---
title: "KDD 2023 — all accepted papers with summaries and citations"
description: "All 558 papers of KDD 2023 · page 1 of 6, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2023/papers/"
---
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# KDD 2023: all accepted papers

558 papers · page 1 of 6 · the most cited first · [← KDD 2023](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2023/)

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1. **[DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection ↗](https://doi.org/10.1145/3580305.3599295)**Yiyuan Yang, Chaoli Zhang, Tian Zhou et al.*355 citations*
2. **[CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X](https://md.research.elamur.ai/free/en/papers/zheng-2023-codegeex-pre-trained-model-code/)**Qinkai Zheng, Xiao Xia, Xu Zou et al.*310 citations · our summary*
3. **[TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting ↗](https://doi.org/10.1145/3580305.3599533)**Vijay Ekambaram, Arindam Jati, Nam H. Nguyen et al.*278 citations*
4. **[Adaptive Graph Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3580305.3599768)**Yangqin Jiang, Chao Huang, Lianghao Huang*189 citations*
5. **[All in One: Multi-Task Prompting for Graph Neural Networks ↗](https://doi.org/10.1145/3580305.3599256)**Xiangguo Sun, Hong Cheng, Jia Li et al.*173 citations*
6. **[Knowledge Graph Self-Supervised Rationalization for Recommendation ↗](https://doi.org/10.1145/3580305.3599400)**Yuhao Yang, Chao Huang, Lianghao Xia et al.*173 citations*
7. **[Text Is All You Need: Learning Language Representations for Sequential Recommendation ↗](https://doi.org/10.1145/3580305.3599519)**Jiacheng Li, Ming Wang, Li Jin et al.*169 citations*
8. **[Deep Weakly-supervised Anomaly Detection ↗](https://doi.org/10.1145/3580305.3599302)**Guansong Pang, Chunhua Shen, Huidong Jin et al.*138 citations*
9. **[Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models ↗](https://doi.org/10.1145/3580305.3599391)**Chunjing Xiao, Zehua Gou, Wenxin Tai et al.*110 citations*
10. **[What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders ↗](https://doi.org/10.1145/3580305.3599546)**Jintang Li, Ruofan Wu, Wangbin Sun et al.*108 citations*
11. **[Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics ↗](https://doi.org/10.1145/3580305.3599803)**Youssef Elmougy, Ling Liu*106 citations*
12. **[FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy ↗](https://doi.org/10.1145/3580305.3599345)**Jianqing Zhang, Hua Yang, Hao Wang et al.*105 citations*
13. **[PEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information ↗](https://doi.org/10.1145/3580305.3599884)**Jianxin Chang, Chenbin Zhang, Yiqun Hui et al.*104 citations*
14. **[Generative AI meets Responsible AI: Practical Challenges and Opportunities ↗](https://doi.org/10.1145/3580305.3599557)**Krishnaram Kenthapadi, Himabindu Lakkaraju, Nazneen Fatema Rajani*94 citations*
15. **[FedMultimodal: A Benchmark for Multimodal Federated Learning ↗](https://doi.org/10.1145/3580305.3599825)**Tiantian Feng, Digbalay Bose, Tuo Zhang et al.*86 citations*
16. **[TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter ↗](https://doi.org/10.1145/3580305.3599921)**Xinyang Zhang, Yury A. Malkov, Omar U. Florez et al.*76 citations*
17. **[Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques ↗](https://doi.org/10.1145/3580305.3599572)**Xin Luna Dong, Seungwhan Moon, Yifan Ethan Xu et al.*72 citations*
18. **[AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning ↗](https://doi.org/10.1145/3580305.3599404)**Yongqi Zhang, Zhanke Zhou, Quanming Yao et al.*70 citations*
19. **[Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph ↗](https://doi.org/10.1145/3580305.3599801)**Shiyuan Zhang, Tong Li, Shuodi Hui et al.*70 citations*
20. **[Robust Multimodal Failure Detection for Microservice Systems ↗](https://doi.org/10.1145/3580305.3599902)**Chenyu Zhao, Minghua Ma, Zhenyu Zhong et al.*69 citations*
21. **[TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou ↗](https://doi.org/10.1145/3580305.3599922)**Jianxin Chang, Chenbin Zhang, Zhiyi Fu et al.*68 citations*
22. **[ShapleyFL: Robust Federated Learning Based on Shapley Value ↗](https://doi.org/10.1145/3580305.3599500)**Qiheng Sun, Xiang Li, Jiayao Zhang et al.*67 citations*
23. **[WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window ↗](https://doi.org/10.1145/3580305.3599551)**Yifan Zhu, Fangpeng Cong, Dan Zhang et al.*67 citations*
24. **[Learning Behavior-oriented Knowledge Tracing ↗](https://doi.org/10.1145/3580305.3599407)**Bihan Xu, Zhenya Huang, Jiayu Liu et al.*62 citations*
25. **[Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities ↗](https://doi.org/10.1145/3580305.3599529)**Yilun Jin, Kai Chen, Qiang Yang*62 citations*
26. **[Practical Synthetic Human Trajectories Generation Based on Variational Point Processes ↗](https://doi.org/10.1145/3580305.3599888)**Qingyue Long, Huandong Wang, Tong Li et al.*55 citations*
27. **[An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series ↗](https://doi.org/10.1145/3580305.3599257)**Xu Wang, Hongbo Zhang, Pengkun Wang et al.*52 citations*
28. **[Dual-view Molecular Pre-training ↗](https://doi.org/10.1145/3580305.3599317)**Jinhua Zhu, Yingce Xia, Lijun Wu et al.*52 citations*
29. **[Spatio-temporal Diffusion Point Processes ↗](https://doi.org/10.1145/3580305.3599511)**Yuan Yuan, Jingtao Ding, Chenyang Shao et al.*51 citations*
30. **[FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity ↗](https://doi.org/10.1145/3580305.3599344)**Zhen Qin, Shuiguang Deng, Mingyu Zhao et al.*50 citations*
31. **[Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction ↗](https://doi.org/10.1145/3580305.3599463)**Binwu Wang, Yudong Zhang, Xu Wang et al.*48 citations*
32. **[Group-based Fraud Detection Network on e-Commerce Platforms ↗](https://doi.org/10.1145/3580305.3599836)**Jianke Yu, Hanchen Wang, Xiaoyang Wang et al.*47 citations*
33. **[Hierarchical Projection Enhanced Multi-behavior Recommendation ↗](https://doi.org/10.1145/3580305.3599838)**Chang Meng, Hengyu Zhang, Wei Guo et al.*46 citations*
34. **[FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs ↗](https://doi.org/10.1145/3580305.3599355)**Yang Liu, Xiang Ao, Fuli Feng et al.*45 citations*
35. **[WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences](https://md.research.elamur.ai/free/en/papers/liu-2023-webglm-efficient-web-enhanced/)**Xiao Liu, Hanyu Lai, Hao Yu et al.*45 citations · our summary*
36. **[Efficient Bi-Level Optimization for Recommendation Denoising ↗](https://doi.org/10.1145/3580305.3599324)**Zongwei Wang, Min Gao, Wentao Li et al.*44 citations*
37. **[Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering ↗](https://doi.org/10.1145/3580305.3599819)**Xinyue Hu, Lin Gu, Qiyuan An et al.*44 citations*
38. **[GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification ↗](https://doi.org/10.1145/3580305.3599374)**Wen-Zhi Li, Chang‐Dong Wang, Hui Yun Xiong et al.*44 citations*
39. **[Urban Region Representation Learning with OpenStreetMap Building Footprints ↗](https://doi.org/10.1145/3580305.3599538)**Yi Li, Weiming Huang, Gao Cong et al.*44 citations*
40. **[Warpformer: A Multi-scale Modeling Approach for Irregular Clinical Time Series ↗](https://doi.org/10.1145/3580305.3599543)**Jiawen Zhang, Shun Zheng, Wei Cao et al.*44 citations*
41. **[Learning Strong Graph Neural Networks with Weak Information ↗](https://doi.org/10.1145/3580305.3599410)**Yixin Liu, Kaize Ding, Jianling Wang et al.*43 citations*
42. **[Federated Few-shot Learning ↗](https://doi.org/10.1145/3580305.3599347)**Song Wang, Xingbo Fu, Kaize Ding et al.*42 citations*
43. **[MUSER: A MUlti-Step Evidence Retrieval Enhancement Framework for Fake News Detection ↗](https://doi.org/10.1145/3580305.3599873)**Hao Liao, Jiahao Peng, Zhanyi Huang et al.*42 citations*
44. **[A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification ↗](https://doi.org/10.1145/3580305.3599762)**Kevin Fauvel, Fuxing Chen, Dario Rossi*41 citations*
45. **[DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection ↗](https://doi.org/10.1145/3580305.3599298)**Jiaying Wu, Bryan Hooi*41 citations*
46. **[Kernel Ridge Regression-Based Graph Dataset Distillation ↗](https://doi.org/10.1145/3580305.3599398)**Zhe Xu, Yuzhong Chen, Menghai Pan et al.*41 citations*
47. **[CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning ↗](https://doi.org/10.1145/3580305.3599293)**Gang Yan, Hao Wang, Xu Yuan et al.*40 citations*
48. **[Adaptive Disentangled Transformer for Sequential Recommendation ↗](https://doi.org/10.1145/3580305.3599253)**Y. J. Zhang, Xin Wang, Hong Chen et al.*39 citations*
49. **[DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting ↗](https://doi.org/10.1145/3580305.3599315)**Lifan Zhao, Shuming Kong, Yanyan Shen*39 citations*
50. **[IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research ↗](https://doi.org/10.1145/3580305.3599843)**Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka et al.*39 citations*
51. **[Graph Contrastive Learning with Generative Adversarial Network ↗](https://doi.org/10.1145/3580305.3599370)**Cheng Wu, Chaokun Wang, Jingcao Xu et al.*38 citations*
52. **[One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms ↗](https://doi.org/10.1145/3580305.3599453)**Shaoyuan Huang, Zheng Wang, Heng Zhang et al.*38 citations*
53. **[HomoGCL: Rethinking Homophily in Graph Contrastive Learning ↗](https://doi.org/10.1145/3580305.3599380)**Wen-Zhi Li, Chang‐Dong Wang, Hui Yun Xiong et al.*37 citations*
54. **[Multi-factor Sequential Re-ranking with Perception-Aware Diversification ↗](https://doi.org/10.1145/3580305.3599869)**Yue Xu, Hao Chen, Zefan Wang et al.*37 citations*
55. **[Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling ↗](https://doi.org/10.1145/3580305.3599441)**Chaofan Fu, Guanjie Zheng, Chao Huang et al.*37 citations*
56. **[RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment ↗](https://doi.org/10.1145/3580305.3599894)**Chuyu Fang, Chuan Qin, Qi Zhang et al.*37 citations*
57. **[TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest ↗](https://doi.org/10.1145/3580305.3599918)**X.-G. Xia, Pong Eksombatchai, Nikil Pancha et al.*35 citations*
58. **[A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics ↗](https://doi.org/10.1145/3580305.3599766)**Kaiwen Xia, Li Lin, Shuai Wang et al.*34 citations*
59. **[Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning ↗](https://doi.org/10.1145/3580305.3599421)**Zhengyang Zhou, Qihe Huang, Kuo Yang et al.*34 citations*
60. **[Counterfactual Video Recommendation for Duration Debiasing ↗](https://doi.org/10.1145/3580305.3599797)**Shisong Tang, Qing Li, Dingmin Wang et al.*33 citations*
61. **[Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback ↗](https://doi.org/10.1145/3580305.3599934)**Lu Wang, Chaoyun Zhang, Ruomeng Ding et al.*33 citations*
62. **[Certified Edge Unlearning for Graph Neural Networks ↗](https://doi.org/10.1145/3580305.3599271)**Kun Wu, Jie Shen, Yue Ning et al.*32 citations*
63. **[Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN) ↗](https://doi.org/10.1145/3580305.3599814)**Yin Zhang, Ruoxi Wang, Derek Zhiyuan Cheng et al.*32 citations*
64. **[FS-REAL: Towards Real-World Cross-Device Federated Learning ↗](https://doi.org/10.1145/3580305.3599829)**Daoyuan Chen, Dawei Gao, Yuexiang Xie et al.*32 citations*
65. **[WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis ↗](https://doi.org/10.1145/3580305.3599549)**Jingyuan Wang, Chen Yang, Xiaohan Jiang et al.*32 citations*
66. **[A Collaborative Transfer Learning Framework for Cross-domain Recommendation ↗](https://doi.org/10.1145/3580305.3599758)**Wei Zhang, Pengye Zhang, Bo Zhang et al.*31 citations*
67. **[A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability ↗](https://doi.org/10.1145/3580305.3599244)**Yuxin Guo, Cheng Hong Yang, Yuluo Chen et al.*31 citations*
68. **[Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections ↗](https://doi.org/10.1145/3580305.3599839)**Sun Qian, Le Zhang, Huan Yu et al.*31 citations*
69. **[Sketch-Based Anomaly Detection in Streaming Graphs ↗](https://doi.org/10.1145/3580305.3599504)**Siddharth Bhatia, Mohit Wadhwa, Kenji Kawaguchi et al.*31 citations*
70. **[Automated 3D Pre-Training for Molecular Property Prediction ↗](https://doi.org/10.1145/3580305.3599252)**Xu Wang, Huan Zhao, Wei-Wei Tu et al.*30 citations*
71. **[DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph ↗](https://doi.org/10.1145/3580305.3599319)**Kaike Zhang, Qi Cao, Gaolin Fang et al.*30 citations*
72. **[Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks ↗](https://doi.org/10.1145/3580305.3599376)**Bowen Jin, Yu Zhang, Qi Zhu et al.*30 citations*
73. **[Incremental Causal Graph Learning for Online Root Cause Analysis ↗](https://doi.org/10.1145/3580305.3599392)**Dongjie Wang, Zhengzhang Chen, Yanjie Fu et al.*30 citations*
74. **[Interdependent Causal Networks for Root Cause Localization ↗](https://doi.org/10.1145/3580305.3599849)**Dongjie Wang, Zhengzhang Chen, Jingchao Ni et al.*30 citations*
75. **[Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model ↗](https://doi.org/10.1145/3580305.3599851)**Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng et al.*30 citations*
76. **[Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns ↗](https://doi.org/10.1145/3580305.3599853)**Shuodi Hui, Huandong Wang, Tong Li et al.*30 citations*
77. **[Localised Adaptive Spatial-Temporal Graph Neural Network ↗](https://doi.org/10.1145/3580305.3599418)**Wenying Duan, Xiaoxi He, Zimu Zhou et al.*30 citations*
78. **[MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction ↗](https://doi.org/10.1145/3580305.3599422)**Jianghao Lin, Yanru Qu, Wei Guo et al.*30 citations*
79. **[PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement ↗](https://doi.org/10.1145/3580305.3599473)**Wanqi Xue, Qingpeng Cai, Zhenghai Xue et al.*30 citations*
80. **[Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders ↗](https://doi.org/10.1145/3580305.3599444)**Dingsu Wang, Yuchen Yan, Ruizhong Qiu et al.*29 citations*
81. **[Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks ↗](https://doi.org/10.1145/3580305.3599898)**Zeyu Qin, Liuyi Yao, Daoyuan Chen et al.*29 citations*
82. **[Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies ↗](https://doi.org/10.1145/3580305.3599903)**Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.*29 citations*
83. **[Causal Discovery from Temporal Data ↗](https://doi.org/10.1145/3580305.3599552)**Chang Gong, Di Yao, Chuzhe Zhang et al.*28 citations*
84. **[Domain-Specific Risk Minimization for Domain Generalization ↗](https://doi.org/10.1145/3580305.3599313)**Yifan Zhang, Jindong Wang, Jian Liang et al.*28 citations*
85. **[Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning ↗](https://doi.org/10.1145/3580305.3599360)**Xin Qin, Jindong Wang, Shuo Ma et al.*28 citations*
86. **[Meta Graph Learning for Long-tail Recommendation ↗](https://doi.org/10.1145/3580305.3599428)**Chunyu Wei, Jian Liang, Di Liu et al.*28 citations*
87. **[Multi-Grained Multimodal Interaction Network for Entity Linking ↗](https://doi.org/10.1145/3580305.3599439)**Pengfei Luo, Tong Xu, Shiwei Wu et al.*28 citations*
88. **[Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping ↗](https://doi.org/10.1145/3580305.3599524)**Xiaoxiao Ma, Jia Xin Wu, Jian Yu Yang et al.*28 citations*
89. **[FedDefender: Client-Side Attack-Tolerant Federated Learning ↗](https://doi.org/10.1145/3580305.3599346)**Sungwon Park, Sungwon Han, Fangzhao Wu et al.*27 citations*
90. **[Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning ↗](https://doi.org/10.1145/3580305.3599831)**Shuo Yu, Hongyan Xue, Xiang Ao et al.*27 citations*
91. **[Graph Neural Processes for Spatio-Temporal Extrapolation ↗](https://doi.org/10.1145/3580305.3599372)**Junfeng Hu, Yuxuan Liang, Zhencheng Fan et al.*27 citations*
92. **[Rumor Detection with Diverse Counterfactual Evidence ↗](https://doi.org/10.1145/3580305.3599494)**Kaiwei Zhang, Junchi Yu, Haichao Shi et al.*27 citations*
93. **[TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer ↗](https://doi.org/10.1145/3580305.3599530)**Qiang Wu, Mingyuan Li, Jun Shen et al.*27 citations*
94. **[Community-based Dynamic Graph Learning for Popularity Prediction ↗](https://doi.org/10.1145/3580305.3599281)**Shuo Ji, Xiaodong Lü, Mingzhe Liu et al.*26 citations*
95. **[PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks ↗](https://doi.org/10.1145/3580305.3599465)**Da Sun Handason Tam, Yang Liu, Huanle Xu et al.*26 citations*
96. **[Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity ↗](https://doi.org/10.1145/3580305.3599521)**Yangyang Wang, Xiao Zhang, Mingyi Li et al.*26 citations*
97. **[Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi ↗](https://doi.org/10.1145/3580305.3599925)**Hao Liu, Wenzhao Jiang, Shui Liu et al.*26 citations*
98. **[un-xPass: Measuring Soccer Player's Creativity ↗](https://doi.org/10.1145/3580305.3599924)**Pieter Robberechts, Maaike Van Roy, Jesse J. Davis*26 citations*
99. **[AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations ↗](https://doi.org/10.1145/3580305.3599769)**Danwei Li, Zhengyu Zhang, Siyang Yuan et al.*25 citations*
100. **[Controllable Multi-Objective Re-ranking with Policy Hypernetworks ↗](https://doi.org/10.1145/3580305.3599796)**Sirui Chen, Yuan Wang, Zijing Wen et al.*25 citations*

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