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• DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models

  Wei Guan, Jian Cao, Jianqi Gao, Haiyan Zhao, Shiyou Qian

  11735-11744

  2025-04-11

• K-ON: Stacking Knowledge on the Head Layer of Large Language Model

  Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen

  11745-11753

  2025-04-11

• GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts

  Zihao Guo, Qingyun Sun, Haonan Yuan, Xingcheng Fu, Min Zhou, Yisen Gao, Jianxin Li

  11754-11762

  2025-04-11

• Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning

  Chengkai Han, Jingyuan Wang, Yongyao Wang, Xie Yu, Hao Lin, Chao Li, Junjie Wu

  11763-11771

  2025-04-11

• Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

  Sicheng He, Junzhong Ji, Minglong Lei

  11772-11780

  2025-04-11

• MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction

  Dongsheng Hong, Chao Chen, Xujia Li, Shuhui Wang, Wen Lin, Xiangwen Liao

  11781-11789

  2025-04-11

• Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation

  Jun Hu, Bryan Hooi, Bingsheng He, Yinwei Wei

  11790-11798

  2025-04-11

• Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

  Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren

  11799-11807

  2025-04-11

• Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs

  Junjie Huang, Jiarui Qin, Yong Yu, Weinan Zhang

  11808-11816

  2025-04-11

• STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM

  Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Junfeng Shen, Tiankuo Li, Youfang Lin, Huaiyu Wan

  11817-11825

  2025-04-11

• Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec

  Yu-Hsuan Huang, Ling Lo, Hongxia Xie, Hong-Han Shuai, Wen-Huang Cheng

  11826-11834

  2025-04-11

• Multiplex Graph Representation Learning with Homophily and Consistency

  Yudi Huang, Ci Nie, Hongqing He, Yujie Mo, Yonghua Zhu, Guoqiu Wen, Xiaofeng Zhu

  11835-11842

  2025-04-11

• Event2Tracking: Reconstructing Multi-Agent Soccer Trajectories Using Long-Term Multimodal Context

  Harry Hughes, Michael Horton, Xinyu Wei, Harshala Gammulle, Clinton Fookes, Sridha Sridharan, Patrick Lucey

  11843-11851

  2025-04-11

• Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution

  Yuwen Ji, Wenbo Xie, Jiaqi Zhang, Chao Wang, Ning Guo, Lei Shi, Yue Zhang

  11852-11860

  2025-04-11

• LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

  Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai

  11861-11869

  2025-04-11

• Time Series Supplier Allocation via Deep Black-Litterman Model

  Xinke Jiang, Wentao Zhang, Yuchen Fang, Xiaowei Gao, Hao Chen, Haoyu Zhang, Dingyi Zhuang, Jiayuan Luo

  11870-11878

  2025-04-11

• Auto Encoding Neural Process for Multi-interest Recommendation

  Yiheng Jiang, Yuanbo Xu, Yongjian Yang, Funing Yang, Pengyang Wang, Chaozhuo Li

  11879-11887

  2025-04-11

• HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models

  Xiongnan Jin, Zhilin Wang, Jinpeng Chen, Liu Yang, Byungkook Oh, Seung-won Hwang, Jianqiang Li

  11888-11896

  2025-04-11

• Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate

  Jiazheng Jing, Yinan Zhang, Chunyan Miao

  11897-11905

  2025-04-11

• CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models

  Xin Jing, Yichen Jing, Yuhuan Lu, Bangchao Deng, Xueqin Chen, Dingqi Yang

  11906-11914

  2025-04-11

• HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks

  Jia Jinghong, Lei Song, Jiaxing Li, Youyong Kong

  11915-11923

  2025-04-11

• Cluster-guided Contrastive Class-imbalanced Graph Classification

  Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Jianhao Shen, Ziyue Qiao, Ming Zhang

  11924-11932

  2025-04-11

• Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship

  Junfeng Kang, Rui Li, Qi Liu, Zhenya Huang, Zheng Zhang, Yanjiang Chen, Linbo Zhu, Yu Su

  11933-11941

  2025-04-11

• ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems

  Taeho Kim, Hyeongjun Jang, Juwon Yu, Taeuk Kim, Hyunyoung Lee, Ji-hui Im, Sang-Wook Kim

  11942-11949

  2025-04-11

• HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation

  Taeri Kim, Jiho Heo, Hyunjoon Kim, Sang-Wook Kim

  11950-11958

  2025-04-11