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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

ArXiv (abs)PDF HTML

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

50 / 342 papers shown

Title
TGT: A Temporal Gating Transformer for Smartphone App Usage Prediction Longlong Li Cunquan Qu Guanghui Wang HAI AI4TS 232 0 0 24 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction ModelingInternational Journal of Automation and Computing (IJAC), 2021 Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Shu Wu 544 30 0 24 Feb 2025
Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution EnvironmentDesign Automation Conference (DAC), 2025 Ruyi Ding Tianhong Xu A. A. Ding Yunsi Fei FedML 168 0 0 20 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced TransformerThe Web Conference (WWW), 2025 Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Yixiao Liu Ruiming Tang Defu Lian Tong Xu 260 10 0 05 Feb 2025
Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical ReportKnowledge Discovery and Data Mining (KDD), 2025 Haipeng Ding Zhewei Wei Yuhang Ye 270 2 0 08 Jan 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion Abdullah Alchihabi Yuhong Guo DiffM 153 0 0 03 Jan 2025
Mixture of Link Predictors on GraphsNeural Information Processing Systems (NeurIPS), 2024 Li Ma Haoyu Han Juanhui Li Harry Shomer Hui Liu Xiaofeng Gao Shucheng Zhou 312 0 0 03 Jan 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 269 0 0 31 Dec 2024
SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning Tiantian Liang Zhe Yang 192 0 0 16 Dec 2024
Intention Knowledge Graph Construction for User Intention Relation Modeling Jiaxin Bai Zhaoxiang Wang Junfei Cheng Dan Yu Zerui Huang ... Xin Liu Chen Luo Yanming Zhu Yinlin Zhu Yangqiu Song 494 4 0 16 Dec 2024
Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationInternational Conference on Computational Linguistics (COLING), 2024 Zhe Yang Tiantian Liang 150 0 0 15 Dec 2024
GOT4Rec: Graph of Thoughts for Sequential Recommendation Zewen Long Liang Wang Shu Wu Qiang Liu Shu Wu 273 4 0 22 Nov 2024
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item RecommendationsBigData Congress [Services Society] (BSS), 2024 Bhavtosh Rath Pushkar Chennu David Relyea Prathyusha Kanmanth Reddy Amit Pande 106 1 0 14 Nov 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential RecommendationWeb Search and Data Mining (WSDM), 2024 Mingrui Liu Sixiao Zhang Cheng Long 283 4 0 03 Nov 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 253 15 0 28 Oct 2024
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2024 Dingyi Zhuang Chonghe Jiang Yunhan Zheng Shenhao Wang Jinhua Zhao UQCV 288 1 0 12 Oct 2024
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNNACM Multimedia (MM), 2024 Yuxing Zhang Siyuan Meng Chunchun Chen Mengyao Peng Hongyan Gu Xinli Huang 259 1 0 01 Oct 2024
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation Li Li Mingyue Cheng Zhiding Liu Hao Zhang Qi Liu Enhong Chen VLM 200 1 0 23 Sep 2024
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond DatasaurusKnowledge Discovery and Data Mining (KDD), 2024 Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Dingqi Yang Philippe Cudre-Mauroux 176 10 0 20 Sep 2024
Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User ExperienceInternational Conference on Machine Learning Technologies (ICMLT), 2024 Sumeyye Ozturk Ahmed Burak Ercan Resul Tugay Şule Gündüz Öğüdücü 129 2 0 12 Sep 2024
Generative Recommender with End-to-End Learnable Item TokenizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024 Enze Liu Bowen Zheng Cheng Ling Lantao Hu Han Li Wayne Xin Zhao 245 15 0 09 Sep 2024
Laser: Parameter-Efficient LLM Bi-Tuning for Sequential Recommendation with Collaborative Information Xinyu Zhang Linmei Hu Luhao Zhang Dandan Song Heyan Huang Liqiang Nie 222 2 0 03 Sep 2024
HopGNN: Boosting Distributed GNN Training Efficiency via Feature-Centric Model Migration Weijian Chen Shuibing He Haoyang Qu Xuechen Zhang GNN 284 1 0 01 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion ModelsInternational Conference on Information and Knowledge Management (CIKM), 2024 Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 230 10 0 30 Aug 2024
Graph and Sequential Neural Networks in Session-based Recommendation: A SurveyACM Computing Surveys (ACM CSUR), 2024 Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 182 21 0 27 Aug 2024
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation Changshuo Zhang Teng Shi Xiao Zhang Qi Liu Ruobing Xie Jun Xu Ji-Rong Wen 313 11 0 15 Aug 2024
Contrastive Learning on Medical Intents for Sequential Prescription RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2024 Arya Hadizadeh Moghaddam Mohsen Nayebi Kerdabadi Mei Liu Zijun Yao 182 5 0 13 Aug 2024
A GNN Model with Adaptive Weights for Session-Based Recommendation SystemsInternational Conference on Machine Learning Technologies (ICMLT), 2024 Begüm Özbay Dr. Resul Tugay Prof. Dr. Şule Gündüz Öğüdücü 219 1 0 09 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 455 67 0 02 Aug 2024
Semantic Codebook Learning for Dynamic Recommendation ModelsACM Multimedia (MM), 2024 Zheqi Lv Shaoxuan He Ahmed Salem Minxing Zhang Wenqiao Zhang Jingyuan Chen Yang Zhang Fei Wu 274 12 0 31 Jul 2024
Appformer: A Novel Framework for Mobile App Usage Prediction Leveraging Progressive Multi-Modal Data Fusion and Feature ExtractionExpert systems with applications (ESWA), 2024 Chuike Sun Junzhou Chen Yue Zhao Hao Han Ruihai Jing Guang Tan Di Wu 192 4 0 28 Jul 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2024 Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 240 18 0 28 Jul 2024
Orthogonal Hyper-category Guided Multi-interest Elicitation for Micro-video Matching Beibei Li Beihong Jin Yisong Yu Yiyuan Zheng Jiageng Song Wei Zhuo Tao Xiang 99 1 0 20 Jul 2024
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic GraphsKnowledge Discovery and Data Mining (KDD), 2024 Kun Wang Guibin Zhang Xinnan Zhang Cunchun Li Xun Wu Guohao Li Shirui Pan Wei-Ming Huang Yuxuan Liang 228 13 0 18 Jun 2024
An Interpretable Alternative to Neural Representation Learning for Rating Prediction -- Transparent Latent Class Modeling of User Reviews Giuseppe Serra Peter Tino Zhao Xu Xin Yao 165 0 0 17 Jun 2024
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation Peiyan Zhang Yuchen Yan Xi Zhang Liying Kang Chaozhuo Li Feiran Huang Senzhang Wang Sunghun Kim 231 19 0 12 Jun 2024
Making Recommender Systems More Knowledgeable: A Framework to Incorporate Side Information Yukun Jiang Leo Guo Xinyi Chen Jing Xi Liu 81 0 0 02 Jun 2024
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation Yuxi Liu Lianghao Xia Chao Huang 191 46 0 31 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 308 44 0 20 May 2024
Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection Xiang Tao Liang Wang Qiang Liu Shu Wu Liang Wang 150 13 0 24 Apr 2024
Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation Jin-Duk Park Yong-Min Shin Won-Yong Shin 225 12 0 22 Apr 2024
FineRec:Exploring Fine-grained Sequential Recommendation Xiaokun Zhang Bo Xu Youlin Wu Yuan Zhong Hongfei Lin Fenglong Ma 206 25 0 19 Apr 2024
Disentangling ID and Modality Effects for Session-based Recommendation Xiaokun Zhang Bo Xu Zhaochun Ren Xiaochen Wang Hongfei Lin Fenglong Ma 213 25 0 19 Apr 2024
A Survey of Reasoning for Substitution Relationships: Definitions, Methods, and Directions Anxin Yang Zhijuan Du Tao Sun 207 0 0 09 Apr 2024
CSA-Trans: Code Structure Aware Transformer for AST Saeyoon Oh Shin Yoo 177 4 0 07 Apr 2024
A Simple Yet Effective Approach for Diversified Session-Based Recommendation Qing Yin Hui Fang Zhu Sun Yew-Soon Ong 151 1 0 30 Mar 2024
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network Yilun Zheng Jiahao Xu Lihui Chen 299 2 0 26 Mar 2024
Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation Bowen Zheng Zihan Lin Enze Liu Chen Yang Enyang Bai Cheng Ling Wayne Xin Zhao Ji-Rong Wen 236 11 0 20 Mar 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research Tobias Hille Maximilian Stubbemann Tom Hanika AI4CE 200 0 0 13 Mar 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 182 53 0 07 Mar 2024

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

ArXiv (abs)PDF HTML

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

50 / 342 papers shown

Title
TGT: A Temporal Gating Transformer for Smartphone App Usage Prediction Longlong Li Cunquan Qu Guanghui Wang HAI AI4TS 232 0 0 24 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction ModelingInternational Journal of Automation and Computing (IJAC), 2021 Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Shu Wu 544 30 0 24 Feb 2025
Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution EnvironmentDesign Automation Conference (DAC), 2025 Ruyi Ding Tianhong Xu A. A. Ding Yunsi Fei FedML 168 0 0 20 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced TransformerThe Web Conference (WWW), 2025 Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Yixiao Liu Ruiming Tang Defu Lian Tong Xu 260 10 0 05 Feb 2025
Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical ReportKnowledge Discovery and Data Mining (KDD), 2025 Haipeng Ding Zhewei Wei Yuhang Ye 270 2 0 08 Jan 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion Abdullah Alchihabi Yuhong Guo DiffM 153 0 0 03 Jan 2025
Mixture of Link Predictors on GraphsNeural Information Processing Systems (NeurIPS), 2024 Li Ma Haoyu Han Juanhui Li Harry Shomer Hui Liu Xiaofeng Gao Shucheng Zhou 312 0 0 03 Jan 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 269 0 0 31 Dec 2024
SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning Tiantian Liang Zhe Yang 192 0 0 16 Dec 2024
Intention Knowledge Graph Construction for User Intention Relation Modeling Jiaxin Bai Zhaoxiang Wang Junfei Cheng Dan Yu Zerui Huang ... Xin Liu Chen Luo Yanming Zhu Yinlin Zhu Yangqiu Song 494 4 0 16 Dec 2024
Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationInternational Conference on Computational Linguistics (COLING), 2024 Zhe Yang Tiantian Liang 150 0 0 15 Dec 2024
GOT4Rec: Graph of Thoughts for Sequential Recommendation Zewen Long Liang Wang Shu Wu Qiang Liu Shu Wu 273 4 0 22 Nov 2024
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item RecommendationsBigData Congress [Services Society] (BSS), 2024 Bhavtosh Rath Pushkar Chennu David Relyea Prathyusha Kanmanth Reddy Amit Pande 106 1 0 14 Nov 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential RecommendationWeb Search and Data Mining (WSDM), 2024 Mingrui Liu Sixiao Zhang Cheng Long 283 4 0 03 Nov 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 253 15 0 28 Oct 2024
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2024 Dingyi Zhuang Chonghe Jiang Yunhan Zheng Shenhao Wang Jinhua Zhao UQCV 288 1 0 12 Oct 2024
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNNACM Multimedia (MM), 2024 Yuxing Zhang Siyuan Meng Chunchun Chen Mengyao Peng Hongyan Gu Xinli Huang 259 1 0 01 Oct 2024
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation Li Li Mingyue Cheng Zhiding Liu Hao Zhang Qi Liu Enhong Chen VLM 200 1 0 23 Sep 2024
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond DatasaurusKnowledge Discovery and Data Mining (KDD), 2024 Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Dingqi Yang Philippe Cudre-Mauroux 176 10 0 20 Sep 2024
Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User ExperienceInternational Conference on Machine Learning Technologies (ICMLT), 2024 Sumeyye Ozturk Ahmed Burak Ercan Resul Tugay Şule Gündüz Öğüdücü 129 2 0 12 Sep 2024
Generative Recommender with End-to-End Learnable Item TokenizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024 Enze Liu Bowen Zheng Cheng Ling Lantao Hu Han Li Wayne Xin Zhao 245 15 0 09 Sep 2024
Laser: Parameter-Efficient LLM Bi-Tuning for Sequential Recommendation with Collaborative Information Xinyu Zhang Linmei Hu Luhao Zhang Dandan Song Heyan Huang Liqiang Nie 222 2 0 03 Sep 2024
HopGNN: Boosting Distributed GNN Training Efficiency via Feature-Centric Model Migration Weijian Chen Shuibing He Haoyang Qu Xuechen Zhang GNN 284 1 0 01 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion ModelsInternational Conference on Information and Knowledge Management (CIKM), 2024 Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 230 10 0 30 Aug 2024
Graph and Sequential Neural Networks in Session-based Recommendation: A SurveyACM Computing Surveys (ACM CSUR), 2024 Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 182 21 0 27 Aug 2024
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation Changshuo Zhang Teng Shi Xiao Zhang Qi Liu Ruobing Xie Jun Xu Ji-Rong Wen 313 11 0 15 Aug 2024
Contrastive Learning on Medical Intents for Sequential Prescription RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2024 Arya Hadizadeh Moghaddam Mohsen Nayebi Kerdabadi Mei Liu Zijun Yao 182 5 0 13 Aug 2024
A GNN Model with Adaptive Weights for Session-Based Recommendation SystemsInternational Conference on Machine Learning Technologies (ICMLT), 2024 Begüm Özbay Dr. Resul Tugay Prof. Dr. Şule Gündüz Öğüdücü 219 1 0 09 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 455 67 0 02 Aug 2024
Semantic Codebook Learning for Dynamic Recommendation ModelsACM Multimedia (MM), 2024 Zheqi Lv Shaoxuan He Ahmed Salem Minxing Zhang Wenqiao Zhang Jingyuan Chen Yang Zhang Fei Wu 274 12 0 31 Jul 2024
Appformer: A Novel Framework for Mobile App Usage Prediction Leveraging Progressive Multi-Modal Data Fusion and Feature ExtractionExpert systems with applications (ESWA), 2024 Chuike Sun Junzhou Chen Yue Zhao Hao Han Ruihai Jing Guang Tan Di Wu 192 4 0 28 Jul 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2024 Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 240 18 0 28 Jul 2024
Orthogonal Hyper-category Guided Multi-interest Elicitation for Micro-video Matching Beibei Li Beihong Jin Yisong Yu Yiyuan Zheng Jiageng Song Wei Zhuo Tao Xiang 99 1 0 20 Jul 2024
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic GraphsKnowledge Discovery and Data Mining (KDD), 2024 Kun Wang Guibin Zhang Xinnan Zhang Cunchun Li Xun Wu Guohao Li Shirui Pan Wei-Ming Huang Yuxuan Liang 228 13 0 18 Jun 2024
An Interpretable Alternative to Neural Representation Learning for Rating Prediction -- Transparent Latent Class Modeling of User Reviews Giuseppe Serra Peter Tino Zhao Xu Xin Yao 165 0 0 17 Jun 2024
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation Peiyan Zhang Yuchen Yan Xi Zhang Liying Kang Chaozhuo Li Feiran Huang Senzhang Wang Sunghun Kim 231 19 0 12 Jun 2024
Making Recommender Systems More Knowledgeable: A Framework to Incorporate Side Information Yukun Jiang Leo Guo Xinyi Chen Jing Xi Liu 81 0 0 02 Jun 2024
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation Yuxi Liu Lianghao Xia Chao Huang 191 46 0 31 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 308 44 0 20 May 2024
Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection Xiang Tao Liang Wang Qiang Liu Shu Wu Liang Wang 150 13 0 24 Apr 2024
Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation Jin-Duk Park Yong-Min Shin Won-Yong Shin 225 12 0 22 Apr 2024
FineRec:Exploring Fine-grained Sequential Recommendation Xiaokun Zhang Bo Xu Youlin Wu Yuan Zhong Hongfei Lin Fenglong Ma 206 25 0 19 Apr 2024
Disentangling ID and Modality Effects for Session-based Recommendation Xiaokun Zhang Bo Xu Zhaochun Ren Xiaochen Wang Hongfei Lin Fenglong Ma 213 25 0 19 Apr 2024
A Survey of Reasoning for Substitution Relationships: Definitions, Methods, and Directions Anxin Yang Zhijuan Du Tao Sun 207 0 0 09 Apr 2024
CSA-Trans: Code Structure Aware Transformer for AST Saeyoon Oh Shin Yoo 177 4 0 07 Apr 2024
A Simple Yet Effective Approach for Diversified Session-Based Recommendation Qing Yin Hui Fang Zhu Sun Yew-Soon Ong 151 1 0 30 Mar 2024
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network Yilun Zheng Jiahao Xu Lihui Chen 299 2 0 26 Mar 2024
Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation Bowen Zheng Zihan Lin Enze Liu Chen Yang Enyang Bai Cheng Ling Wayne Xin Zhao Ji-Rong Wen 236 11 0 20 Mar 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research Tobias Hille Maximilian Stubbemann Tom Hanika AI4CE 200 0 0 13 Mar 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 182 53 0 07 Mar 2024