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Editions202620252024

SIGKDD 2025

A*

ACM Knowledge Discovery and Data Mining

Official site ↗
846
accepted papers
4,133
authors
August 3-7, 2025
dates
Canada
location

300 / 846 papers

  1. 1
    'Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree': Zero-Shot Decision Tree Induction and Embedding with Large Language Models
    Ricardo Knauer
    ,
    Mario Koddenbrock
    ,
    Raphael Wallsberger
    ,
    Nicholas M. Brisson
    ,
    Georg N. Duda
    ,
    Deborah Falla
    ,
    David W. Evans
    ,
    Erik Rodner
  2. 2
    24th International Workshop on Data Mining in Bioinformatics (BIOKDD 2025)
    Da Yan
    ,
    Truong-Son Hy
    ,
    Jake Y. Chen
    ,
    Mohammed J. Zaki
  3. 3
    3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors
    Xufeng Liu
    ,
    Dongsheng Luo
    ,
    Wenhan Gao
    ,
    Yi Liu
  4. 4
    3rd Workshop on Causal Inference and Machine Learning in Practice
    Jeong-Yoon Lee
    ,
    Jing Pan
    ,
    Yifeng Wu
    ,
    Totte Harinen
    ,
    Paul Lo
    ,
    Zhenyu Zhao
    ,
    Huigang Chen
    ,
    Sichao Yin
    ,
    Roland Stevenson
    ,
    Jingshen Wang
    ,
    Yingfei Wang
    ,
    Chu Wang
    ,
    Zeyu Zheng
  5. 5
    4th Workshop on End-End Customer Journey Optimization
    Hongying Zhao
    ,
    Mert Bay
    ,
    Zhenyu Zhao
    ,
    Bradley C. Turnbull
    ,
    Anbang Xu
    ,
    Neha Gupta
  6. 6
    4th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    Xujiang Zhao
    ,
    Chen Zhao
    ,
    Feng Chen
    ,
    Jin-Hee Cho
    ,
    Hua Wei
    ,
    Haifeng Chen
  7. 7
    8th Workshop on Machine Learning in Finance
    Saurabh Nagrecha
    ,
    Isha Chaturvedi
    ,
    Senthil Kumar
    ,
    Nitesh V. Chawla
    ,
    Mahashweta Das
    ,
    Daksha Yadav
    ,
    José A. Rodríguez-Serrano
    ,
    Eren Kurshan
  8. 8
    A Context based Personalized Deep Network for Nearby Flight Recommendation
    Maolei Huang
    ,
    Detao Lv
    ,
    Yao Yu
    ,
    Shuhan Song
    ,
    Dong Li
    ,
    Zhuoran Zhuang
  9. 9
    A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data
    Seungyeon Lee
    ,
    Ruoqi Liu
    ,
    Feixiong Cheng
    ,
    Ping Zhang
  10. 10
    A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
    Yuchen Ma
    ,
    Jonas Schweisthal
    ,
    Hengrui Zhang
    ,
    Stefan Feuerriegel
  11. 11
    A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments
    Yuanhao Liu
    ,
    Shuo Liu
    ,
    Yimeng Liu
    ,
    Chanjin Zheng
    ,
    Wei Zhang
    ,
    Hong Qian
  12. 12
    A Fast and Accurate Block Compression Solution for Spatiotemporal Kernel Density Visualization
    Yue Zhong
    ,
    Tsz Nam Chan
    ,
    Leong Hou U
    ,
    Dingming Wu
    ,
    Wei Tu
    ,
    Ruisheng Wang
    ,
    Joshua Zhexue Huang
  13. 13
    A Framework for Evaluating AI Agents in Open-Ended Conversations via Scripted Simulation
    Clarice Wang
    ,
    Yimin Shi
    ,
    Xiaokui Xiao
  14. 14
    A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification
    D. Subhalingam
    ,
    Keshav Kolluru
    ,
    Mausam
    ,
    Saurabh Singal
  15. 15
    A Fraudulent Blind Shipment Detection Framework in Logistics
    Hongyu Lin
    ,
    Shuxin Zhong
    ,
    Yan Fang
    ,
    Zhiqing Hong
    ,
    Wenjun Lyu
    ,
    Qipeng Xie
    ,
    Haotian Wang
    ,
    Lu Wang
    ,
    Kaishun Wu
  16. 16
    A Guide to Misinformation Detection Data and Evaluation
    Camille Thibault
    ,
    Jacob-Junqi Tian
    ,
    Gabrielle Péloquin-Skulski
    ,
    Taylor Lynn Curtis
    ,
    James Zhou
    ,
    Florence Laflamme
    ,
    Luke Yuxiang Guan
    ,
    Reihaneh Rabbany
    ,
    Jean-François Godbout
    ,
    Kellin Pelrine
  17. 17
    A Hands-on Tutorial on Time Series Imputation with ImputeGAP
    Quentin Nater
    ,
    Mourad Khayati
    ,
    Philippe Cudré-Mauroux
  18. 18
    A Neuro-Symbolic Approach to Symbol Grounding for ALC-Ontologies
    Xuan Wu
    ,
    Yizheng Zhao
  19. 19
    A Scalable and Efficient Signal Integration System for Job Matching
    Ping Liu
    ,
    Rajat Arora
    ,
    Xiao Shi
    ,
    Benjamin Le
    ,
    Qianqi Shen
    ,
    Jianqiang Shen
    ,
    Chengming Jiang
    ,
    Nikita Zhiltsov
    ,
    Priya Bannur
    ,
    Yidan Zhu
    ,
    Liming Dong
    ,
    Haichao Wei
    ,
    Qi Guo
    ,
    Luke Simon
    ,
    Liangjie Hong
    ,
    Wenjing Zhang
  20. 20
    A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation
    Yu Song
    ,
    Zhigang Hua
    ,
    Harry Shomer
    ,
    Yan Xie
    ,
    Jingzhe Liu
    ,
    Bo Long
    ,
    Hui Liu
  21. 21
    A Structure-aware Invariant Learning Framework for Node-level Graph OOD Generalization
    Ruiwen Yuan
    ,
    Yongqiang Tang
    ,
    Wensheng Zhang
  22. 22
    A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
    Liangbo Ning
    ,
    Ziran Liang
    ,
    Zhuohang Jiang
    ,
    Haohao Qu
    ,
    Yujuan Ding
    ,
    Wenqi Fan
    ,
    Xiaoyong Wei
    ,
    Shanru Lin
    ,
    Hui Liu
    ,
    Philip S. Yu
    ,
    Qing Li
  23. 23
    A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    Kun Yi
    ,
    Qi Zhang
    ,
    Wei Fan
    ,
    Longbing Cao
    ,
    Shoujin Wang
    ,
    Hui He
    ,
    Guodong Long
    ,
    Liang Hu
    ,
    Qingsong Wen
    ,
    Hui Xiong
  24. 24
    A Survey on Model Extraction Attacks and Defenses for Large Language Models
    Kaixiang Zhao
    ,
    Lincan Li
    ,
    Kaize Ding
    ,
    Neil Zhenqiang Gong
    ,
    Yue Zhao
    ,
    Yushun Dong
  25. 25
    A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness
    Fali Wang
    ,
    Minhua Lin
    ,
    Yao Ma
    ,
    Hui Liu
    ,
    Qi He
    ,
    Xianfeng Tang
    ,
    Jiliang Tang
    ,
    Jian Pei
    ,
    Suhang Wang
  26. 26
    A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    Miao Yu
    ,
    Fanci Meng
    ,
    Xinyun Zhou
    ,
    Shilong Wang
    ,
    Junyuan Mao
    ,
    Linsey Pang
    ,
    Tianlong Chen
    ,
    Kun Wang
    ,
    Xinfeng Li
    ,
    Yongfeng Zhang
    ,
    Bo An
    ,
    Qingsong Wen
  27. 27
    A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare
    Ran Xu
    ,
    Patrick Jiang
    ,
    Linhao Luo
    ,
    Cao Xiao
    ,
    Adam Cross
    ,
    Shirui Pan
    ,
    Jimeng Sun
    ,
    Carl Yang
  28. 28
    A Transferable Spatio-temporal Learning Framework for Cross-city Logistics Demand Prediction
    Kaiwen Xia
    ,
    Li Lin
    ,
    Xinrui Zhang
    ,
    Haotian Wang
    ,
    Shuai Wang
    ,
    Tian He
  29. 29
    A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
    Chen Gong
    ,
    Rui Xing
    ,
    Zhenzhe Zheng
    ,
    Fan Wu
  30. 30
    A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding
    Chuan Zhou
    ,
    Yaxuan Li
    ,
    Chunyuan Zheng
    ,
    Haiteng Zhang
    ,
    Min Zhang
    ,
    Haoxuan Li
    ,
    Mingming Gong
  31. 31
    A Unified Invariant Learning Framework for Graph Classification
    Yongduo Sui
    ,
    Jie Sun
    ,
    Shuyao Wang
    ,
    Zemin Liu
    ,
    Qing Cui
    ,
    Longfei Li
    ,
    Xiang Wang
  32. 32
    A Unified Online-Offline Framework for Co-Branding Campaign Recommendations
    Xiangxiang Dai
    ,
    Xiaowei Sun
    ,
    Jinhang Zuo
    ,
    Xutong Liu
    ,
    John C. S. Lui
  33. 33
    A Unified Solution to Diverse Heterogeneities in One-Shot Federated Learning
    Jun Bai
    ,
    Yiliao Song
    ,
    Di Wu
    ,
    Atul Sajjanhar
    ,
    Yong Xiang
    ,
    Wei Zhou
    ,
    Xiaohui Tao
    ,
    Yan Li
    ,
    Yue Li
  34. 34
    A Universal Model for Human Mobility Prediction
    Qingyue Long
    ,
    Yuan Yuan
    ,
    Yong Li
  35. 35
    A/B Test and Online Experiment Under Diminishing Marginal Effects: Regret Minimization and Statistical Inference
    Jingxu Xu
    ,
    Yuhang Wu
    ,
    Yingfei Wang
    ,
    Chu Wang
    ,
    Zeyu Zheng
  36. 36
    Abductive Learning for Neuro-Symbolic Grounded Imitation
    Jie-Jing Shao
    ,
    Hao-Ran Hao
    ,
    Xiao-Wen Yang
    ,
    Yu-Feng Li
  37. 37
    Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature Propagation
    Junghun Kim
    ,
    Hoyoung Yoon
    ,
    Ka Hyun Park
    ,
    U Kang
  38. 38
    Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations
    Lanjihong Ma
    ,
    Yao-Xiang Ding
    ,
    Zhen-Yu Zhang
    ,
    Zhi-Hua Zhou
  39. 39
    Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation
    Hyunsik Jeon
    ,
    Satoshi Koide
    ,
    Yu Wang
    ,
    Zhankui He
    ,
    Julian J. McAuley
  40. 40
    Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning
    Tong Li
    ,
    Jiachuan Wang
    ,
    Yongqi Zhang
    ,
    Shuangyin Li
    ,
    Lei Chen
  41. 41
    Adapting to Generalized Online Label Shift by Invariant Representation Learning
    Yu-Yang Qian
    ,
    Yi-Han Wang
    ,
    Zhen-Yu Zhang
    ,
    Yuan Jiang
    ,
    Zhi-Hua Zhou
  42. 42
    Adaptive Conformal Prediction Intervals for Invariant Learning
    Shuxin Liang
    ,
    Yihan Xiao
    ,
    Linglong Kong
    ,
    Wenlu Tang
  43. 43
    Adaptive Domain Inference Attack with Concept Hierarchy
    Yuechun Gu
    ,
    Jiajie He
    ,
    Keke Chen
  44. 44
    Addressing and Visualizing Misalignments in Human Task-Solving Trajectories
    Sejin Kim
    ,
    Hosung Lee
    ,
    Sundong Kim
  45. 45
    Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems
    Shuqiang Zhang
    ,
    Yuchao Zhang
    ,
    Jinkun Chen
    ,
    Haochen Sui
  46. 46
    AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data
    Qinchen Yang
    ,
    Zhiqing Hong
    ,
    Dongjiang Cao
    ,
    Haotian Wang
    ,
    Zejun Xie
    ,
    Tian He
    ,
    Yunhuai Liu
    ,
    Yu Yang
    ,
    Desheng Zhang
  47. 47
    AdKDD 2025
    Abraham Bagherjeiran
    ,
    Nemanja Djuric
    ,
    Kuang-chih Lee
    ,
    Linsey Pang
    ,
    Vladan Radosavljevic
    ,
    Suju Rajan
  48. 48
    ADMIRE: ADaptive method to enhance Multiple Image REsolutions in text-rich multi-image understanding
    Qipeng Zhu
    ,
    Xiong Wang
    ,
    Zhihong Lu
    ,
    Jiangwei Lao
    ,
    Congyun Jin
    ,
    Jie Chen
    ,
    Yingzhe Peng
    ,
    Qi Zhu
    ,
    Lianzhen Zhong
    ,
    Jiajia Liu
    ,
    Peng Wei
    ,
    Jian Wang
  49. 49
    Advances in Time-Series Anomaly Detection: Algorithms, Benchmarks, and Evaluation Measures
    John Paparrizos
    ,
    Paul Boniol
    ,
    Qinghua Liu
    ,
    Themis Palpanas
  50. 50
    Advancing Confidence Calibration and Quantification in Medication Recommendation
    Qianyu Chen
    ,
    Xin Li
    ,
    Yujie Fang
    ,
    Mingzhong Wang