| 2025 | Progressive Tasks Guided Multi-Source Network for Customer Lifetime Value Prediction in Online Advertising. | Zheng Pan, Xingyu Lou, Xiao Jin, Chiye Ou, Feng Liu, Tieyong Zeng, Chengwei He, Xiang Liu, Lilong Wei, Jun Wang |
| 2025 | Combating Heterogeneous Model Biases in Recommendations via Boosting. | Jinhao Pan, James Caverlee, Ziwei Zhu |
| 2025 | Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation. | Rongqing Kenneth Ong, Andy W. H. Khong |
| 2025 | An Edge-Based Decomposition Framework for Temporal Networks. | Lutz Oettershagen, Athanasios L. Konstantinidis, Giuseppe F. Italiano |
| 2025 | Navigating the Hype and Embracing the Hope: The Future of Generative AI in Retail Product Discovery. | Darshan Nagaraja |
| 2025 | DDualSE: Decoupled Dual-head Squeeze and Excitation Attention for Sequential Recommendation. | Nijia Mo, Jianxiang Zang, Zhan Wang, Hui Liu |
| 2025 | Untapping the Power of Indirect Relationships in Entity Summarization. | Atefeh Moradan, Mohammad Sorkhpar, Atsushi Miyauchi, Davide Mottin, Ira Assent |
| 2025 | AMLCDR: An Adaptive Meta-Learning Model for Cross-Domain Recommendation by Aligning Preference Distributions. | Fanqi Meng, Zhiyuan Zhang |
| 2025 | Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings. | Enming Luo, Wei Qiao, Katie Warren, Jingxiang Li, Eric Xiao, Krishna Viswanathan, Yuan Wang, Yintao Liu, Jimin Li, Ariel Fuxman |
| 2025 | Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks. | Junliang Luo, Xue Liu |
| 2025 | DiffGraph: Heterogeneous Graph Diffusion Model. | Zongwei Li, Lianghao Xia, Hua Hua, Shijie Zhang, Shuangyang Wang, Chao Huang |
| 2025 | Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation. | Mingrui Liu, Sixiao Zhang, Cheng Long |
| 2025 | Improving CTR Prediction with Graph-Enhanced Interest Networks for Sparse Behavior Sequences. | Xuanzhou Liu, Zhibo Xiao, Luwei Yang, Hansheng Xue, Jianxing Ma, Yujiu Yang |
| 2025 | An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation. | Junrui Liu, Tong Li, Di Wu, Zifang Tang, Yuan Fang, Zhen Yang |
| 2025 | Balancing Revenue and Privacy with Signaling Schemes in Online Ad Auctions. | Hongtao Liu, Luxi Chen, Yiming Ding, Changcheng Li, Han Li, Peng Jiang, Weiran Shen |
| 2025 | Robust Information Retrieval. | Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke |
| 2025 | How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective. | Siyi Lin, Chongming Gao, Jiawei Chen, Sheng Zhou, Binbin Hu, Yan Feng, Chun Chen, Can Wang |
| 2025 | Inductive Graph Few-shot Class Incremental Learning. | Yayong Li, Peyman Moghadam, Can Peng, Nan Ye, Piotr Koniusz |
| 2025 | RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. | Zhen Li, Xinchi Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Can Xu, Hao Wang, Dongyan Zhao, Shuai Ma |
| 2025 | Incomplete Multi-view Clustering via Local Reasoning and Correlation Analysis. | Xiaocui Li, Guoliang Li, Xinyu Zhang, Yangtao Wang, Qingyu Shi, Wei Liang |
| 2025 | DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. | Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou |
| 2025 | HTEA: Heterogeneity-aware Embedding Learning for Temporal Entity Alignment. | Jiayun Li, Wen Hua, Fengmei Jin, Xue Li |
| 2025 | Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration. | Hongji Li, Hanwen Du, Youhua Li, Junchen Fu, Chunxiao Li, Ziyi Zhuang, Jiakang Li, Yongxin Ni |
| 2025 | Density-aware and Cluster-based Federated Anomaly Detection on Data Streams. | Bin Li, Li Cheng, Zheng Qin, Yunlong Wu |
| 2025 | ESA: Example Sieve Approach for Multi-Positive and Unlabeled Learning. | Zhongnian Li, Meng Wei, Peng Ying, Xinzheng Xu |