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Session-based Recommendation with Graph Neural Networks
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)PDFHTML

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

50 / 342 papers shown
Mimetic Models: Ethical Implications of AI that Acts Like You
Mimetic Models: Ethical Implications of AI that Acts Like YouAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Reid McIlroy-Young
Jon M. Kleinberg
S. Sen
Solon Barocas
Ashton Anderson
218
24
0
19 Jul 2022
Multi-Behavior Hypergraph-Enhanced Transformer for Sequential
  Recommendation
Multi-Behavior Hypergraph-Enhanced Transformer for Sequential RecommendationKnowledge Discovery and Data Mining (KDD), 2022
Yuhao Yang
Chao Huang
Lianghao Xia
Yuxuan Liang
Yanwei Yu
Chenliang Li
HAI
208
162
0
12 Jul 2022
On Structural Explanation of Bias in Graph Neural Networks
On Structural Explanation of Bias in Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2022
Yushun Dong
Song Wang
Yu Wang
Hanyu Wang
Jundong Li
176
35
0
24 Jun 2022
Time Interval-enhanced Graph Neural Network for Shared-account
  Cross-domain Sequential Recommendation
Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential RecommendationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Lei Guo
Jinyu Zhang
Lilia Tang
Tong Chen
Lei Zhu
Hongzhi Yin
125
54
0
16 Jun 2022
Recommender Transformers with Behavior Pathways
Recommender Transformers with Behavior PathwaysThe Web Conference (WWW), 2022
Zhiyu Yao
Xinyang Chen
Sinan Wang
Qinyan Dai
Yumeng Li
Tanchao Zhu
Mingsheng Long
201
9
0
13 Jun 2022
Towards Universal Sequence Representation Learning for Recommender
  Systems
Towards Universal Sequence Representation Learning for Recommender SystemsKnowledge Discovery and Data Mining (KDD), 2022
Yupeng Hou
Shanlei Mu
Wayne Xin Zhao
Yaliang Li
Bolin Ding
Ji-Rong Wen
AI4TS
283
292
0
13 Jun 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer
Multi-Behavior Sequential Recommendation with Temporal Graph TransformerIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Lianghao Xia
Chao Huang
Yong-mei Xu
Jiangsen Pei
HAI
246
82
0
06 Jun 2022
Enhancing Sequential Recommendation with Graph Contrastive Learning
Enhancing Sequential Recommendation with Graph Contrastive LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Yixin Zhang
Yong Liu
Yonghui Xu
Hao Xiong
Chenyi Lei
Weiliang He
Li-zhen Cui
Chunyan Miao
194
79
0
30 May 2022
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints
M. Park
228
0
0
23 May 2022
Sequential/Session-based Recommendations: Challenges, Approaches,
  Applications and Opportunities
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and OpportunitiesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Shoujin Wang
Tao Gui
Liang Hu
Xiuzhen Zhang
Yan Wang
Charu C. Aggarwal
206
54
0
22 May 2022
Poincaré Heterogeneous Graph Neural Networks for Sequential
  Recommendation
Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
Naicheng Guo
Xiaolei Liu
Shaoshuai Li
Qiongxu Ma
Kaixin Gao
Bing Han
Lin Zheng
Xiaobo Guo
152
21
0
16 May 2022
Positive, Negative and Neutral: Modeling Implicit Feedback in
  Session-based News Recommendation
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Shansan Gong
Ke Zhu
127
43
0
12 May 2022
Price DOES Matter! Modeling Price and Interest Preferences in
  Session-based Recommendation
Price DOES Matter! Modeling Price and Interest Preferences in Session-based RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Xiaokun Zhang
Bo Xu
Liang Yang
Chenliang Li
Fenglong Ma
Haifeng Liu
Hongfei Lin
140
74
0
09 May 2022
Select and Calibrate the Low-confidence: Dual-Channel Consistency based
  Graph Convolutional Networks
Select and Calibrate the Low-confidence: Dual-Channel Consistency based Graph Convolutional Networks
S. Shi
Jian Chen
Kai Qiao
Shuai Yang
Linyuan Wang
B. Yan
GNN
153
1
0
08 May 2022
Multi-Graph based Multi-Scenario Recommendation in Large-scale Online
  Video Services
Multi-Graph based Multi-Scenario Recommendation in Large-scale Online Video ServicesThe Web Conference (WWW), 2022
Fan Zhang
Qiuying Peng
Yu-Liang Wu
Zheng Pan
Rong Zeng
David Lin
Ye Qi
123
10
0
05 May 2022
CORE: Simple and Effective Session-based Recommendation within
  Consistent Representation Space
CORE: Simple and Effective Session-based Recommendation within Consistent Representation SpaceAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Yupeng Hou
Binbin Hu
Qing Cui
Wayne Xin Zhao
241
124
0
23 Apr 2022
Exploiting Session Information in BERT-based Session-aware Sequential
  Recommendation
Exploiting Session Information in BERT-based Session-aware Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Jinseok Seol
Youngrok Ko
Sang-goo Lee
282
24
0
22 Apr 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural
  Networks
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Hejie Cui
Wei Dai
Yanqiao Zhu
Xuan Kan
Antonio Aodong Chen Gu
Joshua Lukemire
Chen Tang
Lifang He
Ying Guo
Carl Yang
293
176
0
17 Mar 2022
G$^3$SR: Global Graph Guided Session-based Recommendation
G3^33SR: Global Graph Guided Session-based RecommendationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Zhiwei Deng
Changdong Wang
Ling Huang
Jianhuang Lai
Philip S. Yu
217
16
0
12 Mar 2022
Transition Relation Aware Self-Attention for Session-based
  Recommendation
Transition Relation Aware Self-Attention for Session-based Recommendation
Guanghui Zhu
Haojun Hou
Jingfan Chen
Chun Yuan
Jiaming Ji
GNN
134
0
0
12 Mar 2022
Filter-enhanced MLP is All You Need for Sequential Recommendation
Filter-enhanced MLP is All You Need for Sequential RecommendationThe Web Conference (WWW), 2022
Kun Zhou
Hui Yu
Wayne Xin Zhao
Ji-Rong Wen
264
366
0
28 Feb 2022
Multi-view Intent Disentangle Graph Networks for Bundle Recommendation
Multi-view Intent Disentangle Graph Networks for Bundle RecommendationAAAI Conference on Artificial Intelligence (AAAI), 2022
Sen Zhao
Wei Wei
Ding Zou
Xian-Ling Mao
306
111
0
23 Feb 2022
Who Are the Best Adopters? User Selection Model for Free Trial Item
  Promotion
Who Are the Best Adopters? User Selection Model for Free Trial Item PromotionIEEE Transactions on Big Data (TBD), 2022
Shiqi Wang
Chongming Gao
Min Gao
Junliang Yu
Zongwei Wang
Hongzhi Yin
170
10
0
19 Feb 2022
Graph Spring Network and Informative Anchor Selection for Session-based
  Recommendation
Graph Spring Network and Informative Anchor Selection for Session-based RecommendationNeural Networks (NN), 2022
Zizhuo Zhang
Bang-wei Wang
220
14
0
19 Feb 2022
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal
  Traffic Forecasting
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting
Y. Shin
Yoonjin Yoon
GNNAI4TS
207
81
0
18 Feb 2022
A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications
A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications
Jun Xia
Yanqiao Zhu
Yuanqi Du
Stan Z. Li
VLM
163
42
0
16 Feb 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation,
  Revisited
Convolutional Neural Networks on Graphs with Chebyshev Approximation, RevisitedNeural Information Processing Systems (NeurIPS), 2022
Mingguo He
Zhewei Wei
Ji-Rong Wen
GNN
375
178
0
04 Feb 2022
Context Uncertainty in Contextual Bandits with Applications to
  Recommender Systems
Context Uncertainty in Contextual Bandits with Applications to Recommender SystemsAAAI Conference on Artificial Intelligence (AAAI), 2022
Hao Wang
Yifei Ma
Hao Ding
Yuyang Wang
393
6
0
01 Feb 2022
Sequential Search with Off-Policy Reinforcement Learning
Sequential Search with Off-Policy Reinforcement LearningInternational Conference on Information and Knowledge Management (CIKM), 2021
Dadong Miao
Yanan Wang
Guoyu Tang
Lin Liu
Sulong Xu
Bo Long
Yun Xiao
Lingfei Wu
Yunjiang Jiang
OffRL
151
3
0
01 Feb 2022
MGNN: Graph Neural Networks Inspired by Distance Geometry Problem
MGNN: Graph Neural Networks Inspired by Distance Geometry ProblemKnowledge Discovery and Data Mining (KDD), 2022
Guanyu Cui
Zhewei Wei
173
12
0
31 Jan 2022
Modeling Complex Dependencies for Session-based Recommendations via
  Graph Neural Networks
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks
Qian Zhang
Sibo Wei
GNN
114
1
0
29 Jan 2022
Evidence-aware Fake News Detection with Graph Neural Networks
Evidence-aware Fake News Detection with Graph Neural NetworksThe Web Conference (WWW), 2022
Weizhi Xu
Jun Wu
Qiang Liu
Shu Wu
Liang Wang
GNN
214
111
0
18 Jan 2022
Collaborative Reflection-Augmented Autoencoder Network for Recommender
  Systems
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems
Lianghao Xia
Chao Huang
Yong-mei Xu
Huance Xu
Xiang Li
Weiguo Zhang
HAI
141
12
0
10 Jan 2022
Attention-Based Recommendation On Graphs
Attention-Based Recommendation On Graphs
Taher Hekmatfar
Saman Haratizadeh
Parsa Razban
S. Goliaei
GNN
221
4
0
04 Jan 2022
GIMIRec: Global Interaction Information Aware Multi-Interest Framework
  for Sequential Recommendation
GIMIRec: Global Interaction Information Aware Multi-Interest Framework for Sequential Recommendation
Jie Zhang
Ke-Jia Chen
Jingqiang Chen
AI4TS
262
0
0
16 Dec 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AIIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jiangchao Yao
Shengyu Zhang
Yang Yao
Feng Wang
Jianxin Ma
...
Kun Kuang
Chao-Xiang Wu
Leilei Gan
Jingren Zhou
Hongxia Yang
390
144
0
11 Nov 2021
GNNear: Accelerating Full-Batch Training of Graph Neural Networks with
  Near-Memory Processing
GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory ProcessingInternational Conference on Parallel Architectures and Compilation Techniques (PACT), 2021
Zhe Zhou
Cong Li
Xuechao Wei
Xiaoyang Wang
Guangyu Sun
GNN
209
34
0
01 Nov 2021
Latent Structure Mining with Contrastive Modality Fusion for Multimedia
  Recommendation
Latent Structure Mining with Contrastive Modality Fusion for Multimedia RecommendationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jinghao Zhang
Yanqiao Zhu
Qiang Liu
Mengqi Zhang
Shu Wu
Liang Wang
278
78
0
01 Nov 2021
Surrogate Representation Learning with Isometric Mapping for Gray-box
  Graph Adversarial Attacks
Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial AttacksWeb Search and Data Mining (WSDM), 2021
Zihan Liu
Yun Luo
Z. Zang
Stan Z. Li
AAML
294
15
0
20 Oct 2021
GNN-LM: Language Modeling based on Global Contexts via GNN
GNN-LM: Language Modeling based on Global Contexts via GNN
Yuxian Meng
Shi Zong
Xiaoya Li
Xiaofei Sun
Tianwei Zhang
Leilei Gan
Jiwei Li
LRM
534
45
0
17 Oct 2021
Relation-aware Heterogeneous Graph for User Profiling
Relation-aware Heterogeneous Graph for User Profiling
Qilong Yan
Yufeng Zhang
Qiang Liu
Shu Wu
Liang Wang
223
23
0
14 Oct 2021
Learning to Select Historical News Articles for Interaction based Neural
  News Recommendation
Learning to Select Historical News Articles for Interaction based Neural News Recommendation
Peitian Zhang
Zhicheng Dou
Jing Yao
AI4TS
179
5
0
13 Oct 2021
Breaking the Softmax Bottleneck for Sequential Recommender Systems with
  Dropout and Decoupling
Breaking the Softmax Bottleneck for Sequential Recommender Systems with Dropout and Decoupling
Yi Lin
BDL
183
3
0
11 Oct 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics
  for Session-based Recommendation
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based RecommendationAAAI Conference on Artificial Intelligence (AAAI), 2021
Chao Huang
Jiahui Chen
Lianghao Xia
Yong-mei Xu
Peng Dai
Yanqing Chen
Liefeng Bo
Jiashu Zhao
Xiangji Huang
283
108
0
08 Oct 2021
Extracting Attentive Social Temporal Excitation for Sequential
  Recommendation
Extracting Attentive Social Temporal Excitation for Sequential Recommendation
Yunzhe Li
Yue Ding
Bo Chen
Xin Xin
Yule Wang
Yuxiang Shi
Ruiming Tang
Dong Wang
AI4TS
117
17
0
28 Sep 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction
Dynamic Sequential Graph Learning for Click-Through Rate Prediction
Yunfei Chu
Xiaofu Chang
Kunyang Jia
Jingzhen Zhou
Hongxia Yang
158
7
0
26 Sep 2021
Learning Dual Dynamic Representations on Time-Sliced User-Item
  Interaction Graphs for Sequential Recommendation
Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2021
Zeyuan Chen
Wei Zhang
Junchi Yan
Gang Wang
Jianyong Wang
AI4TS
222
27
0
24 Sep 2021
Context-aware Tree-based Deep Model for Recommender Systems
Context-aware Tree-based Deep Model for Recommender Systems
Daqing Chang
Jintao Liu
Xinhang Li
Han Li
Ziru Xu
Xiaoqiang Zhu
132
3
0
22 Sep 2021
Graph Neural Netwrok with Interaction Pattern for Group Recommendation
Graph Neural Netwrok with Interaction Pattern for Group Recommendation
Bo Wang
Yuheng Lu
80
1
0
21 Sep 2021
Attentive Knowledge-aware Graph Convolutional Networks with
  Collaborative Guidance for Personalized Recommendation
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation
Yankai Chen
Yaming Yang
Yujing Wang
Jing Bai
Xiangchen Song
Irwin King
212
81
0
05 Sep 2021
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