v1v2v3v4 (latest)

Session-based Recommendation with Graph Neural Networks

1 November 2018

Shu Wu

Yuyuan Tang

Yanqiao Zhu

Liang Wang

Xing Xie

Tieniu Tan

GNN

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Papers citing "Session-based Recommendation with Graph Neural Networks"

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Title
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization Haoran Zheng Renchi Yang Yubo Zhou Jianliang Xu 32 0 0 25 Nov 2025
Time Matters: Enhancing Sequential Recommendations with Time-Guided Graph Neural ODEsKnowledge Discovery and Data Mining (KDD), 2025 Haoyan Fu Zhida Qin Shixiao Yang H. Zhang Bin Lu Shuang Li Tianyu Huang John C.S. Lui AI4TS 170 0 0 23 Nov 2025
Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation Yue Wang Yuyang Xu Renjun Hu Fanqi Shen Hanyun Jiang Jun Wang Jintai Chen Danny Z. Chen Jian Wu Haochao Ying 33 0 0 11 Nov 2025
Have We Really Understood Collaborative Information? An Empirical Investigation Xiaokun Zhang Zhaochun Ren Bowei He Ziqiang Cui Chen Ma 83 0 0 10 Nov 2025
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning Haonan Yuan Qingyun Sun Junhua Shi Xingcheng Fu Bryan Hooi Jianxin Li Philip S. Yu VLM 200 1 0 05 Nov 2025
To See or To Read: User Behavior Reasoning in Multimodal LLMs Tianning Dong Luyi Ma Varun Vasudevan Jason H. D. Cho Sushant Kumar Kannan Achan 116 0 0 05 Nov 2025
KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation Y. Wang Qing Xie Zhifeng Bao Mengzi Tang Lin Li Yongjian Liu 64 0 0 04 Nov 2025
Rethinking LLM Human Simulation: When a Graph is What You Need Joseph Suh Suhong Moon Serina Chang AI4CE 105 0 0 03 Nov 2025
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation Yehjin Shin Jeongwhan Choi Seojin Kim Noseong Park AI4TS 68 0 0 29 Oct 2025
If You Want to Be Robust, Be Wary of InitializationNeural Information Processing Systems (NeurIPS), 2025 Sofiane Ennadir J. Lutzeyer Michalis Vazirgiannis El Houcine Bergou AAML 96 4 0 26 Oct 2025
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming Zhen Zhang Bingsheng He OOD 112 0 0 21 Oct 2025
Self-Supervised Representation Learning with ID-Content Modality Alignment for Sequential Recommendation Donglin Zhou Weike Pan Zhong Ming AI4TS 116 0 0 12 Oct 2025
Multi-Granularity Sequence Denoising with Weakly Supervised Signal for Sequential Recommendation Liang Li Zhou Yang Xiaofei Zhu NoLa HAI AI4TS 146 0 0 12 Oct 2025
Tag-Enriched Multi-Attention with Large Language Models for Cross-Domain Sequential RecommendationIEEE transactions on consumer electronics (IEEE TCE), 2025 Wangyu Wu Xuhang Chen Zhenhong Chen Jing-En Jiang Kim-Fung Tsang Xiaowei Huang Fei Ma Jimin Xiao 3DV AI4TS 240 0 0 10 Oct 2025
Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations Minmao Wang Xingchen Liu Shijie Yi Likang Wu Hongke Zhao Fei Pan Qingpeng Cai Peng Jiang 88 0 0 10 Oct 2025
Multi-Item-Query Attention for Stable Sequential Recommendation Mingshi Xu Haoren Zhu Wilfred Siu Hung Ng 40 0 0 29 Sep 2025
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation Kaiwen Wei Kejun He Xiaomian Kang Jie Zhang Yuming Yang Jiang Zhong He Bai Junnan Zhu 56 0 0 28 Sep 2025
Pedestrian Attribute Recognition via Hierarchical Cross-Modality HyperGraph Learning Xiao Wang Shujuan Wu Xiaoxia Cheng Changwei Bi Jin Tang Bin Luo 68 0 0 26 Sep 2025
Unified Interaction Foundational Model (UIFM) for Predicting Complex User and System Behavior Vignesh Ethiraj Subhash Talluri AI4CE 32 0 0 07 Sep 2025
MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation Ilwoong Baek Mincheol Yoon Seongmin Park Jongwuk Lee AI4TS 160 0 0 19 Aug 2025
Closing the Performance Gap in Generative Recommenders with Collaborative Tokenization and Efficient Modeling Simon Lepage Jérémie Mary David Picard 60 1 0 12 Aug 2025
Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Shuo Zhang Xiao Li Jiayi Wu Fan Yang Xiang Li Ming-Xin Gao 70 0 0 27 Jul 2025
GRACE: Generative Recommendation via Journey-Aware Sparse Attention on Chain-of-Thought TokenizationACM Conference on Recommender Systems (RecSys), 2025 Luyi Ma Wanjia Zhang Kai Zhao Abhishek Kulkarni Lalitesh Morishetti ... Kamiya Motwani Malay Patel Evren Körpeoglu Sushant Kumar Kannan Achan AI4TS 43 1 0 19 Jul 2025
LLM-Enhanced Multimodal Fusion for Cross-Domain Sequential Recommendation Wangyu Wu Zhenhong Chen Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao AI4TS 134 10 0 22 Jun 2025
SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender SystemsInternational Conference on the Theory of Information Retrieval (ICTIR), 2025 Tan Loc Nguyen Tin T. Tran 102 0 0 19 Jun 2025
INTERPOS: Interaction Rhythm Guided Positional Morphing for Mobile App Recommender SystemsInternational Computer Science Conference (ICSC), 2025 M. H. Maqbool Moghis Fereidouni Umar Farooq A.B. Siddique H. Foroosh AI4TS 133 1 0 14 Jun 2025
Generating Long Semantic IDs in Parallel for RecommendationKnowledge Discovery and Data Mining (KDD), 2025 Yupeng Hou Jiacheng Li Ashley Shin Jinsung Jeon Abhishek Santhanam Wei Shao Kaveh Hassani Ning Yao Julian McAuley 3DV VLM 220 16 0 06 Jun 2025
Heterogeneous Sequel-Aware Graph Neural Networks for Sequential Learning Anushka Tiwari Haimonti Dutta Shahrzad Khanizadeh 113 0 0 05 Jun 2025
Rethinking Contrastive Learning in Session-based RecommendationPattern Recognition (Pattern Recogn.), 2025 Xiaokun Zhang Bo Xu Fenglong Ma Zhizheng Wang Liang Yang Hongfei Lin 234 3 0 05 Jun 2025
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late FusionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Sunkyung Lee Minjin Choi Eunseong Choi Hye-young Kim Jongwuk Lee VLM 126 2 0 02 Jun 2025
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View PerspectiveInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Di Jin Jingyi Cao Xiaobao Wang Bingdao Feng Dongxiao He Longbiao Wang Jianwu Dang 258 0 0 23 May 2025
Graph Inverse Style Transfer for Counterfactual Explainability Bardh Prenkaj Efstratios Zaradoukas Gjergji Kasneci AAML 211 0 0 23 May 2025
R $^2$ ec: Towards Large Recommender Models with Reasoning Runyang You Chak Tou Leong Xinyu Lin Xin Zhang Wenjie Wang Wenjie Li Liqiang Nie LRM 310 3 0 22 May 2025
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation Bowen Zheng Xiaolei Wang Enze Liu Xi Wang Lu Hongyu Yu Chen Wayne Xin Zhao Ji-Rong Wen 286 2 0 22 May 2025
DIFF: Dual Side-Information Filtering and Fusion for Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Hye-young Kim Minjin Choi Sunkyung Lee Ilwoong Baek Jongwuk Lee 153 4 0 20 May 2025
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric PerspectiveIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 Xiaokun Zhang Bo Xu Chenliang Li Bowei He Hongfei Lin Chen Ma Fenglong Ma 200 4 0 18 May 2025
HMamba: Hyperbolic Mamba for Sequential Recommendation Qianru Zhang Honggang Wen Wei Yuan Crystal Chen Menglin Yang Siu-Ming Yiu Hongzhi Yin Mamba 176 3 0 14 May 2025
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation Qianru Zhang Liang Qu Honggang Wen Dong Huang Siu-Ming Yiu Nguyen Quoc Viet Hung Hongzhi Yin Mamba 300 1 0 07 May 2025
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs Zihan Chen Xingbo Fu Yushun Dong Jundong Li Cong Shen FedML 616 0 0 29 Apr 2025
MMHCL: Multi-Modal Hypergraph Contrastive Learning for RecommendationACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2025 Xu Guo Tong Zhang Fuyun Wang Xudong Wang Wei Wei Xin Liu Zhen Cui 265 3 0 23 Apr 2025
Dynamic Time-aware Continual User Representation LearningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Seungyoon Choi Sein Kim Hongseok Kang Wonjoong Kim Chanyoung Park CLL 168 0 0 23 Apr 2025
Cognitive-Inspired Hierarchical Attention Fusion With Visual and Textual for Cross-Domain Sequential Recommendation Wangyu Wu Zhenhong Chen Siqi Song Xianglin Qiua Xiaowei Huang Fei Ma Jimin Xiao HAI 301 1 0 21 Apr 2025
Linear Item-Item Model with Neural Knowledge for Session-based RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Minjin Choi Sunkyung Lee Seongmin Park Jongwuk Lee KELM 149 0 0 21 Apr 2025
Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation Zahra Akhlaghi Mostafa Haghir Chehreghani AI4TS 186 1 0 18 Apr 2025
Session-based Recommender Systems: User Interest as a Stochastic Process in the Latent Space Klaudia Balcer Piotr Lipinski 191 0 0 14 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 273 5 0 06 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Zhongfu Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 374 3 0 06 Apr 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 410 2 0 25 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 259 3 0 13 Mar 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNsInternational Conference on Learning Representations (ICLR), 2025 Li Ju Xingyi Yang Qi Li Xinchao Wang 355 0 0 26 Feb 2025