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
Self Contrastive Learning for Session-based RecommendationEuropean Conference on Information Retrieval (ECIR), 2023 Zhengxiang Shi Xi Wang Aldo Lipani 266 8 0 02 Jun 2023
Task Relation-aware Continual User Representation LearningKnowledge Discovery and Data Mining (KDD), 2023 Sein Kim Namkyeong Lee Donghyun Kim Min-Chul Yang Chanyoung Park CLL 216 9 0 01 Jun 2023
Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria RecommendationKnowledge Discovery and Data Mining (KDD), 2023 Jin-Duk Park Siqing Li Xin Cao Won-Yong Shin 195 11 0 30 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 194 2 0 24 May 2023
Breaking the Curse of Knowledge: Towards Effective Multimodal Recommendation using Knowledge Soft Integration Kai Ouyang Chen Tang Zenghao Chai Wenhao Zheng Xiangjin Xie Xuanji Xiao Zhi Wang 72 0 0 12 May 2023
Dual Intent Enhanced Graph Neural Network for Session-based New Item RecommendationThe Web Conference (WWW), 2023 Di Jin Luzhi Wang Yizhen Zheng Guojie Song Fei Jiang Xiang Li Jialin Li Shirui Pan 144 38 0 10 May 2023
Graph Masked Autoencoder for Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Yaowen Ye Lianghao Xia Chao Huang 317 70 0 08 May 2023
Multi-grained Hypergraph Interest Modeling for Conversational RecommendationAI Open (AO), 2023 Chenzhang Shang Yupeng Hou Wayne Xin Zhao Yaliang Li Jing Zhang 307 17 0 04 May 2023
Importance of equivariant and invariant symmetries for fluid flow modeling Varun Shankar Shivam Barwey Zico Kolter R. Maulik V. Viswanathan AI4CE 237 5 0 03 May 2023
Attention Mixtures for Time-Aware Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 206 33 0 17 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A SurveyIEEE Access (IEEE Access), 2023 Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 181 31 0 12 Apr 2023
A Comprehensive Survey on Deep Graph Representation LearningNeural Networks (Neural Netw.), 2023 Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 446 249 0 11 Apr 2023
SGDP: A Stream-Graph Neural Network Based Data PrefetcherIEEE International Joint Conference on Neural Network (IJCNN), 2023 Yiyuan Yang Rongshang Li Qiquan Shi Xijun Li Gang Hu Xing Li Mingxuan Yuan AI4TS 156 8 0 07 Apr 2023
Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User MatchingInternational Conference on Data Warehousing and Knowledge Discovery (DaWaK), 2023 Ali Taghibakhshi Mingyuan Ma Ashwath Aithal Onur Yilmaz Haggai Maron Matthew West 53 0 0 06 Apr 2023
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient DebiasNeural Information Processing Systems (NeurIPS), 2023 Zihan Liu Yun Luo Lirong Wu Zicheng Liu Stan Z. Li AAML 176 33 0 29 Mar 2023
Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy DynamicsThe Web Conference (WWW), 2023 Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL AI4TS AI4MH 201 12 0 16 Mar 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2023 Mengting Zhou Zhiguo Gong 182 35 0 24 Feb 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2023 Zhan Gao Deniz Gunduz GNN 238 3 0 16 Feb 2023
Exploiting Graph Structured Cross-Domain Representation for Multi-Domain RecommendationEuropean Conference on Information Retrieval (ECIR), 2023 Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 192 9 0 12 Feb 2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation Yuan Cao Xudong Zhang Fan Zhang Feifei Kou Josiah Poon Xiongnan Jin Yongheng Wang Jinpeng Chen 55 2 0 08 Feb 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 352 95 0 11 Jan 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 261 13 0 10 Jan 2023
Improving Sequential Recommendation Models with an Enhanced Loss Function Fan Li Shenbao Yu Feng Zeng Fang Yang 236 3 0 03 Jan 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the DefenseAAAI Conference on Artificial Intelligence (AAAI), 2022 Yang Yu Qi Liu Likang Wu Runlong Yu Sanshi Lei Yu Zaixin Zhang FedML 154 61 0 11 Dec 2022
Influential Recommender SystemIEEE International Conference on Data Engineering (ICDE), 2022 Haoren Zhu Hao Ge Xiaodong Gu Pengfei Zhao Lee 113 3 0 18 Nov 2022
Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network Yongbin Li Bingbing Xu Qi Cao Yige Yuan Huawei Shen 88 0 0 16 Nov 2022
Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation Zhihao Zhu Chenwang Wu Mingyang Zhou Hao Liao DefuLian Enhong Chen AAML 137 4 0 15 Nov 2022
STAR: A Session-Based Time-Aware Recommender SystemNeurocomputing (Neurocomputing), 2022 Reza Yeganegi Saman Haratizadeh 90 8 0 11 Nov 2022
Efficient Graph Neural Network Inference at Large Scale Xin-pu Gao Wentao Zhang Yingxia Shao Quoc Viet Hung Nguyen Tengjiao Wang Hongzhi Yin AI4CE GNN 206 8 0 01 Nov 2022
DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest RecommendationWeb Search and Data Mining (WSDM), 2022 Yifang Qin Yifan Wang Fang Sun Wei Ju Xuyang Hou Zhe Wang Jia Cheng Jun Lei Ming Zhang 216 73 0 29 Oct 2022
Heterogeneous Information Crossing on Graphs for Session-based Recommender SystemsACM Transactions on the Web (TWEB), 2022 Xiaolin Zheng Rui Wu Zhongxuan Han Chaochao Chen Lin Chen Bing Han 150 10 0 24 Oct 2022
Self-supervised Graph-based Point-of-interest Recommendation Yongqian Li Tong Chen P. Zhang Zi Huang Hongzhi Yin 118 4 0 22 Oct 2022
Learning Vector-Quantized Item Representation for Transferable Sequential RecommendersThe Web Conference (WWW), 2022 Yupeng Hou Zhankui He Julian McAuley Wayne Xin Zhao 254 201 0 22 Oct 2022
Hierarchical Multi-Interest Co-Network For Coarse-Grained Ranking Xu Yuan Chengjun Xu Qiwei Chen Tao Zhuang Hongjie Chen Chong Li AI4TS 224 0 0 19 Oct 2022
Code Recommendation for Open Source Software DevelopersThe Web Conference (WWW), 2022 Yiqiao Jin Yunsheng Bai Yanqiao Zhu Luke Huan Wei Wang 234 28 0 15 Oct 2022
Self-Distillation for Unsupervised 3D Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 114 19 0 15 Oct 2022
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jun Wu Weizhi Xu Qiang Liu Shu Wu Liang Wang GNN 156 22 0 11 Oct 2022
Kernel-based Substructure Exploration for Next POI RecommendationIndustrial Conference on Data Mining (IDM), 2022 Wei Ju Yifang Qin Ziyue Qiao Xiao Luo Yifan Wang Yanjie Fu Ming Zhang 160 32 0 08 Oct 2022
Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor FusionIEEE Transactions on Parallel and Distributed Systems (TPDS), 2022 Xiaodong Yi Shiwei Zhang Lansong Diao Chuan Wu Zhen Zheng Shiqing Fan Siyu Wang Jun Yang W. Lin 141 6 0 26 Sep 2022
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based RecommendationsACM Conference on Recommender Systems (RecSys), 2022 Walid Shalaby Sejoon Oh Amir Afsharinejad Srijan Kumar Xiquan Cui 250 31 0 23 Sep 2022
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning Eunkyu Oh Taehun Kim Minsoo Kim Yunhu Ji Sushil Khyalia 90 1 0 22 Sep 2022
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential RecommendationACM Multimedia (ACM MM), 2022 Xiaolin Zheng Jiajie Su Weiming Liu Chaochao Chen 234 59 0 21 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL 250 12 0 27 Aug 2022
Implicit Session Contexts for Next-Item RecommendationsInternational Conference on Information and Knowledge Management (CIKM), 2022 Sejoon Oh Ankur Bhardwaj Jongseok Han Sungchul Kim Ryan Rossi Srijan Kumar CML 105 9 0 18 Aug 2022
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content CachingIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2022 Jianhang Zhu Rongpeng Li Guoru Ding Chan Wang Jianjun Wu Zhifeng Zhao Honggang Zhang GNN 78 16 0 18 Aug 2022
Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense KnowledgeInternational Conference on Information and Knowledge Management (CIKM), 2022 Hyunsik Jeon Jongjin Kim Hoyoung Yoon Jaeri Lee U. Kang 114 21 0 12 Aug 2022
Sparse Attentive Memory Network for Click-through Rate Prediction with Long SequencesInternational Conference on Information and Knowledge Management (CIKM), 2022 Qianying Lin Wen-Ji Zhou Yanshi Wang Qing Da Qingguo Chen Bing Wang VLM 146 13 0 08 Aug 2022
PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes Tien-Cuong Bui Wen-Syan Li S. Cha 166 2 0 05 Aug 2022
Long Short-Term Preference Modeling for Continuous-Time Sequential Recommendation Huixuan Chi Haonan Xu Hao Xu Mengya Liu Mengdi Zhang Yuji Yang Qinfen Hao Wei Wu 99 7 0 01 Aug 2022
Incorporating Heterogeneous User Behaviors and Social Influences for Predictive AnalysisIEEE Transactions on Big Data (TBD), 2022 Haobing Liu Yanmin Zhu Chunyang Wang Jianyu Ding Jiadi Yu Feilong Tang 136 6 0 24 Jul 2022