v1v2 (latest)

Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation

Knowledge Discovery and Data Mining (KDD), 2022

12 July 2022

Yuhao Yang

Chao Huang

Lianghao Xia

ArXiv (abs)PDF HTML Github (67★)

Papers citing "Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation"

36 / 36 papers shown

Title
Generative Sequential Recommendation via Hierarchical Behavior Modeling Zhefan Wang Guokai Yan Jinbei Yu Siyu Gu Jingyan Chen Peng Jiang Zhiqiang Guo Min Zhang 77 0 0 05 Nov 2025
IntSR: An Integrated Generative Framework for Search and Recommendation Huimin Yan Longfei Xu Junjie Sun Ni Ou Wei Luo Xing Tan Ran Cheng Kaikui Liu Xiangxiang Chu 109 0 0 25 Sep 2025
Rethinking Purity and Diversity in Multi-Behavior Sequential Recommendation from the Frequency Perspective Yongqiang Han Kai Cheng Kefan Wang Tong Xu 93 0 0 28 Aug 2025
Multi-Modal Multi-Behavior Sequential Recommendation with Conditional Diffusion-Based Feature DenoisingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Xiaoxi Cui Weihai Lu Yu Tong Yiheng Li Zhejun Zhao DiffM 112 6 0 07 Aug 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
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
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
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 376 33 0 28 Mar 2025
Multi-Behavior Recommender Systems: A SurveyPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025 Kyungho Kim Sunwoo Kim Geon Lee Jinhong Jung Kijung Shin AI4CE 142 2 0 10 Mar 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Qiang Liu Huifeng Guo Ruiming Tang 193 1 0 28 Feb 2025
PCL: Prompt-based Continual Learning for User Modeling in Recommender SystemsThe Web Conference (WWW), 2025 M. Yang Fan Yang Yanhui Guo Shaoyuan Xu Tianchen Zhou Yetian Chen Simone Shao Jia-Wei Liu Yan Gao CLL VLM 183 0 0 26 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 526 7 0 17 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion ModelWeb Search and Data Mining (WSDM), 2025 Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chenyu Huang 179 11 0 04 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 249 0 0 31 Dec 2024
ContextGNN: Beyond Two-Tower Recommendation SystemsInternational Conference on Learning Representations (ICLR), 2024 Yiwen Yuan Zecheng Zhang Xinwei He Akihiro Nitta Weihua Hu ... Blaž Stojanovič Alan Krumholz J. E. Lenssen J. Leskovec Matthias Fey 202 13 0 29 Nov 2024
VisualLens: Personalization through Task-Agnostic Visual History Peng Guo Deqing Fu Kai Sun Y. Lu Mohammad Kachuee ... Kanika Narang Mustafa Canim Yue Liu Anuj Kumar Xin Luna Dong AI4TS 350 0 0 25 Nov 2024
Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations Luyi Ma Xiaohan Li Zezhong Fan Kai Zhao Jianpeng Xu Praveen Kanumala Gabriele Tolomei Sushant Kumar Sushant Kumar Kannan Achan 225 11 0 16 Oct 2024
Negative Sampling in Recommendation: A Survey and Future Directions Javier Yong Ruobing Xie Lei Meng Fuli Feng Xiaoyu Du Xingwu Sun Zhanhui Kang Xiangxu Meng 173 13 0 11 Sep 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 153 4 0 21 Aug 2024
DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation Kairui Fu Shengyu Zhang Zheqi Lv Jingyuan Chen Jiwei Li 172 7 0 13 Jun 2024
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation Yuxi Liu Lianghao Xia Chao Huang 151 45 0 31 May 2024
HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation Shereen Elsayed Ahmed Rashed Lars Schmidt-Thieme 222 3 0 29 Apr 2024
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation Xin Zhang Ling Chen Xing Tang Hongyu Shi 100 0 0 02 Apr 2024
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting Wei Ju Yusheng Zhao Yifang Qin Siyu Yi Jingyang Yuan Zhiping Xiao Xiao Luo Xiting Yan Ming Zhang 203 36 0 02 Mar 2024
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation Jiajie Su Chaochao Chen Zibin Lin Xi Li Weiming Liu Xiaolin Zheng 136 49 0 22 Feb 2024
MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting Zongjiang Shang Ling Chen AI4TS 116 7 0 17 Jan 2024
Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation Zi-Feng Mai Chang-Dong Wang Zhongjie Zeng Ya Li Jiaquan Chen Philip S. Yu 128 1 0 26 Dec 2023
GraphPro: Graph Pre-training and Prompt Learning for RecommendationThe Web Conference (WWW), 2023 Yuhao Yang Lianghao Xia Da Luo Kangyi Lin Chao Huang AI4CE 346 34 0 28 Nov 2023
Dynamic Hypergraph Structure Learning for Traffic Flow ForecastingIEEE International Conference on Data Engineering (ICDE), 2023 Yusheng Zhao Xiao Luo Wei Ju C. L. Philip Chen Xiansheng Hua Ming Zhang AI4TS 175 47 0 21 Sep 2023
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach Dong Li Divya Bhargavi V. Ravipati 253 6 0 06 Sep 2023
Hypergraph Isomorphism ComputationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yifan Feng Jiashu Han Shihui Ying Yue Gao 72 17 0 26 Jul 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 297 69 0 08 May 2023
Disentangled Contrastive Collaborative FilteringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Xubin Ren Lianghao Xia Jiashu Zhao D. Yin Chao Huang 184 120 0 04 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 186 32 0 17 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 410 237 0 11 Apr 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 341 6 0 17 Dec 2022