Editions2026 2025 2024

SIGKDD 2026

Name: ACM Knowledge Discovery and Data Mining 2026
Start: August 9-13, 2026

ACM Knowledge Discovery and Data Mining

Official site ↗

257

accepted papers

1,489

authors

August 9-13, 2026

dates

Korea

location

257 / 257 papers

1
A Multi-Stage Structural Captioning Framework for Enhancing Chinese Image-to-Video Generation in Baidu
Lei Shen
,
Zhipeng Jin
,
Xiawei Li
,
Wen Tao
,
Shiyuan Li
,
Yi Yang
,
Cong Han
,
Shuanglong Li
,
Zhongmin Cai
,
Lin Liu
2
AbFlow: End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
Wenda Wang
,
Yang Zhang
,
Zhewei Wei
,
Wenbing Huang
3
ABLE: Using Adversarial Pairs to Construct Local Models for Explaining Model Predictions
Krishna Khadka
,
Sunny Shree
,
Pujan Budhathoki
,
Yu Lei
,
Raghu Kacker
,
D. Richard Kuhn
4
Accelerated Coordinate Descent for Directed Densest Subgraph Discovery
Luocheng Liang
,
Yingli Zhou
,
Yixiang Fang
5
Accelerating Storage-based Training for Graph Neural Networks
Myung-Hwan Jang
,
Jeong-Min Park
,
Yunyong Ko
,
Sang-Wook Kim
6
ACT: An Adaptive Combinatorial Testing Framework at Scale
Yingying Chen
,
Amitabh Nag
,
Josh Moore
7
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
Fan Xu
,
Wei Gong
,
Hao Wu
,
Lilan Peng
,
Nan Wang
,
Qingsong Wen
,
Xian Wu
,
Kun Wang
,
Xibin Zhao
8
Adversarial Signed Graph Learning with Differential Privacy
Haobin Ke
,
Sen Zhang
,
Qingqing Ye
,
Xun Ran
,
Haibo Hu
9
AHA: Scalable Alternative History Analysis for Operational Timeseries Applications
Harshavardhan Kamarthi
,
Harshil Shah
,
Henry Milner
,
Sayan Sinha
,
Yan Li
,
B. Aditya Prakash
,
Vyas Sekar
10
ALF: Advertiser Large Foundation Model for Multi-Modal Advertiser Understanding
Santosh Rajagopalan
,
Jonathan Vronsky
,
Songbai Yan
,
S. Alireza Golestaneh
,
Shubhra Chandra
,
Min Zhou
11
Align-for-Fusion: Harmonizing Triple Preferences via Dual-oriented Diffusion for Cross-domain Sequential Recommendation
Yongfu Zha
,
Xinxin Dong
,
Haokai Ma
,
Yonghui Yang
,
Xiaodong Wang
12
AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging
Xiaobin Ren
,
Kaiqi Zhao
,
Katerina Taskova
,
Patricia Riddle
13
APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training
Xuebo Qiu
,
Mingqi Lv
,
Yimei Zhang
,
Tieming Chen
,
Tiantian Zhu
,
Qijie Song
,
Shouling Ji
14
ARCTraj: A Dataset and Benchmark of Human Reasoning Trajectories for Abstract Problem Solving
Sejin Kim
,
Hayan Choi
,
Seokki Lee
,
Sundong Kim
15
ARES: Anomaly Recognition Model For Edge Streams
Simone Mungari
,
Albert Bifet
,
Giuseppe Manco
,
Bernhard Pfahringer
16
ASTAFN: Bridging the Gap Between Weather Foundation Models and Accurate Station-Level Forecasting
Bihe Xu
,
Zhicheng Yan
,
Qingyong Li
,
Zhiqing Guo
,
Dong Zheng
,
Wen Yao
,
Bo Wang
,
Zhao Wang
,
Yangliao Geng
17
AURORA: Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification
Xiaoyu Tan
,
Tianchu Yao
,
Chao Qu
,
Bin Li
,
Minghao Yang
,
Dakuan Lu
,
Haozhe Wang
,
Yinghui Xu
,
Xihe Qiu
18
Automated Annotation of Privacy Information in User Interactions with Large Language Models
Hang Zeng
,
Xiangyu Liu
,
Yong Hu
,
Chaoyue Niu
,
Fan Wu
,
Shaojie Tang
,
Guihai Chen
19
Awaken the Giant: Activating LLMs via Deep Model Guidance for Boundary-aware Medication Recommendation
Hang Lv
,
Zixuan Guo
,
Yanchao Tan
,
Wanzi Shao
,
Hengyu Zhang
,
Carl Yang
20
Balanced Anomaly-guided Ego-graph Diffusion Model for Inductive Graph Anomaly Detection
Chunyu Wei
,
Siyuan He
,
Yu Wang
,
Yueguo Chen
,
Yunhai Wang
,
Bing Bai
,
Yidong Zhang
,
Yong Xie
,
Shunming Zhang
,
Fei Wang
21
Bayesian Robust Financial Trading with Adversarial Synthetic Market Data
Haochong Xia
,
Simin Li
,
Ruixiao Xu
,
Zhixia Zhang
,
Hongxiang Wang
,
Zhiqian Liu
,
Teng Yao Long
,
Molei Qin
,
Chuqiao Zong
,
Bo An
22
Benchmarking Positional Encodings for GNNs and Graph Transformers
Florian Grötschla
,
Jiaqing Xie
,
Roger Wattenhofer
23
Beyond Basic A/B Testing: Improving Statistical Efficiency for Business Growth
Changshuai Wei
,
Phuc Nguyen
,
Benjamin Zelditch
,
Joyce Chen
24
Beyond Content: Integrating Generated User Intent and Planned Behavior Theory for Reliable Fake News Detection
Ling Sun
,
Yuan Rao
,
Hongyang Xia
,
Hongxu Jiang
,
Chenlong Zhang
25
Beyond Routines: Adaptive Mobility Prediction via Sequential-Relational Fusion
Tianao Sun
,
Ruizhe Liu
,
Wenzhen Jia
,
Kai Zhao
,
Weiming Huang
,
Meng Chen
26
BiCD: Learning Conditional Dependence for Continuous Dataset Shift in Regression
Hongrui Chen
,
Yiming Zhai
,
Mingjun Pan
,
You-Wei Luo
27
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective
Ziwen Wang
,
Shangshang Yang
,
Xiaoshan Yu
,
Haiping Ma
,
Xingyi Zhang
28
Breaking the Boundary Barrier: Robust Model Fingerprinting via Unlearnable Examples in Model-Parameter Space
Tianlong Xu
,
Zixiong Wang
,
Gaoyang Liu
,
Jian Chen
,
Ahmed M. Abdelmoniem
,
Chen Wang
29
BSP k-Means
Sebastian Künzel
,
Daniel Weiskopf
30
Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer Framework
Riya Ponraj
,
Ramakrishnan Durairajan
,
Yu Wang
31
Caesar: Optimizing Federated Learning via Low-deviation Compression
Jiaming Yan
,
Jianchun Liu
,
Hongli Xu
,
Zhenguo Ma
,
Shilong Wang
32
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?
Weixian Waylon Li
,
Hyeonjun Kim
,
Mihai Cucuringu
,
Tiejun Ma
33
Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?
Yun Qu
,
Qi Wang
,
Yixiu Mao
,
Vincent Tao Hu
,
Björn Ommer
,
Xiangyang Ji
34
Can-SAVE: Deploying Low-Cost and Population-Scale Cancer Screening via Survival Analysis Variables and EHR
Petr Philonenko
,
Vladimir Kokh
,
Pavel Blinov
35
Case Study: Learning Robust, Long-run Surrogate Metrics with Modeling and Instrumental Variables
Daniel Day
,
Matthew Dalton
,
Samuel Daulton
,
Benjamin Letham
,
Xiao Cai
,
Aojia Zhao
,
Eytan Bakshy
36
CAVIAR: Disentangling Root Causes with an ICA-based VAE for Large-Scale Microservice Systems
Xinrui Jiang
,
Tingzhu Bi
,
Meng Ma
,
Ping Wang
37
Certified Defense on the Fairness of Graph Neural Networks
Yushun Dong
,
Binchi Zhang
,
Hanghang Tong
,
Jundong Li
38
CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning
Mingyuan Li
,
Chunyu Liu
,
Zhuojun Li
,
Xiao Liu
,
Guangsheng Yu
,
Bo Du
,
Jun Shen
,
Qiang Wu
39
ChannelMTS: A Multi-modal Time-Series Framework for High-Speed Railway Channel Prediction
Haihong Zhao
,
Zinan Zheng
,
Chenyi Zi
,
Jia Li
40
Chat2Trade: Automating Financial RFQ Parsing with Fine-Tuned LLMs
Yixuan Cao
,
Chunhao Yang
,
Yifan Wang
,
Jian Wang
,
Kun Wan
,
Gang Xiao
,
Ping Luo
41
Choice Modeling and Pricing for Scheduled Services
Adam N. Elmachtoub
,
Kumar Goutam
,
Roger Lederman
42
CLASS: Deep Partial Label Feature Selection with Cluster-Guided Disambiguation and Structured Sparsity
Tingjin Luo
,
Mengyuan Tong
,
Qingyang Shu
,
Yueying Liu
,
Hao Zhou
,
Zhen Wang
43
CNText2Sign and CNSign: Unified Chinese Sign Language Datasets for Bidirectional Accessibility
Yulong Li
,
Yuxuan Zhang
,
Feilong Tang
,
Ming Hu
,
Zhixiang Lu
,
Haochen Xue
,
Jianghao Wu
,
Rui Chen
,
Mian Zhou
,
Kang Dang
,
Chong Li
,
Yifang Wang
,
Imran Razzak
,
Jionglong Su
44
Communication-efficient Federated Graph Classification via Generative Diffusion Modeling
Xiuling Wang
,
Xin Huang
,
Haibo Hu
,
Jianliang Xu
45
Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation
Siyuan Li
,
Jian Chen
,
Rui Yao
,
Xuming Hu
,
Peilin Zhou
,
Weihua Qiu
,
Simin Zhang
,
Chucheng Dong
,
Zhiyao Li
,
Qipeng Xie
,
Zixuan Yuan
46
Continuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy Optimization
Yi He
,
Anpeng Wu
,
Ruoxuan Xiong
,
Yingrong Wang
,
Kun Kuang
47
CoPHo: Classifier-guided Conditional Topology Generation with Persistent Homology
Gongli Xi
,
Ye Tian
,
Mengyu Yang
,
Zhenyu Zhao
,
Yuchao Zhang
,
Xiangyang Gong
,
Xirong Que
,
Wendong Wang
48
Countering Overfitting with Counterfactual Examples
Flavio Giorgi
,
Fabiano Veglianti
,
Fabrizio Silvestri
,
Gabriele Tolomei
49
CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory
HuiJeong Son
,
Hyeongu Kang
,
Sunho Kim
,
Subeen Ho
,
SeongKu Kang
,
Dongha Lee
,
Susik Yoon
50
Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering
Haoran Zheng
,
Renchi Yang
,
Hongtao Wang
,
Jianliang Xu