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• POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning

  Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu, Zhibo Zhang, Xiangyu Zhao

  11509-11517

  2025-04-11

• Descriptive and Discriminative Document Identifiers for Generative Retrieval

  Jiehan Cheng, Zhicheng Dou, Yutao Zhu, Xiaoxi Li

  11518-11526

  2025-04-11

• In-context Prompt-augmented Micro-video Popularity Prediction

  Zhangtao Cheng, Jiao Li, Jian Lang, Ting Zhong, Fan Zhou

  11527-11535

  2025-04-11

• No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods

  Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu

  11536-11543

  2025-04-11

• ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect

  Seoyoung Cho, Jaesung Hwang, Kwan-Young Bak, Dongha Kim

  11544-11552

  2025-04-11

• Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation

  Wei Dai, Kai Hwang, Jicong Fan

  11553-11562

  2025-04-11

• Augmenting Sequential Recommendation with Balanced Relevance and Diversity

  Yizhou Dang, Jiahui Zhang, Yuting Liu, Enneng Yang, Yuliang Liang, Guibing Guo, Jianzhe Zhao, Xingwei Wang

  11563-11571

  2025-04-11

• GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data

  Rui Deng, Ziqi Li, Mingshu Wang

  11572-11580

  2025-04-11

• Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion

  Ling Ding, Lei Huang, Zhizhi Yu, Di Jin, Dongxiao He

  11581-11589

  2025-04-11

• On Finding Hubs in High Dimensions with Sampling

  Huiwen Dong, Linghan Zeng, Zhiwen Zhao, Francesco Silvestri, Ninh Pham

  11590-11597

  2025-04-11

• Neural Reasoning for Sure Through Constructing Explainable Models

  Tiansi Dong, Mateja Jamnik, Pietro Liò

  11598-11606

  2025-04-11

• Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation

  Yingpeng Du, Zhu Sun, Ziyan Wang, Haoyan Chua, Jie Zhang, Yew-Soon Ong

  11607-11615

  2025-04-11

• Global Attribute-Association Pattern Aggregation for Graph Fraud Detection

  Mingjiang Duan, Da He, Tongya Zheng, Lingxiang Jia, Mingli Song, Xinyu Wang, Zunlei Feng

  11616-11624

  2025-04-11

• Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data

  Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim

  11625-11633

  2025-04-11

• BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation

  Qile Fan, Penghang Yu, Zhiyi Tan, Bing-Kun Bao, Guanming Lu

  11634-11644

  2025-04-11

• Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting

  Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu

  11645-11653

  2025-04-11

• Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction

  Ke Fei, Xinyue Zhang, Jingjing Li

  11654-11662

  2025-04-11

• Modeling Latent Non-Linear Dynamical System over Time Series

  Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai

  11663-11671

  2025-04-11

• Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System

  Feng Gao, Xin Zhou, Yinning Shao, Yue Wu, Jiahua Gao, Yujian Ren, Fengyang Qi, Ruochen Deng, Jie Liu

  11672-11680

  2025-04-11

• Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction

  Mohan Gao, Kexin Xu, Xiaofeng Gao, Tengwei Cai, Haoyuan Ge

  11681-11689

  2025-04-11

• Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting

  Qiang Gao, Zizheng Wang, Li Huang, Goce Trajcevski, Guisong Liu, Xueqin Chen

  11690-11698

  2025-04-11

• Mixed-Curvature Multi-Modal Knowledge Graph Completion

  Yuxiao Gao, Fuwei Zhang, Zhao Zhang, Xiaoshuang Min, Fuzhen Zhuang

  11699-11707

  2025-04-11

• Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation

  Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu

  11708-11716

  2025-04-11

• Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation

  Shuwei Gong, Yuting Liu, Yizhou Dang, Guibing Guo, Jianzhe Zhao, Xingwei Wang

  11717-11725

  2025-04-11

• Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams

  Brandon Gower-Winter, Georg Krempl, Sergey Dragomiretskiy, Tineke Jelsma, Arno Siebes

  11726-11734

  2025-04-11