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KDD 2023: all accepted papers

558 papers · page 4 of 6 · the most cited first · ← KDD 2023

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  1. FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models for Federated Survival Analysis ↗Md Mahmudur Rahman, Sanjay Purushotham9 citations
  2. Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes ↗Song Wei, Yao Xie, Christopher S. Josef et al.9 citations
  3. Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks ↗Gaotang Li, Marlena Duda, Xiang Zhang et al.9 citations
  4. LATTE: A Framework for Learning Item-Features to Make a Domain-Expert for Effective Conversational Recommendation ↗Tae-Ho Kim, Jinbao Yu, Won-Yong Shin et al.9 citations
  5. Learning Slow and Fast System Dynamics via Automatic Separation of Time Scales ↗Ruikun Li, Huandong Wang, Yong Li9 citations
  6. Learning-Based Ad Auction Design with Externalities: The Framework and A Matching-Based Approach ↗Ningyuan Li, Yunxuan Ma, Yang Zhao et al.9 citations
  7. Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining ↗Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar et al.9 citations
  8. LibAUC: A Deep Learning Library for X-Risk Optimization ↗Zhuoning Yuan, Dixian Zhu, Zi-Hao Qiu et al.9 citations
  9. Modeling Dual Period-Varying Preferences for Takeaway Recommendation ↗Yuting Zhang, Yiqing Wu, Ran Le et al.9 citations
  10. Multi-Temporal Relationship Inference in Urban Areas ↗Shuangli Li, Jingbo Zhou, Ji Liu et al.9 citations
  11. Off-Policy Evaluation of Ranking Policies under Diverse User Behavior ↗Haruka Kiyohara, Masatoshi Uehara, Yusuke Narita et al.9 citations
  12. On Structural Expressive Power of Graph Transformers ↗Wenhao Zhu, Tianyu Wen, Guojie Song et al.9 citations
  13. On-device Integrated Re-ranking with Heterogeneous Behavior Modeling ↗Yunjia Xi, Weiwen Liu, Yang Wang et al.9 citations
  14. Online Fairness Auditing through Iterative Refinement ↗Pranav Maneriker, Codi Burley, Srinivasan Parthasarathy9 citations
  15. Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations ↗Haoyu Geng, Chao Chen, Yixuan He et al.9 citations
  16. Reducing Exposure to Harmful Content via Graph Rewiring ↗Corinna Coupette, Stefan Neumann, Aristides Gionis9 citations
  17. Task-Equivariant Graph Few-shot Learning ↗Sungwon Kim, Junseok Lee, Namkyeong Lee et al.9 citations
  18. Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning ↗Daeun Lee, Sejung Son, Hyolim Jeon et al.9 citations
  19. Unbiased Locally Private Estimator for Polynomials of Laplacian Variables ↗Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya9 citations
  20. Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes ↗Alex Deng, Michelle Du, Anna Matlin et al.9 citations
  21. Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers ↗Yu Zhang, Bowen Jin, Xiusi Chen et al.9 citations
  22. A Study of Situational Reasoning for Traffic Understanding ↗Jiarui Zhang, Filip Ilievski, Kaixin Ma et al.8 citations
  23. Accelerating Personalized PageRank Vector Computation ↗Zhen Chen, Xingzhi Guo, Baojian Zhou et al.8 citations
  24. An Empirical Study of Selection Bias in Pinterest Ads Retrieval ↗Yuan Wang, Peifeng Yin, Zhiqiang Tao et al.8 citations
  25. Automatic Music Playlist Generation via Simulation-based Reinforcement Learning ↗Federico Tomasi, Joseph Cauteruccio, Surya Kanoria et al.8 citations
  26. Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint ↗Wei Liu, Jun Wang, Haozhao Wang et al.8 citations
  27. Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations ↗Tingchen Fu, Xueliang Zhao, Rui Yan8 citations
  28. Discovering Dynamic Causal Space for DAG Structure Learning ↗Fangfu Liu, Wenchang Ma, An Zhang et al.8 citations
  29. DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication ↗Igor Nunes, Mike Heddes, Pere Vergés et al.8 citations
  30. ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation ↗Siyi Gu, Yifei Zhang, Yuyang Gao et al.8 citations
  31. Fire: An Optimization Approach for Fast Interpretable Rule Extraction ↗Brian Liu, Rahul Mazumder8 citations
  32. Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents ↗Yash Kumar Atri, Vikram Goyal, Tanmoy Chakraborty8 citations
  33. Grace: Graph Self-Distillation and Completion to Mitigate Degree-Related Biases ↗Hui Xu, Liyao Xiang, Femke Huang et al.8 citations
  34. HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline ↗Yang Li, Xinyan Chen, Wenxuan Guo et al.8 citations
  35. Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting ↗Linxiao Yang, Rui Ren, Xinyue Gu et al.8 citations
  36. Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance ↗Yuchen Fang, Zhenggang Tang, Kan Ren et al.8 citations
  37. Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers ↗Adam Breuer, Nazanin Khosravani Tehrani, Michael Tingley et al.8 citations
  38. Reconsidering Learning Objectives in Unbiased Recommendation: A Distribution Shift Perspective ↗Teng Xiao, Zhengyu Chen, Suhang Wang8 citations
  39. Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term ↗Yun Yue, Jiadi Jiang, Zhiling Ye et al.8 citations
  40. Treatment Effect Estimation with Adjustment Feature Selection ↗Haotian Wang, Kun Kuang, Haoang Chi et al.8 citations
  41. VQNE: Variational Quantum Network Embedding with Application to Network Alignment ↗Xinyu Ye, Ge Yan, Junchi Yan8 citations
  42. AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases ↗Giridhar Ganapavarapu, Sumanta Mukherjee, Natalia Martinez Gil et al.7 citations
  43. C-AOI: Contour-based Instance Segmentation for High-Quality Areas-of-Interest in Online Food Delivery Platform ↗Yida Zhu, L.-H. Chen, Daping Xiong et al.7 citations
  44. CARL-G: Clustering-Accelerated Representation Learning on Graphs ↗William Shiao, Uday Singh Saini, Yozen Liu et al.7 citations
  45. Causal Inference via Style Transfer for Out-of-distribution Generalisation ↗Toan Quang Nguyen, Kien Do, Duc Thanh Nguyen et al.7 citations
  46. Deep Pipeline Embeddings for AutoML ↗Sebastian Pineda Arango, Josif Grabocka7 citations
  47. Dense Representation Learning and Retrieval for Tabular Data Prediction ↗Lei Zheng, Ning Li, Xianyu Chen et al.7 citations
  48. Efficient Approximation Algorithms for Spanning Centrality ↗Shiqi Zhang, Renchi Yang, Jing Tang et al.7 citations
  49. Enhancing Graph Representations Learning with Decorrelated Propagation ↗Hua Liu, Haoyu Han, Wei Jin et al.7 citations
  50. Generative Causal Interpretation Model for Spatio-Temporal Representation Learning ↗Yu Zhao, Deng Pan, Junting Liu et al.7 citations
  51. Graph Learning in Physical-informed Mesh-reduced Space for Real-world Dynamic Systems ↗Yeping Hu, Bo Lei, Victor M. Castillo7 citations
  52. Hyperbolic Graph Topic Modeling Network with Continuously Updated Topic Tree ↗Delvin Ce Zhang, Rex Ying, Hady Wirawan Lauw7 citations
  53. IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems ↗Jiadong Chen, Yang Luo, Xiuqi Huang et al.7 citations
  54. Improving Search Clarification with Structured Information Extracted from Search Results ↗Ziliang Zhao, Zhicheng Dou, Yu Guo et al.7 citations
  55. JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving ↗Wayne Xin Zhao, Kun Zhou, Beichen Zhang et al.7 citations
  56. Online Quality Prediction in Windshield Manufacturing using Data-Efficient Machine Learning ↗Hasan Tercan, Tobias Meisen7 citations
  57. Privacy Matters: Vertical Federated Linear Contextual Bandits for Privacy Protected Recommendation ↗Zeyu Cao, Zhipeng Liang, Bingzhe Wu et al.7 citations
  58. QTNet: Theory-based Queue Length Prediction for Urban Traffic ↗Ryu Shirakami, Toshiya Kitahara, Koh Takeuchi et al.7 citations
  59. QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search ↗Jian Xie, Yidan Liang, Jingping Liu et al.7 citations
  60. Removing Camouflage and Revealing Collusion: Leveraging Gang-crime Pattern in Fraudster Detection ↗Lewen Wang, Haozhe Zhao, Cunguang Feng et al.7 citations
  61. Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning ↗Haozhe Wang, Chao Du, Panyan Fang et al.6 citations
  62. Augmenting Rule-based DNS Censorship Detection at Scale with Machine Learning ↗Jacob Brown, Xi Jiang, Van Tran et al.6 citations
  63. Deep Encoders with Auxiliary Parameters for Extreme Classification ↗Kunal Dahiya, Sachin Yadav, Sushant Sondhi et al.6 citations
  64. Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering ↗Yan Wen, Chen Gao, Lingling Yi et al.6 citations
  65. Fresh Content Needs More Attention: Multi-funnel Fresh Content Recommendation ↗Jianling Wang, Haokai Lu, Sai Zhang et al.6 citations
  66. Graph and Geometry Generative Modeling for Drug Discovery ↗Minkai Xu, Meng Liu, Wengong Jin et al.6 citations
  67. Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs ↗Yuankai Luo, Lei Shi, Mufan Xu et al.6 citations
  68. LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias ↗Mario Almagro, Emilio Almazán, Diego Ortego et al.6 citations
  69. Learning Joint Relational Co-evolution in Spatial-Temporal Knowledge Graph for SMEs Supply Chain Prediction ↗Youru Li, Zhenfeng Zhu, Xiaobo Guo et al.6 citations
  70. Learning Multivariate Hawkes Process via Graph Recurrent Neural Network ↗Kanghoon Yoon, Youngjun Im, J.J. Choi et al.6 citations
  71. MGNN: Graph Neural Networks Inspired by Distance Geometry Problem ↗Guanyu Cui, Zhewei Wei6 citations
  72. MedLink: De-Identified Patient Health Record Linkage ↗Zhenbang Wu, Cao Xiao, Jimeng Sun6 citations
  73. MimoSketch: A Framework to Mine Item Frequency on Multiple Nodes with Sketches ↗Yuchen Xu, Wenfei Wu, Bohan Zhao et al.6 citations
  74. Multi Datasource LTV User Representation (MDLUR) ↗Junwoo Yun, Wonryeol Kwak, Joohyun Kim6 citations
  75. Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting ↗Ferdian Jovan, Catherine Morgan, Ryan McConville et al.6 citations
  76. PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation ↗Xuewu Jiao, Weibin Li, Xinxuan Wu et al.6 citations
  77. Parameter-free Spikelet: Discovering Different Length and Warped Time Series Motifs using an Adaptive Time Series Representation ↗Makoto Imamura, Takaaki Nakamura6 citations
  78. Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations ↗Yingtao Luo, Qiang Liu, Yuntian Chen et al.6 citations
  79. Querywise Fair Learning to Rank through Multi-Objective Optimization ↗Debabrata Mahapatra, Chaosheng Dong, Michinari Momma6 citations
  80. Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations ↗Tianxiang Zhao, Wenchao Yu, Suhang Wang et al.6 citations
  81. Taming the Domain Shift in Multi-source Learning for Energy Disaggregation ↗Xiaomin Chang, Wei Li, Yunchuan Shi et al.6 citations
  82. Training Large-scale Foundation Models on Emerging AI Chips ↗Aashiq Muhamed, Christian Bock, Rahul Solanki et al.6 citations
  83. XAI for Predictive Maintenance ↗João Manuel Portela da Gama, Sławomir Nowaczyk, Sepideh Pashami et al.6 citations
  84. A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection ↗Jing Ma, Chen Chen, Anil Kumar S. Vullikanti et al.5 citations
  85. Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time ↗Y.-M. Chen, Alan Kuhnle5 citations
  86. B 2 -Sampling: Fusing Balanced and Biased Sampling for Graph Contrastive Learning ↗Mengyue Liu, Yun Lin, Jun Liu et al.5 citations
  87. Communication Efficient Distributed Newton Method with Fast Convergence Rates ↗Chengchang Liu, Lesi Chen, Luo Luo et al.5 citations
  88. Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets ↗Fangkai Yang, Jue Zhang, Lu Wang et al.5 citations
  89. Contrastive Learning of Stress-specific Word Embedding for Social Media based Stress Detection ↗Xin Wang, Huijun Zhang, Lei Cao et al.5 citations
  90. Deep Bayesian Active Learning for Accelerating Stochastic Simulation ↗Dongxia Wu, Ruijia Niu, Matteo Chinazzi et al.5 citations
  91. Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring ↗Runzhe Wan, Yu Liu, James McQueen et al.5 citations
  92. Exploiting Intent Evolution in E-commercial Query Recommendation ↗Yu Wang, Zhengyang Wang, Hengrui Zhang et al.5 citations
  93. Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning ↗Gayeong Kim, Sookyung Kim, Ko Keun Kim et al.5 citations
  94. Extreme Multi-Label Classification for Ad Targeting using Factorization Machines ↗Martin Pavlovski, Srinath Ravindran, Djordje Gligorijevic et al.5 citations
  95. FedSkill: Privacy Preserved Interpretable Skill Learning via Imitation ↗Yushan Jiang, Wenchao Yu, Dongjin Song et al.5 citations
  96. Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution ↗Tsuyoshi Idé, Naoki Abe5 citations
  97. Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware ↗Peiran Dong, Song Guo, Junxiao Wang5 citations
  98. MIDLG: Mutual Information based Dual Level GNN for Transaction Fraud Complaint Verification ↗Wen Xi Zheng, Bingbing Xu, Emiao Lu et al.5 citations
  99. Minimizing Hitting Time between Disparate Groups with Shortcut Edges ↗Florian Adriaens, Honglian Wang, Aristides Gionis5 citations
  100. Narrow the Input Mismatch in Deep Graph Neural Network Distillation ↗Qiqi Zhou, Yanyan Shen, Lei Chen5 citations

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