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ICDM 2025

A*

IEEE International Conference on Data Mining

Official site ↗
612
accepted papers
589
authors
November 12-15, 2025
dates
USA
location

612 / 612 papers

  1. 1
    "Lost-In-The-Later": Framework for Quantifying Contextual Grounding in Large Language Models
    Yufei Tao
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  2. 2
    A Benchmark and Optimization Framework for ML and LLM-Based Health Triage
    Md. Jobayer Rahman
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  3. 3
    A Comparative Analysis of Object Detection Models for Plant Leaf Counting Under Overlapping Foliage Conditions
    Elijah Sagaran
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  4. 4
    A Comparative Study of Classical and Quantum Support Vector Machines for Multimodal Oral Cancer Detection
    Nipun Joshi
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  5. 5
    A Comparative Study of Pruning Methods in Transformer-Based Time Series Forecasting
    Nicholas Kuhn
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  6. 6
    A Critical Analysis of a Multi-Input Cnn Architecture for Quantum-Enhanced Forecasting
    Ateef Mahmud
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  7. 7
    A Cross-Cultural Comparison of LLM-Based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies
    Weihong Qi
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  8. 8
    A Data-Free Analytical Quantization Scheme for Deep Learning Models
    Ahmed Luqman
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  9. 9
    A Federated Meta-Learning Approach for Transactional Risk Behavior Identification
    Zhaoyang Wang
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  10. 10
    A Game-Theoretic Foundation Framework for Query Strategy Optimization in Interactive Healthcare Information Retrieval
    Mohammad Ishtiaque Rahman
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  11. 11
    A Generative Method with Elements Enhancement for Comparative Opinion Quintuple Extraction
    Shuqin Ye
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  12. 12
    A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs
    Francesco Zola
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  13. 13
    A Graphical Method for Identifying Gene Clusters From RNA Sequencing Data
    Jake R. Patock
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  14. 14
    A Multi-Snapshot Sketching Framework for Anomaly Detection in Streaming Graphs
    Luis Olmos
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  15. 15
    A Multidimensional Framework for Capacity Analysis
    Vikrant Shimpi
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  16. 16
    A Multimodal Conversational Agent for Tabular Data Analysis
    Mohammad Nour Al Awad
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  17. 17
    A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content
    Lele Cao
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  18. 18
    A Reproducible Approach to Virtual Metrology
    Jimmy Pöhlmann
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  19. 19
    A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation
    Hossein Shokouhi-Nejad
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  20. 20
    A Resnet and ViT-U-Net Hybrid Model for Accurate FVM Flooding Simulations
    Isabella Cho
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  21. 21
    A Spatiotemporal Machine Learning Framework to Detect Woody Plant Encroachment into Hydrologically Altered Wetlands
    Abdullah Toqeer
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  22. 22
    A Stochastic Diffusion Framework for Tabular Data Synthesis and Completion
    Ivan P. Malashin
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  23. 23
    A Theoretical Framework for Self-Supervised Contrastive Learning for Continuous Dependent Data
    Alexander Marusov
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  24. 24
    A Universal Metric of Dataset Similarity for Cross-Silo Federated Learning
    Ahmed Elhussein
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  25. 25
    Accelerating Deep-Learning Applications with Efficient Tensor Layout Management
    Keenan Powell
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  26. 26
    Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
    Hung Le
    DBLP profile ↗ORCID 0000-0002-3126-184X ↗
  27. 27
    Achieving Robust and Faithful Explanations via Conditional Pairwise Contrast
    Lige Gan
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  28. 28
    AdaGen: Adaptive Domain-Specific Classification via Zero-Shot Dataset Generation
    Zhan-Hao Xu
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  29. 29
    Adaptive Calibrated Doubly Robust Estimators for Debiased Recommendation
    Shuqi Qin
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  30. 30
    Adaptive Execution Scheduler for DataDios SmartDiff
    Aryan Poduri
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  31. 31
    Adaptive Graph Learning with Transformer for Multi-Reservoir Inflow Prediction
    Pengfei Hu
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  32. 32
    AdaptiveStream: A Scalable Distributed Framework for Real-Time Change Point Detection in Data Streams
    Vijayalakshmi Saravanan
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  33. 33
    AdaSports-Traj: Role- and Domain-Aware Adaptation for Multi-Agent Trajectory Modeling in Sports
    Yi Xu
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  34. 34
    Addressing Algorithmic Bias in Diabetes Care: A Multi-Modal Machine Learning Framework for Equitable Readmission Prediction
    Md. Mehedi Hasan
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  35. 35
    ADMP-LS: Agent-Based Dialogue and Mining Platform for Evidence-Grounded QA, Extraction, and Literature Review in Life Science
    Menghao Guo
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  36. 36
    Advancing Climate Model Interpretability: Feature Attribution for Arctic Melt Anomalies
    Tolulope Ale
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  37. 37
    Adversarial Alignment and Disentanglement for Cross-Domain CTR Prediction with Domain-Encompassing Features
    Junyou He
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  38. 38
    Adversarial Robustness in Cloud-Native Core Banking Systems: Topological Data Analysis (TDA) for AI Model Integrity Under Cyber-Physical Attacks
    Rajesh Vayyala
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  39. 39
    Agentic AI for Disease-Aware Adaptive Multi-Omics Embedding: A Proof of Concept with PCA and Bulk RNA-Seq Data
    James Li
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  40. 40
    Agentic Control Center for Data Product Optimization
    Priyadarshini Tamilselvan
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  41. 41
    Agentic Meta-Orchestrator for Multi-Task Copilots
    Xiaofeng Zhu
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  42. 42
    AI or Humans: Who Understands Online Emotions Better?
    Victor W. Tang
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  43. 43
    AI-Assisted Safe Drop Zone Identification for Human-Guided Drone Deliveries
    Atharva Kakatkar
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  44. 44
    AI-Driven Literature Mining for Intelligent Synthesis Design
    Heng Lian
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  45. 45
    AI-Enhanced Data Mining of Financial Domain: Methods and Applications
    Wesley Leeroy
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  46. 46
    AI-Optimized Serverless Computing for Scalable Customer Sentiment Analysis in Open Banking APIs
    Rajesh Vayyala
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  47. 47
    AI-Powered Trait Analysis for Poisonous Mushroom Classification
    Srikar Akundi
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  48. 48
    Algebraic Analysis of Rule Mining Space
    Shusaku Tsumoto
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  49. 49
    An Agentic Framework for Social Event Forecasting: Approaches Using Causality Contextualized Chain of Thought
    Avani Thakur
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  50. 50
    An Analysis of Gender-Based Differential Item Functioning in the PISA 2018 and 2022 Cycles
    Isabel Xiong
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