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CIKM 2024: all accepted papers

697 papers · page 5 of 7 · the most cited first · ← CIKM 2024

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  1. Dynamic Graph-based Deep Reinforcement Learning with Long and Short-term Relation Modeling for Portfolio Optimization ↗Haoyu Sun, Yuxuan Bian, Li Han et al.2 citations
  2. EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration ↗Neda Afreen, Giacomo Balloccu, Ludovico Boratto et al.2 citations
  3. EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs ↗Rupesh Sapkota, Dominik Köhler, Stefan Heindorf2 citations
  4. ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation ↗Jizheng Chen, Kounianhua Du, Jianghao Lin et al.2 citations
  5. ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction ↗Yanlin Zhang, Ning Li, Quan Gan et al.2 citations
  6. EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation ↗Lei Huang, W. J. Li, Chenrui Zhang et al.2 citations
  7. Effective Clean-Label Backdoor Attacks on Graph Neural Networks ↗Xuanhao Fan, Enyan Dai2 citations
  8. Effectively Capturing Label Correlation for Tabular Multi-Label Classification ↗Sajjad Kamali Siahroudi, Zahra Ahmadi, Daniel Kudenko⋆2 citations
  9. End-to-End Aspect Based Sentiment Analysis Using Graph Attention Network ↗Abir Chakraborty2 citations
  10. Enhanced Privacy Bound for Shuffle Model with Personalized Privacy ↗Yixuan Liu, Yuhan Liu, Li Xiong et al.2 citations
  11. Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy ↗Wenzhou Dou, Derong Shen, Xiangmin Zhou et al.2 citations
  12. Ericsogate: Advancing Analytics and Management of Data from Diverse Sources within Ericsson Using Knowledge Graphs ↗Abdelghny Orogat, Sri Lakshmi Vadlamani, Dimple Thomas et al.2 citations
  13. Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge ↗Joshua Shay Kricheli, Khoa Vo, Aniruddha Datta et al.2 citations
  14. ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification ↗Umair Qudus, Michael Röder, Daniel Vollmers et al.2 citations
  15. Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors ↗Qizhi Pei, Lijun Wu, Zhenyu He et al.2 citations
  16. Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective ↗Dandan Ni, Sheng Zhang, Cong Deng et al.2 citations
  17. Facets of Disparate Impact: Evaluating Legally Consistent Bias in Machine Learning ↗Jarren Briscoe, Assefaw Hadish Gebremedhin2 citations
  18. FactCheckBureau: Build Your Own Fact-Check Analysis Pipeline ↗Oana Balalau, Pablo Bertaud-Velten, Younes El-Fraihi et al.2 citations
  19. FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings ↗Zhen Wang, Da Li, Yulin Su et al.2 citations
  20. FastSimiFeat: A Fast and Generalized Approach Utilizing k -NN for Noisy Data Handling ↗Jungi Lee, Hwiwoo Park, Myounghwan Kim et al.2 citations
  21. Finding MIDDLE Ground: Scalable and Secure Distributed Learning ↗Marco Bornstein, Nawaf Nazir, Ján Drgoňa et al.2 citations
  22. GaQR: An Efficient Generation-augmented Question Rewriter ↗Oliver Young, Yixing Fan, Ruqing Zhang et al.2 citations
  23. Harnessing Empathy and Ethics for Relevance Detection and Information Categorization in Climate and COVID-19 Tweets ↗Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella2 citations
  24. Honest-Majority Maliciously Secure Skyline Queries on Outsourced Data ↗Yu Chen, Lin Liu, Rongmao Chen et al.2 citations
  25. Human-in-the-Loop Feature Discovery for Tabular Data ↗Andra Ionescu, Zeger Mouw, Efthimia Aivaloglou et al.2 citations
  26. Improved Estimation of Ranks for Learning Item Recommenders with Negative Sampling ↗Anushya Subbiah, Steffen Rendle, Vikram Aggarwal2 citations
  27. Improving Prompt-based News Recommendation with Individual Template and Customized Answer ↗Yijiang Li, Jun Wu2 citations
  28. Infinity Math: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning ↗Bo-Wen Zhang, Yan Yan, Lin Li et al.2 citations
  29. Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness ↗David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li et al.2 citations
  30. Integrating Structure and Text for Enhancing Hyper-relational Knowledge Graph Representation via Structure Soft Prompt Tuning ↗Lijie Li, Hui Wang, Jiahang Li et al.2 citations
  31. Learning Counterfactual Explanations with Intervals for Time-series Classification ↗Akihiro Yamaguchi, Ken Ueno, Ryusei Shingaki et al.2 citations
  32. Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance ↗Marco Minici, Federico Cinus, Francesco Bonchi et al.2 citations
  33. Modeling User Intent Beyond Trigger: Incorporating Uncertainty for Trigger-Induced Recommendation ↗Jianxing Ma, Zhibo Xiao, Luwei Yang et al.2 citations
  34. Momentum Contrastive Bidirectional Encoding with Self-Distillation for Sequential Recommendation ↗Dingyi Zhang, Haoyu Wenren, Yue Wang et al.2 citations
  35. Multi-Granularity Modeling in Recommendation: from the Multi-Scenario Perspective ↗Yuhao Wang2 citations
  36. Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations ↗Jiahao Chen, Zitao Liu, Mingliang Hou et al.2 citations
  37. Multi-view Temporal Knowledge Graph Reasoning ↗Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang et al.2 citations
  38. New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios ↗Dongpeng Hou, Yuchen Wang, Chao Gao et al.2 citations
  39. No Query Left Behind: Query Refinement via Backtranslation ↗Delaram Rajaei, Zahra Taheri, Hossein Fani2 citations
  40. Novelty-aware Graph Traversal and Expansion for Hierarchical Reinforcement Learning ↗Jong-Chan Park, Seungjun Oh, Yusung Kim2 citations
  41. On the Sensitivity of Individual Fairness: Measures and Robust Algorithms ↗Xinyu He, Jian Li Kang, Ruizhong Qiu et al.2 citations
  42. On the Use of Large Language Models for Table Tasks ↗Yuyang Dong, Masafumi Oyamada, Chuan Xiao et al.2 citations
  43. Osprey 🪶: A Reference Framework for Online Grooming Detection via Neural Models and Conversation Features ↗Hamed Waezi, Reza Barzegar, Hossein Fani2 citations
  44. PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation ↗Cheng Feng2 citations
  45. PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks ↗Bowen Deng, Jialong Chen, Yanming Hu et al.2 citations
  46. Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement ↗Zhikai Xue, Guoxiu He, Zhuoren Jiang et al.2 citations
  47. Privacy-Preserving Graph Embedding based on Local Differential Privacy ↗Zening Li, Rong-Hua Li, Meihao Liao et al.2 citations
  48. Professionalism-Aware Pre-Finetuning for Profitability Ranking ↗Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi et al.2 citations
  49. Progressive Label Disambiguation for Partial Label Learning in Homogeneous Graphs ↗Rajat Patel, Aakarsh Malhotra, Sudipta Modak et al.2 citations
  50. Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans ↗J.-F. Fang, Wenya Wang, Tianze Luo et al.2 citations
  51. Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs ↗Sanjay Bhargav Dharavath, Tanmoy Dam, Supriyo Chakraborty et al.2 citations
  52. Re-evaluating the Command-and-Control Paradigm in Conversational Search Interactions ↗Johanne R. Trippas, Luke Gallagher, Joel Mackenzie2 citations
  53. Retrieval-Oriented Knowledge for Click-Through Rate Prediction ↗Huanshuo Liu, Bo Chen, Menghui Zhu et al.2 citations
  54. Revisiting Optimal Window Aggregation in Data Streams: The Prefix-Sum Approach ↗José Martinez, Guillaume Raschia2 citations
  55. SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning ↗Panjia Qiu, Guanghao Zhou, Mingyuan Fan et al.2 citations
  56. SaLa : Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding ↗Zhihong Zhu, Xuxin Cheng, Z. J. Chen et al.2 citations
  57. Semantic Prototypes: Enhancing Transparency without Black Boxes ↗Orfeas Menis Mastromichalakis, Giorgos Filandrianos, Jason Liartis et al.2 citations
  58. Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction ↗Jinzhi Shan, Qi Zhang, Chongyang Shi et al.2 citations
  59. SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks ↗Xiaotong Sun, Peijie Qiu, Shengfan Zhang2 citations
  60. TESSM: Tree-based Selective State Space Models for Efficient Join Order Selection Learning ↗Yaohui Chu, Yizhe Liu, Yue Zhang et al.2 citations
  61. The Veracity Problem: Detecting False Information and its Propagation on Online Social Media Networks ↗Sarah Condran2 citations
  62. Time-Series Representation Learning via Dual Reference Contrasting ↗Rui Yu, Yongshun Gong, Shoujin Wang et al.2 citations
  63. To Explore or Exploit? A Gradient-informed Framework to Address the Feedback Loop for Graph based Recommendation ↗Zhigang Huangfu, Binbin Hu, Zhengwei Wu et al.2 citations
  64. Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning ↗Dillon Davis, Huiji Gao, Thomas Legrand et al.2 citations
  65. Unifying Spectral and Spatial Graph Neural Networks ↗Zhiqian Chen, Lei Zhang, Liang Zhao2 citations
  66. Using Distributed Ledgers To Build Knowledge Graphs For Decentralized Computing Ecosystems ↗Tarek Zaarour, Ahmed Khalid, Preeja Pradeep et al.2 citations
  67. Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models ↗Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park et al.2 citations
  68. Wise Fusion : Group Fairness Enhanced Rank Fusion ↗Kathleen Cachel, Elke Angelika Rundensteiner2 citations
  69. Workshop on Generative AI for E-commerce ↗Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang et al.2 citations
  70. XCapsUTL: Cross-domain Unsupervised Transfer Learning Framework using a Capsule Neural Network ↗Naman Khetan, Sanyog Dewani, Gokul Swamy et al.2 citations
  71. XCrowd: Combining Explainability and Crowdsourcing to Diagnose Models in Relation Extraction ↗Alisa Smirnova, Jie Chi Yang, Philippe Cudré-Mauroux2 citations
  72. XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model ↗Liheng Yu, Pengkun Wang, Zhe Zhao et al.2 citations
  73. 1st Workshop on Multimodal Search and Recommendations (CIKM MMSR '24) ↗Aditya Chichani, Surya Teja Kallumadi, Tracy Holloway King et al.1 citation
  74. 3rd International Workshop on Industrial Recommendation Systems (IRS) ↗Luyi Ma, Xiaohan Li, Kamilia Ahmadi et al.1 citation
  75. A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification ↗Fazeleh Sadat Hoseini, Niklas Åkerblom, Morteza Haghir Chehreghani1 citation
  76. A Generative Benchmark Creation Framework for Detecting Common Data Table Versions ↗Daniel C. Fox, Aamod Khatiwada, Roee Shraga1 citation
  77. A Geometric Perspective for High-Dimensional Multiplex Graphs ↗Kamel Abdous, Nairouz Mrabah, Mohamed Bouguessa1 citation
  78. A Knowledge-Enhanced Transformer-FL Method for Fault Root Cause Localization ↗Zhe Lv, Yaqiong Liu, Xidian Wang et al.1 citation
  79. A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising ↗Xuewu Jiao, Xinsheng Luo, Miao Li et al.1 citation
  80. A One-Health Platform for Antimicrobial Resistance Data Analytics ↗Benoit Lange, Reza Akbarinia, Florent Masséglia1 citation
  81. A Payment Transaction Pre-training Model for Fraud Transaction Detection ↗Wenxi Huang, Zhao Zhangyi, Xiaojun Chen et al.1 citation
  82. A Scalable Tool for Democratizing Variant Calling on Human Genomes Using Commodity Clusters ↗Khawar Shehzad, Ajay Kumar, Matthew Schutz et al.1 citation
  83. A Skill Proficiency Framework for Workforce Learning and Development ↗Rebecca Dew, Mingzhao Li, Sandya Baratha Raj1 citation
  84. A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining ↗Audrey Der, Chin‐Chia Michael Yeh, Xin Dai et al.1 citation
  85. A Universal Sets-level Optimization Framework for Next Set Recommendation ↗Y. B. Liu, Min Liu, Christian Walder et al.1 citation
  86. A Universal and Interpretable Method for Enhancing Stock Price Prediction ↗Yuchen Liu, Shimin Di, Lei Chen et al.1 citation
  87. ALDF: An Adaptive Logical Decision Framework for Multimodal Named Entity Recognition ↗Guohui Ding, Tianhao Jiang, Rui Hong Zhou et al.1 citation
  88. Accurate Neural Network Option Pricing Methods with Control Variate Techniques and Data Synthesis/Cleaning with Financial Rationality ↗Chia-Wei Hsu, Tian‐Shyr Dai, Chuan‐Ju Wang et al.1 citation
  89. AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes ↗Shuxin Zhong, Hua Wei, Wenjun Lyu et al.1 citation
  90. Adaptive Cross-platform Transportation Time Prediction for Logistics ↗Shuxin Zhong, Wenjun Lyu, Zhiqing Hong et al.1 citation
  91. Ads Supply Personalization via Doubly Robust Learning ↗Wei Shi, Chen Fu, Qi Xu et al.1 citation
  92. Advancing Certified Robustness of Explanation via Gradient Quantization ↗Yang Xiao, Zijie Zhang, Yuchen Wang et al.1 citation
  93. Advancing Misinformation Awareness in Recommender Systems for Social Media Information Integrity ↗Royal Pathak1 citation
  94. Bi-directional Learning of Logical Rules with Type Constraints for Knowledge Graph Completion ↗Kunxun Qi, Jianfeng Du, Hai Wan1 citation
  95. Building Natural Language Interface for Product Search ↗Vijit Malik, Vinayak S Puranik, Anirban Majumder et al.1 citation
  96. CH-Mits: A Cross-Modal Dataset for User Sentiment Analysis on Chinese Social Media ↗Juhao Ma, Shuai Xu, Yilin Liu et al.1 citation
  97. CMG: A Causality-enhanced Multi-view Graph Model for Stock Trend Prediction ↗Xi Cheng, Liang Wang, Yunan Zeng et al.1 citation
  98. CNN to GNN: Unsupervised Multi-level Knowledge Learning ↗Ziheng Jiao, Hongyuan Zhang, Xuelong Li1 citation
  99. COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty ↗Lu Wang, Mayukh Das, Fangkai Yang et al.1 citation
  100. Collecting and Analyzing Public Data from Mastodon ↗Haris Bin Zia, Ignacio Castro, Gareth Tyson1 citation

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