Dual Test-time Training for Out-of-distribution Recommender System

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024

13 March 2025

Papers citing "Dual Test-time Training for Out-of-distribution Recommender System"

50 / 52 papers shown

Title
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation LearningIEEE Signal Processing Letters (IEEE SPL), 2025 Ali Javidani Babak N. Araabi Mohammad Amin Sadeghi SSL 149 0 0 25 Oct 2025
Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence Xihong Yang Siwei Wang Jiaqi Jin Fangdi Wang Tianrui Liu Yueming Jin Xinwang Liu En Zhu Kunlun He 156 0 0 19 Sep 2025
Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs Yaowen Hu Wenxuan Tu Yue Liu Miaomiao Li Wenpeng Lu Zhigang Luo Xinwang Liu Ping Chen 101 0 0 12 Jul 2025
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios Xihong Yang Siwei Wang Fangdi Wang Jiaqi Jin Suyuan Liu Yue Liu En Zhu Xinwang Liu Yueming Jin 253 5 0 27 May 2025
Causal-Invariant Cross-Domain Out-of-Distribution Recommendation Jiajie Zhu Yan Wang Feng Zhu Pengfei Ding Hongyang Liu Zhu Sun OODD 190 0 0 22 May 2025
Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation Changshuo Zhang Xiao Zhang Teng Shi Jun Xu Ji-Rong Wen 282 9 0 02 Apr 2025
Graph Representation Learning via Causal Diffusion for Out-of-Distribution RecommendationThe Web Conference (WWW), 2024 Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 588 14 0 01 Aug 2024
Test-Time Training on Graphs with Large Language Models (LLMs) Jiaxin Zhang Yiqi Wang Xihong Yang Siwei Wang Yu Feng Yu Shi Ruicaho Ren En Zhu Xinwang Liu 153 4 0 21 Apr 2024
End-to-end Learnable Clustering for Intent Learning in RecommendationNeural Information Processing Systems (NeurIPS), 2024 Yue Liu Shihao Zhu Jun Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 260 27 0 11 Jan 2024
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2023 Mingjia Yin Hao Wang Xiang Xu Likang Wu Zhengye Zhang Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 192 35 0 06 Nov 2023
Representation Learning with Large Language Models for RecommendationThe Web Conference (WWW), 2023 Xubin Ren Wei Wei Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang D. Yin Chao Huang 349 289 0 24 Oct 2023
Robust Collaborative Filtering to Popularity Distribution Shift An Zhang Wenchang Ma Jingnan Zheng Xiang Wang Tat-Seng Chua 212 35 0 16 Oct 2023
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent InformationNeural Networks (Neural Netw.), 2023 Qun Zheng Xihong Yang Siwei Wang Xinru An Qi Liu 179 9 0 01 Sep 2023
DealMVC: Dual Contrastive Calibration for Multi-view ClusteringACM Multimedia (ACM MM), 2023 Xihong Yang Jiaqi Jin Siwei Wang K. Liang Yue Liu Yi Wen Suyuan Liu Sihang Zhou Xinwang Liu En Zhu 289 110 0 17 Aug 2023
CONVERT:Contrastive Graph Clustering with Reliable AugmentationACM Multimedia (ACM MM), 2023 Xihong Yang Cheng Tan Yue Liu K. Liang Siwei Wang Sihang Zhou Jun Xia Stan Z. Li Xinwang Liu En Zhu 167 65 0 17 Aug 2023
SSLRec: A Self-Supervised Learning Framework for RecommendationWeb Search and Data Mining (WSDM), 2023 Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 191 50 0 10 Aug 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 180 118 0 04 May 2023
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You NeedComputer Vision and Pattern Recognition (CVPR), 2023 Jingyao Li Pengguang Chen Shaozuo Yu Zexin He Shu Liu Jiaya Jia OODD 268 60 0 06 Feb 2023
Cross-domain recommendation via user interest alignmentThe Web Conference (WWW), 2023 Chuang Zhao Hongke Zhao Ming He Jian Zhang Jianping Fan 151 98 0 26 Jan 2023
Cluster-guided Contrastive Graph Clustering NetworkAAAI Conference on Artificial Intelligence (AAAI), 2023 Xihong Yang Yue Liu Sihang Zhou Siwei Wang Wenxuan Tu Qun Zheng Xinwang Liu Liming Fang En Zhu 252 142 0 03 Jan 2023
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical StructureIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 313 112 0 19 Nov 2022
Test-Time Training for Graph Neural Networks Yiqi Wang Chaozhuo Li Wei Jin Rui Li Jianan Zhao Shucheng Zhou Xing Xie OOD 172 18 0 17 Oct 2022
Empowering Graph Representation Learning with Test-Time Graph TransformationInternational Conference on Learning Representations (ICLR), 2022 Wei Jin Tong Zhao Jiayu Ding Yozen Liu Shucheng Zhou Neil Shah OOD 303 76 0 07 Oct 2022
Multi-layer Representation Learning for Robust OOD Image ClassificationHellenic Conference on Artificial Intelligence (HAI), 2022 Aristotelis Ballas Christos Diou 136 5 0 27 Jul 2022
Mixed Graph Contrastive Network for Semi-Supervised Node ClassificationACM Transactions on Knowledge Discovery from Data (TKDD), 2022 Xihong Yang Yue Liu Sihang Zhou Xinwang Liu En Zhu Sihang Zhou Xinwang Liu En Zhu SSL 272 37 0 06 Jun 2022
Interpolation-based Contrastive Learning for Few-Label Semi-Supervised LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Xihong Yang Xiaochang Hu Sihang Zhou Xinwang Liu En Zhu SSL 557 55 0 24 Feb 2022
CausPref: Causal Preference Learning for Out-of-Distribution RecommendationThe Web Conference (WWW), 2022 Yue He Zimu Wang Peng Cui Hao Zou Yafeng Zhang Qiang Cui Yong Jiang OOD CML OODD 176 59 0 08 Feb 2022
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data AugmentationThe Web Conference (WWW), 2022 Jun Xia Lirong Wu Jintao Chen Bozhen Hu Stan Z. Li 215 366 0 07 Feb 2022
Deep Graph Clustering via Dual Correlation ReductionAAAI Conference on Artificial Intelligence (AAAI), 2021 Yue Liu Wenxuan Tu Sihang Zhou Xinwang Liu Linxuan Song Xihong Yang En Zhu 152 266 0 29 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering Yiqi Wang Chaozhuo Li Zheng Liu Mingzheng Li Shucheng Zhou Xing Xie Lei Chen Philip S. Yu 139 25 0 14 Dec 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 228 46 0 15 Oct 2021
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering Jin Chen Defu Lian Binbin Jin Xunpeng Huang Kai Zheng Enhong Chen BDL 204 28 0 13 Sep 2021
Localized Graph Collaborative FilteringSDM (SDM), 2021 Yiqi Wang Chaozhuo Li Mingzheng Li Wei Jin Yuming Liu Hao Sun Xing Xie Shucheng Zhou 134 12 0 10 Aug 2021
Barlow Twins: Self-Supervised Learning via Redundancy ReductionInternational Conference on Machine Learning (ICML), 2021 Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 976 2,689 0 04 Mar 2021
HDMI: High-order Deep Multiplex InfomaxThe Web Conference (WWW), 2021 Baoyu Jing Chanyoung Park Hanghang Tong 345 187 0 15 Feb 2021
SAIL: Self-Augmented Graph Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Lu Yu Shichao Pei Lizhong Ding Jun Zhou Longfei Li Chuxu Zhang Xiangliang Zhang SSL 261 43 0 02 Sep 2020
Disentangled Graph Collaborative Filtering Xiang Wang Hongye Jin An Zhang Xiangnan He Tong Xu Tat-Seng Chua 221 632 0 03 Jul 2020
Bootstrap your own latent: A new approach to self-supervised LearningNeural Information Processing Systems (NeurIPS), 2020 Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 1.0K 7,722 0 13 Jun 2020
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 Kaveh Hassani Amir Hosein Khas Ahmadi SSL 612 1,535 0 10 Jun 2020
Deep Graph Contrastive Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang SSL 255 956 0 07 Jun 2020
A Simple Framework for Contrastive Learning of Visual RepresentationsInternational Conference on Machine Learning (ICML), 2020 Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 1.0K 21,811 0 13 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 549 4,410 0 06 Feb 2020
Graph Representation Learning via Graphical Mutual Information MaximizationThe Web Conference (WWW), 2020 Zhen Peng Wenbing Huang Minnan Luo Q. Zheng Yu Rong Qifeng Bai Junzhou Huang SSL 321 645 0 04 Feb 2020
Learning Disentangled Representations for RecommendationNeural Information Processing Systems (NeurIPS), 2019 Jianxin Ma Chang Zhou Peng Cui Hongxia Yang Wenwu Zhu CML DRL 171 354 0 31 Oct 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 243 104 0 29 Sep 2019
Unbiased Recommender Learning from Missing-Not-At-Random Implicit FeedbackWeb Search and Data Mining (WSDM), 2019 Yuta Saito Suguru Yaginuma Yuta Nishino Hayato Sakata Kazuhide Nakata CML 277 287 0 09 Sep 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information MaximizationInternational Conference on Learning Representations (ICLR), 2019 Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 603 949 0 31 Jul 2019
Graph Neural Networks for Social Recommendation Wenqi Fan Yao Ma Qing Li Yuan He Yue Zhao Shucheng Zhou D. Yin 407 2,107 0 19 Feb 2019
Deep Graph InfomaxInternational Conference on Learning Representations (ICLR), 2018 Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 454 2,725 0 27 Sep 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 264 1,367 0 16 Feb 2018