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ICDM 2025

A*

IEEE International Conference on Data Mining

Official site ↗
612
accepted papers
2,256
authors
November 12-15, 2025
dates
USA
location

300 / 612 papers

  1. 1
    "Lost-In-The-Later": Framework for Quantifying Contextual Grounding in Large Language Models
    Yufei Tao
    ,
    Adam Hiatt
    ,
    Rahul Seetharaman
    ,
    Ameeta Agrawal
  2. 2
    A Benchmark and Optimization Framework for ML and LLM-Based Health Triage
    Md. Jobayer Rahman
    ,
    Shamim Ahamed
    ,
    Fahim Faisal Deepto
    ,
    Marzia Zaman
    ,
    Ashraful Islam
    ,
    Farhana Sarker
    ,
    Khondaker Abdullah Al Mamun
  3. 3
    A Comparative Analysis of Object Detection Models for Plant Leaf Counting Under Overlapping Foliage Conditions
    Elijah Sagaran
    ,
    Martin Ha
    ,
    Olena Molla
    ,
    Shanlin Qian
    ,
    Rahi Misra
    ,
    Mario Giraldo
    ,
    Rashida Hasan
    ,
    Li Liu
    ,
    Xunfei Jiang
  4. 4
    A Comparative Study of Classical and Quantum Support Vector Machines for Multimodal Oral Cancer Detection
    Nipun Joshi
    ,
    Sanchit Baweja
    ,
    Sandeep Kumar
    ,
    Vikrant Shokeen
    ,
    Amit Sharma
    ,
    Vijeet Gahlawat
  5. 5
    A Comparative Study of Pruning Methods in Transformer-Based Time Series Forecasting
    Nicholas Kuhn
    ,
    Arvid Weyrauch
    ,
    Muhammed Öz
    ,
    Achim Streit
    ,
    Markus Götz
    ,
    Charlotte Debus
  6. 6
    A Critical Analysis of a Multi-Input Cnn Architecture for Quantum-Enhanced Forecasting
    Ateef Mahmud
  7. 7
    A Cross-Cultural Comparison of LLM-Based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies
    Weihong Qi
    ,
    Fan Huang
    ,
    Jisun An
    ,
    Haewoon Kwak
  8. 8
    A Data-Free Analytical Quantization Scheme for Deep Learning Models
    Ahmed Luqman
    ,
    Khuzemah Qazi
    ,
    Murray Patterson
    ,
    Malik Jahan Khan
    ,
    Imdadullah Khan
  9. 9
    A Federated Meta-Learning Approach for Transactional Risk Behavior Identification
    Zhaoyang Wang
    ,
    Junhua Wu
    ,
    Xiaoshan Cui
    ,
    Guangshun Li
  10. 10
    A Game-Theoretic Foundation Framework for Query Strategy Optimization in Interactive Healthcare Information Retrieval
    Mohammad Ishtiaque Rahman
    ,
    Md Razuan Hossain
    ,
    Forhan Bin Emdad
    ,
    S. M. Zobaer Alam
    ,
    S. M. Sayem
    ,
    Albina Alam
    ,
    Kazi Saiful Islam
  11. 11
    A Generative Method with Elements Enhancement for Comparative Opinion Quintuple Extraction
    Shuqin Ye
    ,
    Xinjing Liu
    ,
    Siwei Xu
    ,
    Yongjun Huang
    ,
    Xiaojie Wang
    ,
    Ruifan Li
  12. 12
    A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs
    Francesco Zola
    ,
    Jon Ander Medina
    ,
    Andrea Venturi
    ,
    Amaia Gil
    ,
    Raul Orduna
  13. 13
    A Graphical Method for Identifying Gene Clusters From RNA Sequencing Data
    Jake R. Patock
    ,
    Rinki Ratnapriya
    ,
    Arko Barman
  14. 14
    A Multi-Snapshot Sketching Framework for Anomaly Detection in Streaming Graphs
    Luis Olmos
    ,
    Rashida Hasan
  15. 15
    A Multidimensional Framework for Capacity Analysis
    Vikrant Shimpi
    ,
    Maitreya Natu
  16. 16
    A Multimodal Conversational Agent for Tabular Data Analysis
    Mohammad Nour Al Awad
    ,
    Sergey Ivanov
    ,
    Olga Tikhonova
    ,
    Ivan Khodnenko
  17. 17
    A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content
    Lele Cao
  18. 18
    A Reproducible Approach to Virtual Metrology
    Jimmy Pöhlmann
    ,
    Anna Lopatkina
    ,
    Paul Jungmann
    ,
    Claudio Hartmann
    ,
    Wolfgang Lehner
  19. 19
    A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation
    Hossein Shokouhi-Nejad
    ,
    Griffin Higgins
    ,
    Roozbeh Razavi-Far
    ,
    Ali A. Ghorbani
  20. 20
    A Resnet and ViT-U-Net Hybrid Model for Accurate FVM Flooding Simulations
    Isabella Cho
  21. 21
    A Spatiotemporal Machine Learning Framework to Detect Woody Plant Encroachment into Hydrologically Altered Wetlands
    Abdullah Toqeer
    ,
    Andrew Hall
    ,
    Ana Horta
    ,
    Skye Wassens
  22. 22
    A Stochastic Diffusion Framework for Tabular Data Synthesis and Completion
    Ivan P. Malashin
    ,
    Igor S. Masich
    ,
    Dmitry Martysyuk
    ,
    Andrei P. Gantimurov
    ,
    Aleksey S. Borodulin
    ,
    Vladimir A. Nelyub
    ,
    Vadim Tynchenko
  23. 23
    A Theoretical Framework for Self-Supervised Contrastive Learning for Continuous Dependent Data
    Alexander Marusov
    ,
    Aleksandr Yugay
    ,
    Alexey Zaytsev
  24. 24
    A Universal Metric of Dataset Similarity for Cross-Silo Federated Learning
    Ahmed Elhussein
    ,
    Gamze Gürsoy
  25. 25
    Accelerating Deep-Learning Applications with Efficient Tensor Layout Management
    Keenan Powell
    ,
    Rubayet Rongon
    ,
    Xiaokun Yang
    ,
    Xuechen Zhang
  26. 26
    Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
    Hung Le
    ,
    Sherif Abbas
    ,
    Minh Hoang Nguyen
    ,
    Van Dai Do
    ,
    Huu Hiep Nguyen
    ,
    Dung Nguyen
  27. 27
    Achieving Robust and Faithful Explanations via Conditional Pairwise Contrast
    Lige Gan
    ,
    Jinzhao He
    ,
    Xiao Yue
    ,
    Guangzhi Qu
  28. 28
    AdaGen: Adaptive Domain-Specific Classification via Zero-Shot Dataset Generation
    Zhan-Hao Xu
    ,
    Fei-Yao Liang
    ,
    Hui-Yu Zhou
    ,
    Chang-Dong Wang
  29. 29
    Adaptive Calibrated Doubly Robust Estimators for Debiased Recommendation
    Shuqi Qin
    ,
    Yitong Liu
    ,
    Xiaoqian Liu
  30. 30
    Adaptive Execution Scheduler for DataDios SmartDiff
    Aryan Poduri
  31. 31
    Adaptive Graph Learning with Transformer for Multi-Reservoir Inflow Prediction
    Pengfei Hu
    ,
    Ming Fan
    ,
    Xiaoxue Han
    ,
    Chang Lu
    ,
    Wei Zhang
    ,
    Hyun Kang
    ,
    Yue Ning
    ,
    Dan Lu
  32. 32
    AdaptiveStream: A Scalable Distributed Framework for Real-Time Change Point Detection in Data Streams
    Vijayalakshmi Saravanan
    ,
    Sai Karthik Navuluru
    ,
    Khaled Z. Ibrahim
    ,
    Lakshman Tamil
  33. 33
    AdaSports-Traj: Role- and Domain-Aware Adaptation for Multi-Agent Trajectory Modeling in Sports
    Yi Xu
    ,
    Yun Fu
  34. 34
    Addressing Algorithmic Bias in Diabetes Care: A Multi-Modal Machine Learning Framework for Equitable Readmission Prediction
    Md. Mehedi Hasan
    ,
    Md. Mujibur Rahman
    ,
    Quazi Mamun
    ,
    Jun Wu
    ,
    Mohammad Rana
  35. 35
    ADMP-LS: Agent-Based Dialogue and Mining Platform for Evidence-Grounded QA, Extraction, and Literature Review in Life Science
    Menghao Guo
    ,
    Zeyi Sun
    ,
    Siwei Xie
    ,
    Jie Hu
    ,
    Shanxin Sun
    ,
    Xinhang Li
    ,
    Lijie Wang
    ,
    Linqing Feng
    ,
    Jinling Jiang
  36. 36
    Advancing Climate Model Interpretability: Feature Attribution for Arctic Melt Anomalies
    Tolulope Ale
    ,
    Nicole-Jeanne Schlegel
    ,
    Vandana P. Janeja
  37. 37
    Adversarial Alignment and Disentanglement for Cross-Domain CTR Prediction with Domain-Encompassing Features
    Junyou He
    ,
    Lixi Deng
    ,
    Huichao Guo
    ,
    Ye Tang
    ,
    Yong Li
    ,
    Sulong Xu
  38. 38
    Adversarial Robustness in Cloud-Native Core Banking Systems: Topological Data Analysis (TDA) for AI Model Integrity Under Cyber-Physical Attacks
    Rajesh Vayyala
  39. 39
    Agentic AI for Disease-Aware Adaptive Multi-Omics Embedding: A Proof of Concept with PCA and Bulk RNA-Seq Data
    James Li
    ,
    Andrew Woods
    ,
    Ao Yuan
  40. 40
    Agentic Control Center for Data Product Optimization
    Priyadarshini Tamilselvan
    ,
    Gregory Bramble
    ,
    Sola Shirai
    ,
    Ken C. L. Wong
    ,
    Md. Faisal Mahbub Chowdhury
    ,
    Horst Samulowitz
  41. 41
    Agentic Meta-Orchestrator for Multi-Task Copilots
    Xiaofeng Zhu
    ,
    Yunshen Zhou
  42. 42
    AI or Humans: Who Understands Online Emotions Better?
    Victor W. Tang
    ,
    Lan Cao
  43. 43
    AI-Assisted Safe Drop Zone Identification for Human-Guided Drone Deliveries
    Atharva Kakatkar
  44. 44
    AI-Driven Literature Mining for Intelligent Synthesis Design
    Heng Lian
    ,
    Lei Du
    ,
    Jian Wu
    ,
    Yi He
  45. 45
    AI-Enhanced Data Mining of Financial Domain: Methods and Applications
    Wesley Leeroy
    ,
    Gordon C. Leeroy
  46. 46
    AI-Optimized Serverless Computing for Scalable Customer Sentiment Analysis in Open Banking APIs
    Rajesh Vayyala
  47. 47
    AI-Powered Trait Analysis for Poisonous Mushroom Classification
    Srikar Akundi
  48. 48
    Algebraic Analysis of Rule Mining Space
    Shusaku Tsumoto
    ,
    Tomohiro Kimura
    ,
    Shoji Hirano
    ,
    Katsutoshi Yada
  49. 49
    An Agentic Framework for Social Event Forecasting: Approaches Using Causality Contextualized Chain of Thought
    Avani Thakur
    ,
    Aditya Narasimhan Sampath
    ,
    Siddharth Krishnan
  50. 50
    An Analysis of Gender-Based Differential Item Functioning in the PISA 2018 and 2022 Cycles
    Isabel Xiong