ACM MM

Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection

Yiming Xu, Jiarun Chen, Zhen Peng, Zihan Chen, Qika Lin, Lan Ma, Bin Shi, Bo Dong

机构 * School of Computer Science and Technology, Xi'an Jiaotong University（计算机科学与技术学院，西安交通大学） ； Department of Electrical and Computer Engineering, University of Virginia（电气与计算机工程系，弗吉尼亚大学） ； Saw Swee Hock School of Public Health, National University of Singapore（Saw Swee Hock 公共卫生学院，新加坡国立大学） ； China Telecom Corporation Ltd. Shaanxi Branch（中国电信股份有限公司陕西分公司） ； School of Distance Education, Xi'an Jiaotong University（继续教育学院，西安交通大学） 纠错

Comments Accepted by ACM Multimedia 2025 (MM '25)

From Individuals to Crowds: Dual-Level Public Response Prediction in Social Media

Jinghui Zhang, Kaiyang Wan, Longwei Xu, Ao Li, Zongfang Liu, Xiuying Chen

Comments ACM MM 2025

UIS-Mamba: Exploring Mamba for Underwater Instance Segmentation via Dynamic Tree Scan and Hidden State Weaken

Runmin Cong, Zongji Yu, Hao Fang, Haoyan Sun, Sam Kwong

机构 * School of Control Science and Engineering, Shandong University（控制科学与工程学院，山东大学） ； School of Data Science, Lingnan University（数据科学学院，岭南大学） 纠错

Comments ACM MM 2025

Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement

Chunyan She, Fujun Han, Chengyu Fang, Shukai Duan, Lidan Wang

机构 * College of Artificial Intelligence, Southwest University（西南大学人工智能学院） ； Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） 纠错

Comments Accepted by ACM MM 2025