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WWW 2023: all accepted papers

698 papers · page 1 of 7 · the most cited first · ← WWW 2023

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  1. Bootstrap Latent Representations for Multi-modal Recommendation ↗Xin Zhou, Hongyu Zhou, Yong Liu et al.298 citations
  2. Multi-Modal Self-Supervised Learning for Recommendation ↗Wei Wei, Chao Huang, Lianghao Xia et al.226 citations
  3. Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate SpeechFan Huang, Haewoon Kwak, Jisun An224 citations · our summary
  4. GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks ↗Zemin Liu, Xingtong Yu, Yuan Fang et al.195 citations
  5. Debiased Contrastive Learning for Sequential Recommendation ↗Yuhao Yang, Chao Huang, Lianghao Xia et al.174 citations
  6. Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders ↗Yupeng Hou, Zhankui He, Julian McAuley et al.163 citations
  7. Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum ↗Yuan Gao, Xiang Wang, Xiangnan He et al.154 citations
  8. TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification ↗Haozhen Zhang, Le Yu, Xi Xiao et al.153 citations
  9. Automated Self-Supervised Learning for Recommendation ↗Lianghao Xia, Chao Huang, Chunzhen Huang et al.127 citations
  10. GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner ↗Zhenyu Hou, Yufei He, Yukuo Cen et al.122 citations
  11. Multi-Behavior Recommendation with Cascading Graph Convolution Networks ↗Zhiyong Cheng, Sai Han, Fan Liu et al.112 citations
  12. Cross-domain recommendation via user interest alignment ↗Chuang Zhao, Hongke Zhao, Ming Xuan He et al.110 citations
  13. Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer ↗Yu Yin, Le Dai, Zhenya Huang et al.108 citations
  14. IMF: Interactive Multimodal Fusion Model for Link Prediction ↗Xinhang Li, Xiangyu Zhao, Jiaxing Xu et al.103 citations
  15. Web 3.0: The Future of Internet ↗Wensheng Gan, Zhenqiang Ye, Shicheng Wan et al.96 citations
  16. MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning ↗Nianzu Yang, Kaipeng Zeng, Qitian Wu et al.94 citations
  17. BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection ↗Sihao Hu, Zhen Zhang, Bingqiao Luo et al.88 citations
  18. Robust Preference-Guided Denoising for Graph based Social Recommendation ↗Yuhan Quan, Jingtao Ding, Chen Gao et al.87 citations
  19. Contrastive Collaborative Filtering for Cold-Start Item Recommendation ↗Zhihui Zhou, Lilin Zhang, Ning Yang86 citations
  20. HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer ↗Qiheng Mao, Zemin Liu, Chenghao Liu et al.85 citations
  21. Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning ↗Mengqi Zhang, Yuwei Xia, Qiang Liu et al.84 citations
  22. Filtered-DiskANN: Graph Algorithms for Approximate Nearest Neighbor Search with Filters ↗Siddharth Gollapudi, Neel Karia, Varun Sivashankar et al.79 citations
  23. Unnoticeable Backdoor Attacks on Graph Neural Networks ↗Enyan Dai, Minhua Lin, X. D. Zhang et al.75 citations
  24. A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness and Privacy ↗Yifei Zhang, Dun Zeng, Jinglong Luo et al.74 citations
  25. Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode ↗Peng Qian, Zhenguang Liu, Yifang Yin et al.74 citations
  26. Enhancing Deep Knowledge Tracing with Auxiliary Tasks ↗Zitao Liu, Qiongqiong Liu, Jiahao Chen et al.74 citations
  27. Collaboration-Aware Graph Convolutional Network for Recommender Systems ↗Yu Wang, Yuying Zhao, Yi Wei Zhang et al.73 citations
  28. pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning ↗Tao Guo, Song Guo, Junxiao Wang73 citations
  29. Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning ↗Xiangrong Zhu, Guangyao Li, Wei Ping Hu71 citations
  30. Interaction-level Membership Inference Attack Against Federated Recommender Systems ↗Wei Yuan, Chaoqun Yang, Quoc Viet Hung Nguyen et al.71 citations
  31. Automated Spatio-Temporal Graph Contrastive Learning ↗Qianru Zhang, Chao Huang, Lianghao Xia et al.64 citations
  32. FlexiFed: Personalized Federated Learning for Edge Clients with Heterogeneous Model Architectures ↗Kaibin Wang, Qiang He, Feifei Chen et al.62 citations
  33. AutoMLP: Automated MLP for Sequential Recommendations ↗Muyang Li, Zijian Zhang, Xiangyu Zhao et al.60 citations
  34. On How Zero-Knowledge Proof Blockchain Mixers Improve, and Worsen User Privacy ↗Zhipeng Wang, Stefanos Chaliasos, Kaihua Qin et al.59 citations
  35. MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations ↗Jiahao Liang, Xiangyu Zhao, Muyang Li et al.58 citations
  36. Graph-less Collaborative Filtering ↗Lianghao Xia, Chao Huang, Jiao Shi et al.57 citations
  37. Joint Internal Multi-Interest Exploration and External Domain Alignment for Cross Domain Sequential Recommendation ↗Weiming Liu, Xiaolin Zheng, Chaochao Chen et al.57 citations
  38. GIF: A General Graph Unlearning Strategy via Influence Function ↗Jiancan Wu, Yi Yang, Yuchun Qian et al.55 citations
  39. KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion ↗Zhaoxuan Tan, Zilong Chen, Shangbin Feng et al.54 citations
  40. Unsupervised Anomaly Detection on Microservice Traces through Graph VAE ↗Zhe Xie, Haowen Xu, Wenxiao Chen et al.54 citations
  41. FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification ↗Mingyue Cheng, Qi Liu, Zhiding Liu et al.53 citations
  42. SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization ↗Dongcheng Zou, Hao Peng, Xiang Huang et al.53 citations
  43. A Prompt Log Analysis of Text-to-Image Generation Systems ↗Yutong Xie, Zhaoying Pan, Jinge Ma et al.52 citations
  44. Denoising and Prompt-Tuning for Multi-Behavior Recommendation ↗Chi Zhang, Rui Chen, Xiangyu Zhao et al.52 citations
  45. ConsRec: Learning Consensus Behind Interactions for Group Recommendation ↗Xixi Wu, Yun Xiong, Yao Zhang et al.51 citations
  46. Do Language Models Plagiarize? ↗Jooyoung Lee, Thai Le, Jinghui Chen et al.51 citations
  47. Invariant Collaborative Filtering to Popularity Distribution Shift ↗An Zhang, Jingnan Zheng, Xiang Wang et al.51 citations
  48. AutoDenoise: Automatic Data Instance Denoising for Recommendations ↗Weilin Lin, Xiangyu Zhao, Yejing Wang et al.50 citations
  49. Label Information Enhanced Fraud Detection against Low Homophily in Graphs ↗Yuchen Wang, Jinghui Zhang, Zhengjie Huang et al.50 citations
  50. Improving Recommendation Fairness via Data Augmentation ↗Lei Chen, Le Wu, Kun Zhang et al.49 citations
  51. Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation ↗Bing He, Mustaque Ahamad, Srijan Kumar49 citations
  52. Semi-decentralized Federated Ego Graph Learning for Recommendation ↗Liang Qu, Ningzhi Tang, Ruiqi Zheng et al.49 citations
  53. Enhancing Hierarchy-Aware Graph Networks with Deep Dual Clustering for Session-based Recommendation ↗Jiajie Su, Chaochao Chen, Weiming Liu et al.47 citations
  54. HyConvE: A Novel Embedding Model for Knowledge Hypergraph Link Prediction with Convolutional Neural Networks ↗Chenxu Wang, Xin Wang, Zhao Li et al.45 citations
  55. Multi-Task Recommendations with Reinforcement Learning ↗Ziru Liu, Jiejie Tian, Qingpeng Cai et al.45 citations
  56. Two-Stage Constrained Actor-Critic for Short Video Recommendation ↗Qingpeng Cai, Zhenghai Xue, Chi Zhang et al.45 citations
  57. Fairly Adaptive Negative Sampling for Recommendations ↗Xiao Chen, Wenqi Fan, Jingfan Chen et al.44 citations
  58. Reinforcing User Retention in a Billion Scale Short Video Recommender System ↗Qingpeng Cai, Shuchang Liu, Xueliang Wang et al.44 citations
  59. What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis ↗Xiang Deng, Vasilisa Bashlovkina, Feng Han et al.44 citations
  60. LLMs to the Moon? Reddit Market Sentiment Analysis with Large Language Models ↗Xiang Deng, Vasilisa Bashlovkina, Feng Han et al.43 citations
  61. P-MMF: Provider Max-min Fairness Re-ranking in Recommender System ↗Chen Xu, Sirui Chen, Jun Xu et al.43 citations
  62. Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation ↗Di Jin, Luzhi Wang, Yizhen Zheng et al.42 citations
  63. Unsupervised Entity Alignment for Temporal Knowledge Graphs ↗Xiaoze Liu, Junyang Wu, Tianyi Li et al.42 citations
  64. DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization ↗Zheqi Lv, Wenqiao Zhang, Shengyu Zhang et al.41 citations
  65. Personalized Graph Signal Processing for Collaborative Filtering ↗Jiahao Liu, Dongsheng Li, Hansu Gu et al.41 citations
  66. Attacking Fake News Detectors via Manipulating News Social Engagement ↗Haoran Wang, Yingtong Dou, Canyu Chen et al.40 citations
  67. Exploration and Regularization of the Latent Action Space in Recommendation ↗Shuchang Liu, Qingpeng Cai, Bowen Sun et al.40 citations
  68. On the Theories Behind Hard Negative Sampling for Recommendation ↗Wentao Shi, Jiawei Chen, Fuli Feng et al.40 citations
  69. Robust Mid-Pass Filtering Graph Convolutional Networks ↗Jincheng Huang, Lun Du, Xu Chen et al.40 citations
  70. Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction ↗Davide Costa, Lucio La Cava, Andrea Tagarelli40 citations
  71. Automated Content Moderation Increases Adherence to Community Guidelines ↗Manoel Horta Ribeiro, Justin S. Cheng, Robert West39 citations
  72. Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations ↗Haoxuan Li, Yanghao Xiao, Chunyuan Zheng et al.39 citations
  73. PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction ↗Shichang Zhang, Jiani Zhang, Xiang Song et al.39 citations
  74. The Human-Centric Metaverse: A Survey ↗Riyan Yang, Lin Li, Wensheng Gan et al.39 citations
  75. Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment ↗Qian Li, Shu Guo, Yangyifei Luo et al.38 citations
  76. Homophily-oriented Heterogeneous Graph Rewiring ↗Jiayan Guo, Lun Du, Wendong Bi et al.38 citations
  77. Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction ↗Yu Liu, Xin Zhang, Jingtao Ding et al.38 citations
  78. Dynamically Expandable Graph Convolution for Streaming Recommendation ↗Bowei He, Xu Dong He, Yingxue Zhang et al.37 citations
  79. Know Your Transactions: Real-time and Generic Transaction Semantic Representation on Blockchain & Web3 Ecosystem ↗Zhiying Wu, Jieli Liu, Jiajing Wu et al.37 citations
  80. Federated Learning for Metaverse: A Survey ↗Yao Chen, Shan Huang, Wensheng Gan et al.36 citations
  81. Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network ↗Zhilun Zhou, Yu Liu, Jingtao Ding et al.36 citations
  82. Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs ↗Junnan Dong, Qinggang Zhang, Xiao Xia Huang et al.36 citations
  83. ApeGNN: Node-Wise Adaptive Aggregation in GNNs for Recommendation ↗Dan Zhang, Yifan Zhu, Yuxiao Dong et al.35 citations
  84. FedEdge: Accelerating Edge-Assisted Federated Learning ↗Kaibin Wang, Qiang He, Feifei Chen et al.35 citations
  85. Compressed Interaction Graph based Framework for Multi-behavior Recommendation ↗Wei Guo, Chang Meng, Enming Yuan et al.34 citations
  86. PARROT: Position-Aware Regularized Optimal Transport for Network Alignment ↗Zhichen Zeng, Si Zhang, Yinglong Xia et al.34 citations
  87. SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking ↗Xiang Li, Tiandi Ye, Caihua Shan et al.34 citations
  88. AppSniffer: Towards Robust Mobile App Fingerprinting Against VPN ↗Sanghak Oh, Minwook Lee, Hyunwoo Lee et al.33 citations
  89. FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search ↗Patrick H. Chen, Wei-Cheng Chang, Jyun‐Yu Jiang et al.33 citations
  90. Identifying Creative Harmful Memes via Prompt based Approach ↗Junhui Ji, Wei Ren, Usman Naseem33 citations
  91. Transferring Audio Deepfake Detection Capability across Languages ↗Zhongjie Ba, Qing Wen, Peng Cheng et al.32 citations
  92. Will Admins Cope? Decentralized Moderation in the Fediverse ↗Ishaku Hassan Anaobi, Aravindh Raman, Ignacio Castro et al.32 citations
  93. Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning ↗Haoran Yang, Hongxu Chen, Sixiao Zhang et al.31 citations
  94. Optimizing Feature Set for Click-Through Rate Prediction ↗Fuyuan Lyu, Xing Jia Tang, Dugang Liu et al.31 citations
  95. Adap-τ : Adaptively Modulating Embedding Magnitude for Recommendation ↗Jiawei Chen, Junkang Wu, Jiancan Wu et al.30 citations
  96. HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction ↗Qijie Bai, Changli Nie, Haiwei Zhang et al.30 citations
  97. How Algorithm Awareness Impacts Algospeak Use on TikTok ↗Daniel Klug, Ella Steen, Kathryn Yurechko30 citations
  98. Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models ↗Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández et al.30 citations
  99. User Retention-oriented Recommendation with Decision Transformer ↗Kesen Zhao, Lixin Zou, Xiangyu Zhao et al.30 citations
  100. Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News Sites ↗Emmanouil Papadogiannakis, Panagiotis Papadopoulos, Evangelos P. Markatos et al.30 citations

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