al.*92 citations*
8. **[Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model ↗](https://doi.org/10.1145/3664647.3681173)**Xu Han, Yuan Tang, Zhaoxuan Wang et al.*88 citations*
9. **[Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network ↗](https://doi.org/10.1145/3664647.3681088)**Wenjie Li, Heng Guo, Xuannan Liu et al.*81 citations*
10. **[FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining ↗](https://doi.org/10.1145/3664647.3680862)**Zhen Zou, Hu Yu, Jie Huang et al.*72 citations*
11. **[AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset ↗](https://doi.org/10.1145/3664647.3680795)**Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia et al.*59 citations*
12. **[FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization ↗](https://doi.org/10.1145/3664647.3680685)**Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al.*58 citations*
13. **[Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier ↗](https://doi.org/10.1145/3664647.3681345)**Qishan Zhang, Shuangbing Wen, Tao Hu*56 citations*
14. **[CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting ↗](https://doi.org/10.1145/3664647.3681468)**Xiangrui Liu, Xinju Wu, Pingping Zhang et al.*54 citations*
15. **[GaussianTalker: Real-Time Talking Head Synthesis with 3D Gaussian Splatting ↗](https://doi.org/10.1145/3664647.3681627)**Kyusun Cho, Joungbin Lee, Heeji Yoon et al.*54 citations*
16. **[Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts ↗](https://doi.org/10.1145/3664647.3681442)**Peng Wu, Xuerong Zhou, Guansong Pang et al.*54 citations*
17. **[DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior ↗](https://doi.org/10.1145/3664647.3681064)**Linfeng Tang, Yuxin Deng, Xunpeng Yi et al.*53 citations*
18. **[Dual-Hybrid Attention Network for Specular Highlight Removal ↗](https://doi.org/10.1145/3664647.3680745)**Xiaojiao Guo, Xuhang Chen, Shenghong Luo et al.*53 citations*
19. **[Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization ↗](https://doi.org/10.1145/3664647.3681688)**Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal et al.*52 citations*
20. **[ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision ↗](https://doi.org/10.1145/3664647.3681301)**Liang Xie, Wei Gao, Huiming Zheng et al.*51 citations*
21. **[RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining ↗](https://doi.org/10.1145/3664647.3680916)**Hongtao Wu, Yijun Yang, Huihui Xu et al.*51 citations*
22. **[LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields ↗](https://doi.org/10.1145/3664647.3681482)**Tao Tang, Longfei Gao, Guangrun Wang et al.*49 citations*
23. **[FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs ↗](https://doi.org/10.1145/3664647.3681089)**Xuannan Liu, Peipei Li, Huaibo Huang et al.*48 citations*
24. **[FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process ↗](https://doi.org/10.1145/3664647.3680663)**Yuyan Bu, Qiang Sheng, Juan Cao et al.*48 citations*
25. **[LoFormer: Local Frequency Transformer for Image Deblurring ↗](https://doi.org/10.1145/3664647.3680888)**Xintian Mao, Jiansheng Wang, Xingran Xie et al.*47 citations*
26. **[Mitigating World Biases: A Multimodal Multi-View Debiasing Framework for Fake News Video Detection ↗](https://doi.org/10.1145/3664647.3681673)**Zhi Zeng, Minnan Luo, Xiangzheng Kong et al.*43 citations*
27. **[WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge ↗](https://doi.org/10.1145/3664647.3681403)**Wenbin Wang, Liang Ding, Li Shen et al.*43 citations*
28. **[Diffusion Facial Forgery Detection ↗](https://doi.org/10.1145/3664647.3680797)**Harry Hui Cheng, Yangyang Guo, Tianyi Wang et al.*42 citations*
29. **[Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection ↗](https://doi.org/10.1145/3664647.3681119)**Zhenni Yu, Xiaoqin Zhang, Li Zhao et al.*42 citations*
30. **[MMDFND: Multi-modal Multi-Domain Fake News Detection ↗](https://doi.org/10.1145/3664647.3681317)**Yu Tong, Weihai Lu, Zhe Zhao et al.*42 citations*
31. **[ViewPCGC: View-Guided Learned Point Cloud Geometry Compression ↗](https://doi.org/10.1145/3664647.3681225)**Huiming Zheng, Wei Gao, Zhuozhen Yu et al.*42 citations*
32. **[PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction ↗](https://doi.org/10.1145/3664647.3681489)**Hao Wu, Fan Xu, Chong Chen et al.*40 citations*
33. **[From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning ↗](https://doi.org/10.1145/3664647.3680777)**Zhedong Zhang, Liang Li, Gaoxiang Cong et al.*39 citations*
34. **[LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM ↗](https://doi.org/10.1145/3664647.3680946)**Zicheng Zhang, Haoning Wu, Yingjie Zhou et al.*38 citations*
35. **[FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing ↗](https://doi.org/10.1145/3664647.3680856)**Ajian Liu, Hui Ma, Junze Zheng et al.*37 citations*
36. **[AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception ↗](https://doi.org/10.1145/3664647.3680649)**Yipo Huang, Xiangfei Sheng, Zhichao Yang et al.*36 citations*
37. **[GalleryGPT: Analyzing Paintings with Large Multimodal Models ↗](https://doi.org/10.1145/3664647.3681656)**Yi Bin, Wenhao Shi, Yujuan Ding et al.*36 citations*
38. **[Multimodal Fusion via Hypergraph Autoencoder and Contrastive Learning for Emotion Recognition in Conversation ↗](https://doi.org/10.1145/3664647.3681633)**Zijian Yi, Ziming Zhao, Zhishu Shen et al.*36 citations*
39. **[WorldGPT: Empowering LLM as Multimodal World Model ↗](https://doi.org/10.1145/3664647.3681488)**Zhiqi Ge, Hongzhe Huang, Mingze Zhou et al.*36 citations*
40. **[Large Multi-modality Model Assisted AI-Generated Image Quality Assessment ↗](https://doi.org/10.1145/3664647.3681471)**Puyi Wang, Wei Sun, Zicheng Zhang et al.*35 citations*
41. **[Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning ↗](https://doi.org/10.1145/3664647.3681683)**Wenxin Xu, Hexin Jiang, Xuefeng Liang*35 citations*
42. **[Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection ↗](https://doi.org/10.1145/3664647.3680609)**Mingjin Zhang, Chi Zhang, Qiming Zhang et al.*35 citations*
43. **[Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection ↗](https://doi.org/10.1145/3664647.3681190)**Jiaqi Zhu, Shaofeng Cai, Fang Yi Deng et al.*33 citations*
44. **[MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model ↗](https://doi.org/10.1145/3664647.3680944)**Changcheng Xiao, Qiong Cao, Zhigang Luo et al.*33 citations*
45. **[LearningPCC: A PyTorch Library for Learning-Based Point Cloud Compression ↗](https://doi.org/10.1145/3664647.3685512)**Liang Xie, Wei Gao*31 citations*
46. **[Robust Prototype Completion for Incomplete Multi-view Clustering ↗](https://doi.org/10.1145/3664647.3681397)**Honglin Yuan, Shiyun Lai, Xingfeng Li et al.*31 citations*
47. **[Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection ↗](https://doi.org/10.1145/3664647.3680730)**Lv Tang, Peng-Tao Jiang, Zhihui Shen et al.*30 citations*
48. **[Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation ↗](https://doi.org/10.1145/3664647.3680906)**Jingjun Yi, Qi Bi, Hao Zheng et al.*30 citations*
49. **[PCHMVision: An Open-Source Library of Point Cloud Compression for Human and Machine Vision ↗](https://doi.org/10.1145/3664647.3685513)**Liang Xie, Wei Gao*30 citations*
50. **[Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning ↗](https://doi.org/10.1145/3664647.3681112)**Ke Liang, Lingyuan Meng, Yue Liu et al.*29 citations*
51. **[Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment ↗](https://doi.org/10.1145/3664647.3680868)**Tengchuan Kou, Xiaohong Liu, Zicheng Zhang et al.*29 citations*
52. **[Understanding the Impact of AI-Generated Content on Social Media: The Pixiv Case ↗](https://doi.org/10.1145/3664647.3680631)**Yiluo Wei, Gareth Tyson*29 citations*
53. **[GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting ↗](https://doi.org/10.1145/3664647.3681675)**Hongyun Yu, Zhan Qu, Qihang Yu et al.*28 citations*
54. **[HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding ↗](https://doi.org/10.1145/3664647.3681071)**Linhui Xiao, Xiaoshan Yang, Fang Peng et al.*28 citations*
55. **[LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks ↗](https://doi.org/10.1145/3664647.3680869)**Tianyi Wang, Mengxiao Huang, Harry Hui Cheng et al.*28 citations*
56. **[Robust Pseudo-label Learning with Neighbor Relation for Unsupervised Visible-Infrared Person Re-Identification ↗](https://doi.org/10.1145/3664647.3680951)**Xiangbo Yin, Jiangming Shi, Yachao Zhang et al.*28 citations*
57. **[StableMoFusion: Towards Robust and Efficient Diffusion-based Motion Generation Framework ↗](https://doi.org/10.1145/3664647.3681657)**Youqing Huang, Hui Yang, Chuanchen Luo et al.*28 citations*
58. **[Consistent123: One Image to Highly Consistent 3D Asset Using Case-Aware Diffusion Priors ↗](https://doi.org/10.1145/3664647.3680994)**Yukang Lin, Haonan Han, Chaoqun Gong et al.*27 citations*
59. **[GLoMo: Global-Local Modal Fusion for Multimodal Sentiment Analysis ↗](https://doi.org/10.1145/3664647.3681527)**Zhuang Yan, Yanru Zhang, Zheng Hu et al.*27 citations*
60. **[Laplacian Matrix Learning for Point Cloud Attribute Compression with Ternary Search-Based Adaptive Block Partition ↗](https://doi.org/10.1145/3664647.3681615)**Changhao Peng, Wei Gao*27 citations*
61. **[Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring ↗](https://doi.org/10.1145/3664647.3680624)**Hu Gao, Bowen Ma, Ying Zhang et al.*27 citations*
62. **[Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition ↗](https://doi.org/10.1145/3664647.3681015)**Jinfu Liu, Chen Chen, Mengyuan Liu*27 citations*
63. **[Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation ↗](https://doi.org/10.1145/3664647.3680847)**Bohong Chen, Yumeng Li, Yao-Xiang Ding et al.*26 citations*
64. **[FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs ↗](https://doi.org/10.1145/3664647.3680827)**Chen Haodong, Haojian Huang, Junhao Dong et al.*26 citations*
65. **[Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration ↗](https://doi.org/10.1145/3664647.3680762)**Gang Wu, Junjun Jiang, Kui Jiang et al.*26 citations*
66. **[Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models ↗](https://doi.org/10.1145/3664647.3681634)**Haibo Yang, Yang Chen, Yingwei Pan et al.*26 citations*
67. **[Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval ↗](https://doi.org/10.1145/3664647.3680886)**Yabing Wang, Le Wang, Qiang Zhou et al.*26 citations*
68. **[Point Cloud Compression, Enhancement and Applications: From 3D Perception to Large Models ↗](https://doi.org/10.1145/3664647.3689172)**Wei Gao, Ge Li*26 citations*
69. **[4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic Scenes ↗](https://doi.org/10.1145/3664647.3681463)**Jinbo Yan, Rui Peng, Luyang Tang et al.*25 citations*
70. **[DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement ↗](https://doi.org/10.1145/3664647.3681083)**Tongshun Zhang, Pingping Liu, Ming Zhao et al.*25 citations*
71. **[DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer ↗](https://doi.org/10.1145/3664647.3681076)**Jinfeng Wei, Xiaofeng Zhang*25 citations*
72. **[LDStega: Practical and Robust Generative Image Steganography based on Latent Diffusion Models ↗](https://doi.org/10.1145/3664647.3681635)**Yinyin Peng, Yaofei Wang, Donghui Hu et al.*25 citations*
73. **[QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied Contexts ↗](https://doi.org/10.1145/3664647.3680807)**Jiawei Yao, Yingxin Lai, Hongrui Kou et al.*25 citations*
74. **[A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion ↗](https://doi.org/10.1145/3664647.3680905)**Zihan Cao, Xiao Wu, Liang-Jian Deng et al.*24 citations*
75. **[Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline ↗](https://doi.org/10.1145/3664647.3680599)**Tianqi Wei, Zhi Chen, Zi Helen Huang et al.*24 citations*
76. **[MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations ↗](https://doi.org/10.1145/3664647.3681292)**Yayun Wei, Lei Cao, Hao Li et al.*24 citations*
77. **[MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors ↗](https://doi.org/10.1145/3664647.3681257)**Yuan Tang, Xu Han, Xianzhi Li et al.*24 citations*
78. **[MultiHateClip: A Multilingual Benchmark Dataset for Hateful Video Detection on YouTube and Bilibili ↗](https://doi.org/10.1145/3664647.3681521)**Han Wang, Tan Rui Yang, Usman Naseem et al.*24 citations*
79. **[Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning ↗](https://doi.org/10.1145/3664647.3681472)**Luoyi Sun, Xuenan Xu, Mengyue Wu et al.*23 citations*
80. **[Consistencies are All You Need for Semi-supervised Vision-Language Tracking ↗](https://doi.org/10.1145/3664647.3680657)**Jiawei Ge, Jiuxin Cao, Xuelin Zhu et al.*23 citations*
81. **[Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection ↗](https://doi.org/10.1145/3664647.3681669)**Xinyue Liu, Jianyuan Wang, Biao Leng et al.*23 citations*
82. **[FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks ↗](https://doi.org/10.1145/3664647.3681546)**Ruiqi Wang, Jinyang Huang, Jie Zhang et al.*23 citations*
83. **[GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation ↗](https://doi.org/10.1145/3664647.3681464)**Zhanyu Wang, Longyue Wang, Zhen Wei Zhao et al.*23 citations*
84. **[Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation ↗](https://doi.org/10.1145/3664647.3681087)**Litian Zhang, Xiaoming Zhang, Chaozhuo Li et al.*23 citations*
85. **[PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis ↗](https://doi.org/10.1145/3664647.3680705)**Meng Luo, Hao Fei, Bobo Li et al.*23 citations*
86. **[Q-SNNs: Quantized Spiking Neural Networks ↗](https://doi.org/10.1145/3664647.3681186)**Wenjie Wei, Yu Liang, Ammar Belatreche et al.*23 citations*
87. **[WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition ↗](https://doi.org/10.1145/3664647.3680960)**Lianghui Zhu, Junwei Zhou, Yan Liu et al.*23 citations*
88. **[White-box Multimodal Jailbreaks Against Large Vision-Language Models ↗](https://doi.org/10.1145/3664647.3681092)**Ruofan Wang, Xingjun Ma, Hanxu Zhou et al.*23 citations*
89. **[EMVCC: Enhanced Multi-View Contrastive Clustering for Hyperspectral Images ↗](https://doi.org/10.1145/3664647.3681600)**Fulin Luo, Yi Liu, Xiuwen Gong et al.*22 citations*
90. **[Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models ↗](https://doi.org/10.1145/3664647.3680616)**Shuyuan Liu, Jiawei Chen, Shouwei Ruan et al.*22 citations*
91. **[HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting ↗](https://doi.org/10.1145/3664647.3680693)**Wenquan Lu, Yufei Xu, Jing Zhang et al.*22 citations*
92. **[Linearly-evolved Transformer for Pan-sharpening ↗](https://doi.org/10.1145/3664647.3680979)**Junming Hou, Zihan Cao, Naishan Zheng et al.*22 citations*
93. **[Modality-Balanced Learning for Multimedia Recommendation ↗](https://doi.org/10.1145/3664647.3680626)**Jinghao Zhang, Guofan Liu, Qiang Liu et al.*22 citations*
94. **[Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval ↗](https://doi.org/10.1145/3664647.3681115)**Yiyang Jiang, Wengyu Zhang, Xu-Lu Zhang et al.*22 citations*
95. **[AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics ↗](https://doi.org/10.1145/3664647.3681269)**Xiangxiang Dai, Zeyu Zhang, Peng Yang et al.*21 citations*
96. **[GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane ↗](https://doi.org/10.1145/3664647.3680852)**Yansong Qu, Shaohui Dai, Xinyang Li et al.*21 citations*
97. **[Gait Recognition in Large-scale Free Environment via Single LiDAR ↗](https://doi.org/10.1145/3664647.3681166)**Xiao Han, Yiming Ren, Peishan Cong et al.*21 citations*
98. **[GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data ↗](https://doi.org/10.1145/3664647.3681526)**Haochen Zhao, Hui Meng, Deqian Yang et al.*21 citations*
99. **[Cantor: Inspiring Multimodal Chain-of-Thought of MLLM ↗](https://doi.org/10.1145/3664647.3681249)**Timin Gao, Peixian Chen, Mengdan Zhang et al.*20 citations*
100. **[Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models ↗](https://doi.org/10.1145/3664647.3680576)**Chaoya Jiang, Hongrui Jia, Mengfan Dong et al.*20 citations*

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