APWeb 2025 - Shenyang, China

Thursday, Aug 28th, 2025 @ 13:30 - 17:30

KGMA Workshop, [In London Hall]

Keynote: Advancements in Federated Learning: Optimizing Quality and Efficiency
Zhe Xue,Beijing University of Posts and Telecommunications
Graph-Augmented Language Models for Strategic Reasoning: A Hybrid Retrieval Framework
Yiming Lei(Tianjin University) Peixi Zhou(Tianjin University) Xikuan Yuan(Tianjin University) Penglin Ge(Tianjin University) Xin Wang(Tianjin University)
Evaluating Reasoning Capability of Large Language Models on Chinese Agricultural-Aware Textual Datasets: A Preliminary Study
Yujie Song (Southwest University)*; Yongpan Sheng (Southwest University)
GrowCap: Lightweight Image Captioning with Enhanced Hard Prompts
Haowen Tian (Dalian Maritime University); Bo Ning (Dalian Maritime University)*; Xin Zhou (Dalian Maritime University)
Fine-Grained Prototype-Augmented Named Entity Recognition
Yu Xing (Nanjing University); Xiaogang Zhang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Peng Wang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Zewei Ma (Nanjing University); Liwei Chen (Nanjing University); Qizhuo Xie (Nanjing University); Tieke He (Nanjing University)*
Deep Generative Replay for Continual Relation Extraction
Yu Xing (Nanjing University); Peng Wang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Xiaogang Zhang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Liwei Chen (Nanjing University); Zewei Ma (Nanjing University); Qizhuo Xie (Nanjing University); Tieke He (Nanjing University)*
Efficient Subgraph Matching with Adaptive Filtering and Core-Set Prioritization
Heng Xiao (Nanjing University of Science and Technology)*; Long Yuan (Nanjing University of Science and Technology); Zi Chen (Nanjing University of Aeronautics and Astronautics)
Graph Neural Network-Driven Ant Colony Optimization for Combinatorial Problems on Graphs
Yijin Xie (Laboratory for Big Data and Decision, National University of Defense Technology)*; Tianle Pu (Laboratory for Big Data and Decision, National University of Defense Technology); Li Zeng (Laboratory for Big Data and Decision, National University of Defense Technology); Chao Chen (Laboratory for Big Data and Decision, National University of Defense Technology); Pengfei Zhang (National Key Laboratory of Information Systems Engineering, National University of Defense Technology)
CXL Powered Memory Intensive Graph Processing: A Comprehensive Survey
Weibo Chen (Guangzhou University)*; Yuxuan Lu (Guangzhou University); Dian Ouyang (Guangzhou University); Guojie Ma (Shanghai University of International Business and Economics); Jinlong Li ( Guangzhou University)
Design and Implementation of a Graph Neural Network Framework for Crop Variety Classification Based on Complex Network Analysis
Zihan Shang(College of Resources and Environment, Nanjing Agriculture University); Bochang Jiang (School of Intelligent Computing Engineering, Tianjin Renai College); Yingkui Wang (School of Electrical and Information Engineering, Tianjin University)

SemiBDMA Workshop, [In Paris Hall]

Keynote: From RAG to KAG: Complex Reasoning Under the Structured Thinking Paradigm
Haofen Wang, Tongji University
Keynote: Uncertain Knowledge Graph
Tianxing Wu, Southeast University
MSPD: Large Language Model Parallel Speculative Decoding Method with Multi-level Early Exiting
Chenglin Han(Northeastern University); Deji Zhao(Northeastern University); Xingqi Li(Northeastern University); Jinyu Li(Dalian Maritimev University); Haoyu Yang(Northeastern University) and Xiang Haowen(Northeastern University)
A New Yi Font Generation using Diffusion Model
Zedong Li(Dalian Minzu University); Mengdi Li(Dalian Minzu University) and Bo Lu(Dalian Minzu University)
As AI Meets Gaokao: Fine-Tuning GPT-4o for Enhanced Performance in Objective Questions
Hu Shiye(Wenzhou-Kean University); Hu Xiaolong(Wenzhou-Kean University); Lai Shuhong(Wenzhou-Kean University) and Waqar Ali(Wenzhou-Kean University)
Scene-Aware Multi-Agents on Collaborative Retrieval Augmented Generation Model
Yuefeng Du(Liaoning University); Shurong Zhou(Liaoning University); Kaiming Zhang(Liaoning University); Xiaoguang Li(Liaoning University); Tingting Liu(Liaoning University) and Hongxin Yang(Liaoning University)
Cascaded dense networks for super-resolution of face images
Wei Wei(Weihai Ocean Vocational College);GuoGuo Shi(Chenghong Pharmaceutical (Weihai) Limited Liability Company);Zhaojie Qi(Rongcheng Municipal Committee of the Social Work Department);Yan Ma(Weihai Ocean Vocational College);Fangping Cai(Weihai Ocean Vocational College)
Image Super-Resolution via Dense Convolutional Neural Network in Curvelet Transform Domain
Kaibo Yang (Southwest Jiaotong University);Wei Wei(Weihai Big Data Intelligent Application Engineering Technology Research Center)
Design and Practice of Ship Real-time Collision Avoidance System Based on Artificial Intelligence
Yan Ma(Weihai Ocean Vocational College); Jing Wei(Weihai Ocean Vocational College); Qinqian Sun (Weihai Ocean Vocational College) and Wei Wei(Weihai Ocean Vocational College)
A Chinese Named Entity Recognition Approach with Multi-Head Attention
Guanfeng Li(Ningxia University); Yuhang Xiao(Ningxia University) and Dezhou Hu(Ningxia University)
A Feature-Clustering Algorithm Based on K-Medoids
Xuehao Zhang(Liaoning University); Yingjun Ji(Liaoning University); Xiwang Guo(Liaoning Petrochemical University) and Shujin Qin(Shangqiu Normal University)
Tilt Correction of Italic Character Images
Cuiping Liu(Dalian Minzu University); Cunrui Wang(Dalian Minzu University) and Bo Lu(Dalian Minzu University)

SRBDMA&GDMMA Workshop, [In Berlin Hall]

Keynote: Construction Methods of Knowledge Graph and Domain-Specific LLM for Coal Mine Rockburst
Linlin Ding, Liaoning University
Keynote: Large Model-Driven Cross-modal Knowledge Fusion and Collaborative Reasoning: Methods & Prospects
Minghe Yu, Northeastern University
Keynote: Rule Mining and Reasoning in Knowledge Graph
Jun Pang, Wuhan University of Science and Technology
DITS: Double Imputation for Enhanced Irregular Multivariate Time Series Classification
Shilong Deng (Shenzhen University); Hongting Qu (Shenzhen University); Zhenkun Wen (Shenzhen University)*; Shuyan Jin (Shenzhen Maternity & Child Healthcare Hospital); Ping Dai (Shenzhen University General Hospital)
Transmission Tower Inspection Drone Hub Deployment Optimization System Based on DeepSeek Large Language Model
Cheng Su (Aerospace Information Research Institute); Yang Yang (China Southern Power Grid Digital Platform Technology Company); Shijie Li (China Southern Power Grid Company Limited); Zixuan Zhao (Aerospace Information Research Institute); Shaohua Wang*
SGDA: Class Augmentation for Imbalanced Graph Learning at Scale
Zeshun Peng(Northeastern University)*; Chuhan Zhang(Northeastern University); Yanfeng Zhang(Northeastern University); Ge Yu(Northeastern University)
zkANN: Efficient and Verifiable ANN Search with Enhanced Data Privacy
Yang Liu(Renmin University of China);Linman Li(Renmin University of China); Jinchuan Chen(Renmin University of China)*
Text Classification Method Based on Hypergraph Convolutional Network and Attention Mechanism
Yifeng Xu(Wuhan University of Science and Technology); Xiaojie Chu(Wuhan University of Science and Technology); Xiaoli Lin(Wuhan University of Science and Technology); Quanxin Li(Wuhan University of Science and Technology); Ying Song(Wuhan University of Science and Technology); Shuang Li(Wuhan University of Science and Technology); Jun Pang(Wuhan University of Science and Technology)*
Enhancing Traffic Sign Detection with EEM-YOLO for Complex Scenarios
Jian Wang(Huzhou University)*; Xiulan Hao(Huzhou University); Qiang Gao(Huzhou University)
Knowledge Hypergraph Link Prediction Based on Attention and Relational Contrast Learning
Ying Song(Wuhan University of Science and Technology); ZhiFen Ma(Wuhan University of Science and Technology); XiaoLi Lin(Wuhan University of Science and Technology); XiaoJie Chu(Wuhan University of Science and Technology); YiFeng Xu(Wuhan University of Science and Technology); Shuang Li(Wuhan University of Science and Technology); Jun Pang(Wuhan University of Science and Technology)*
Multi-hop Reasoning Method Oriented Question Answering in Time-constrained Temporal Knowledge Graph
Yingping Su(Nanjing University of Aeronautics and Astronautics)*; Dechang Pi(Nanjing University of Aeronautics and Astronautics)
M4-Greedy: Visualization-Oriented Representative Selection of Time Series Data
Duosi Jin(Nanjing University of Aeronautics and Astronautics);Shuai Xu(Nanjing University of Aeronautics and Astronautics);Minhan Ju(The University of Sydneys)
MAD-GCN: Multi-Attention Diffusion based Graph Convolutional Network for Traffic Flow Forecasting.
Hao Wu (Nanjing University of Aeronautics and Astronautics); Changjie Wang (Nanjing University of Aeronautics and Astronautics); Junnan Zhuo (Nanjing University of Aeronautics and Astronautics); Bohan Li (Nanjing University of Aeronautics and Astronautics)

Friday, Aug 29th, 2025 @ 13:30 - 15:30

Data Mining 1, [In Madrid Hall]

Invited Talk 1: Multimodal Generation for Recommendation
Rui Zhang(Huazhong University of Science and Technology, China)
GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement
Yang Gao (University of Central Florida)*; Dongjie Wang (University of Kansas); Scott Piersall (University of Central Florida); Ye Zhang (Northeast Normal Univesrity); Liqiang Wang (University of Central Florida)
CPT: Competence-progressive Training Strategy for Few-shot Node Classification
Qilong Yan (Sun Yat-sen University); Yufeng Zhang (Institute of Automation,Chinese Academy of Sciences); Jinghao Zhang (Institute of Automation,Chinese Academy of Sciences); Jingpu Duan (Peng Cheng Laboratory); Jian Yin (Sun Yat-sen University)*
A Multi-level Debiasing Recommendation Framework Based on Causal Disentanglement
Sifeng Wang (Qufu Normal University); Junhang Yang (Qufu Normal University); Zhaoan Dong (Qufu Normal University)*; Jing Xiong (Qufu Normal University); Wanli Huang (Qufu Normal University); Chao Yan (Qufu Normal University)
MSKGEN: A Multi-Stage Knowledge Graph Embedding Network for Traffic Accident Severity Prediction
Xin Zhang (Chang’an University); Lili Pei (Chang’an University)*; Jun Hao (Chang’an University); Yansong Wang (Chang’an University); Yuzhan Gao (Chang’an University)
Direction-aware Attentive Hypergraph Learning for Knowledge Graph Completion
Haojie Nie (Northeastern University); Xiangguo Zhao (Northeastern University)*; Xin Bi (Northeastern University); Xin Yao (Northeastern University); Yongjiao Sun (Northeastern University); Zhixin Lv (Northeastern University)
Global-Memory and Local-Representation based Framework for Streaming Anomaly Detection
Yuejun Zhao (Sichuan University); Jiaxuan Xu (Sichuan University); Xinye Wang (Sichuan University); Chengxin He (Sichuan University); Shangyong Luo (JD); Rui Lin (JD); Lei Duan (Sichuan University)*
MAGMNet: Multi-scale Adaptive Graph-Based Time Series Anomaly Detection with Mamba
Luhang Wang (Nanjing University of Aeronautics and Astronautics); Jing Li (Nanjing University of Aeronautics and Astronautics)*; JinMeng Ye (Nanjing University of Aeronautics and Astronautics); Jiaqi Zhang ( Nanjing University of Aeronautics and Astronautics); Guanyu Cao ( Nanjing University of Aeronautics and Astronautics)
IAMIM: Interference-Aware Multi-Interest Modeling for Sequential Recommendation
MengYi Zhu (Soochow University); Wei Chen (Soochow University)*; XiaoFang Zhang (Soochow University); Li Zhang (Soochow University); Lei Zhao (Soochow University)
Up to Down: An Enhanced Approach for Improving GNN-Based Graph Anomaly Detection
shuhao wang (East China Normal University); xiaofeng he (East China Normal University)*; feng zhu (Postal Savings Bank Of China); jilun li (Shanghai Pudong Development Bank); linhai guo (Shanghai Pudong Development Bank)
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network
Yonggai Zhuang (Whu)*
IPFP: A Multivariate Time Series Forecasting Model with Individuality Prioritization and Fusion Postponement
Jianfu Li (Civil Aviation University of China); Liangqiang Zhao (Civil Aviation University of China); Sihua Gao (Civil Aviation University of China)*

Machine Learning 1, [In Rome Hall]

Invited Talk 2: Reasoning mechanism of Large Language Model
Yong Liu(Renmin University of China, China)
A Dual-Stage Framework Integrating LLM Summarization and Knowledge Graph Embeddings for Health Misinformation Detection
Zhiteng Song (Tianjin Normal University); Tongxuan Zhang (Tianjin Normal University)*; Liyang Zhang (Tianjin Normal University); Guiyun Zhang (Tianjin Normal University)
ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition
Zhe Cui (University College Dublin)*; Shuxian Zhang (Shandong University of Science and Technology); Kangzhi Lou (University College Dublin); Nam Tran (University College Dublin)
Multi-scale Long-range Attention Perception and High-frequency Boundary Guided for Camouflage Object Detection
Qiudong Yang (Nanjing University of Aeronautics and Astronautics)*; Dechang Pi (Nanjing University of Aeronautics and Astronautics)
Pioneer: A Method for Enhancing GPU Utilization in Workloads Through Potential-Aware Prioritization
Qing Guo (Beijing Institute of Technology); Wei Zhao (Dawning Information Industry Co., Ltd)*; Yuan Xie (Dawning Information Industry Co., Ltd); Tingting Zhao (Beijing Jiaotong University)
Propensity Scoring for Multi-instance Partial-label Learning
Hanjie Luo (Southwest Jiaotong University); Yu-Xuan Zhang (Southwest Jiaotong University)*; Zhengchun Zhou (Southwest Jiaotong University); Weisha Liu (Southwest Jiaotong University); Ming Li (Zhejiang Normal University)
Decision support system for stock trading based on priority box experience replay via Deep Q-Network
Yuxiao Yan (Northeastern University); Changsheng Zhang (Northeastern University)*; Bin Zhang (Northeastern University)
Path-Based Interesting Mining for Multimedia Recommendation
Ruoxi Li (Beijing University of Technology); Guangtai Zhao (Beijing University of Technology); Meng Jian (Beijing University of Technology)*; Lifang Wu (Beijing University of Technology)
Multi-level Disentangled Contrastive Collaborative Filtering
Yuanyuan Jin ( Zhengzhou University); Jiku Zhao (Zhengzhou University)*; Junqi Qian (Zhengzhou University); Shuo He ( Zhengzhou University); Yafei Li (Zhengzhou University); Mingliang Xu ( Zhengzhou University)
Wavelet-Enhanced Edge-Attention Multi-Graph Network: A Feature-Focused Approach for Anti-Money Laundering Detection
Yujin Wang (East China Normal University); Xiaofeng He (East China Normal University)*; Feng Zhu (Digital Currency Department Postal Savings Bank Of China); Jilun Li (Shanghai Pudong Development Bank); LinHai Guo (Shanghai Pudong Development Bank)
TCM-R1: Enhancing the Traditional Chinese Medicine Capabilities of Large Language Models through Group Relative Policy Optimization
Weiwei He (southwest University)*; Li Li (Southwest University)
Local Feature Saliency Enhancement for Scene Graph Generation
Yuanlong Wang (School of Computer and Information Technology,Shanxi University)*; Zhiwei Wu (School of Computer and Information Technology,Shanxi University); Hu Zhang (School of Computer and Information Technology,Shanxi University)

Information Retrieval and Knowledge Management 1, [In Berlin Hall]

Invited Talk 3: LLMs Meet Optimization: Reinventing Intelligent Scheduling with Language Models and Reinforcement Learning
Qian Zhou(Nanjing University of Posts and Telecommunications, China)
Enhancing Knowledge Tracing by Exploring the Difficulty-Ability Interaction Effect
Yao Li (Southwest University); Li Li (Southwest University)*
RCGRL:Reinforcement-Optimized Contrastive Graph Representation Learning for Social Recommendation
Jinqian Zhang (Bohai University)*; Xing Xing (Bohai University); Zhichun Jia (Bohai University); Mindong Xin (Bohai University); Mingze Li (Bohai University); Jiatong Li (Bohai University)
SynTSE: A Syntax-aware Generative Method for Topic-Stance Extraction
Jintao Wen (Wuhan University); Yongqi Li (Wuhan University); Shen Zhou (Wuhan University); Ming Zhong (Wuhan University); Yuanyuan Zhu (Wuhan University); Tieyun Qian (Wuhan University)*
Aggregation Enhanced Momentum Contrastive Learning for Unsupervised Cross-Modal Hashing
Bo Lu (Dalian Minzu University); Tianbao Zhao (Dalian Minzu University)*; Guiyuan Liang (Dalian Minzu University); Xueyan Ding (Dalian Minzu University); Cunrui Wang (Dalian Minzu University); Ye Yuan (Beijing Institute of Technology)
Comparative Analysis Vision of Worldwide AI Courses
Jianing Xia (Universal Higher Education)*; Amanda Li (Victoria University); Jingxian Cheng (Chang'an University)
DP-SAAM: Dynamic Proxy Nodes and Structure-Aware Adaptive Matching for Document-Level Event Extraction
GuoLiang Zhao (Northeast Forestry University); Shi Li (Northeast Forestry University)*; Meng Xu ( Northeast Forestry University)
Rules-Guided Retrieval-Augmented Generation for Temporal Knowledge Graph Reasoning
Kaijia Xu (Inner Mongolia Normal University); Lin Liu (Inner Mongolia Normal University)*; Hailong Wang (Inner Mongolia Normal University); Ruixin Shi (Inner Mongolia Normal University); Tianyuan Niu (Inner Mongolia Normal University); Anqi Ren (Inner Mongolia Normal University)
A Retrieval-enhanced Click Model for Web Search
Yao Li (Shanghai Jiao Tong University)*; Jianghao Lin (Shanghai Jiao Tong University); Weiwen Liu (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University)
Interactive Visual Cue Refinement for Multi-modal Named Entity Recognition
Yu Bai (School of Computer Science , Shenyang Aerospace University); Lianji Wang (School of Computer Science , Shenyang Aerospace University)*; Xiang Liu (School of Computer Science , Shenyang Aerospace University); Guiping Zhang (National and Local Joint Engineering Laboratory for Multilingual Collaborative Translation Technology)
Prior Knowledge Augmentation for Reinforcement Learning-based Knowledge Graph Reasoning
Yiyang Weng (Beijing University of Technology); Tong Li (Beijing University of Technology)*; Zifang Tang (Beijing University of Technology); Junrui Liu (Beijing University of Technology); Zhen Yang (Beijing University of Technology)
SemReFixNet: A Table Structure Recognition Method Integrating Semantic and Spatial Information
Yu Feng (Ningxia University)*; Fang Du (Ningxia University); JiaKun Li (Ningxia University); Hui Wang (Ningxia University); ZhiXu Li (Renmin University of China )

Graph Data Management and Analytics 1, [In Paris Hall]

Invited Talk 4: AI-assisted Subgraph Structural Pattern Analysis
Xiang Zhao(National University of Defense Technology, China)
Synergistic Knowledge Integration for Answering Complex Questions with Multiple Sources
Minhao Zhang (Peking University); Yanzeng Li (Peking University)*; Yongliang Ma (Langboat Technology); Ruoyu Zhang (Peking University); Lei Zou (Peking University); Ming Zhou (Langboat Technology)
Maximal Triangle-Connected D-truss Community Search in Dynamic Directed Graphs
Chuanyu Zong (Shenyang Aerospace University)*; Cunzhi Han (Shenyang Aerospace University); Rundong Fan (Shenyang Aircraft Corporation); Lei Zhang (Equipment Department of PLA Air Force in Shenyang); Tao Qiu (Shenyang Aerospace University); Rui Zhu (Shenyang Aerospace University); anzhen Zhang (Shenyang Aerospace University)
Online Many-to-One Task Assignment with Enhanced HST over Time-Dependent Road Networks
Di Chen (Northeastern University); Ye Yuan (Beijing Institute of Technology)*; Guoren Wang (Beijing Institute of Technology)
Graph-level Anomaly Detection with Dynamic Hetero-Adaptive Graph Neural Network
Yuan Li (North China University of Technology)*; Lukai Wang (North China University of Technology); Wei Song (North China University of Technology); Guoli Yang ( Advanced Institute of Big Data, Beijing, China ); Yuhai Zhao (Yuhai Zhao Northeastern University, China )
CSGD:Commonsense Knowledge Graph Completion Via Graph Densification and Subgraph Reasoning
Yufeng Wang (Soochow University); Jun Ma (University of International Relations); Jianfeng Qu (Soochow University); Yu Liu (University of International Relations)*; Yanmei Kang (University of International Relations)
Complex Relationship Modeling Based Method for Aspect Sentiment Triplet Extraction
Yining Rao (Tianjin University)*
Speeding up FaSTest: Parallel Cardinality Estimation of Subgraph Matching
Maoyin Ran (Nanjing University of Aeronautics and Astronautics ); Xinyi Fu (Nanjing University of Aeronautics and Astronautics ); Zhaokang Wang (Nanjing University of Aeronautics and Astronautics)*
MVSGAE: Multi-head Variational Signed Graph Auto-Encoder
Yonghe Gu (College of Computer Science and Technology, Jilin University, Changchun, China); Xueyan Liu (College of Computer Science and Technology, Jilin University, Changchun, China)*; Zhuoran Duan ( College of Computer Science and Technology, Jilin University, Changchun, China); Anchen Li (College of Computer Science and Technology, Jilin University, Changchun, China); Riting Xia (College of Computer Science, Inner Mongolia University, Hohhot, 010021, China); Bo Yang (College of Computer Science and Technology, Jilin University, Changchun, China)
SeqMTG: Sequential Multi-token Enhanced Temporal Graph Link Prediction
Haodan Ran (National University of Defense Technology); Yang Fang (National University of Defense Technology)*; Yang Sun (PLA Unit 32286); Jiuyang Tang ( National University of Defense Technology); Weiming Zhang ( National University of Defense Technology)
Query-centered Fairness-aware Maximum Clique Search in Dynamic Attributed Graphs
Jingwen Chen (Shandong University); Jianuo Xu (Shandong University); Xinrui Wang (Shandong University)*; Hong Gao (Zhejiang Normal University); Dongxiao Yu (Shandong University)

Complex Data Management, [In London Hall]

Invited Talk 5: Semi-Structured Data Compression
Shiyu Yang(Guangzhou University, China)
Reinforcement Learning-Enhanced Adaptive Buffer Replacement for Modern Databases
Sen Zhang (Sun Yat-sen University)*; Kaiqi Wu (Sun Yat-sen University); Zitong Chen (Sun Yat-sen University); Yubao Liu (Sun Yat-sen University)
LSM-Cache: An Efficient Log-Structured Merge Hybrid Key-Value Cache for Massive Small Objects
Gequan Mo (Shanghai Jiaotong University); Ranhao Jia (Shanghai Jiaotong University); Yunfei Gu (Shanghai Jiaotong University); Chentao Wu (Shanghai Jiaotong University)*
Monkey: Segmentation-based Lossless Floating-Point Compression
yexin Liu Lu (NingboTech University)*; Tongliang Li (The Institute of Applied Mathematics, Hebei Academy of Sciences, Shijiazhuang, China); Shi-ting Wen (NingboTech University, Ningbo, China); Junhu Wang (Griffith University, Australia); Huanyu Zhao (The Institute of Applied Mathematics, Hebei Academy of Sciences, Shijiazhuang, China); Fangyu Wu (Xian Jiaotong-Liverpool University, Suzhou, China); Juntao Yu (NingboTech University, Ningbo, China); Chaoyi Pang (NingboTech University, Ningbo, China)
Data Augmentation based Federated Client Selection with Bandit Approach
Duyu Chen (Huazhong University of Science and Technology)*; Ruixuan Li (Huazhong University of Science and Technology)
Text-to-Image Person Re-Identification via Optimal Transport-based Priority Distribution
Yihan Huo (School of Software Engineering, Dalian University); Rui Liu (Dalian University)*; Jing Dong (Dalian University); Pengfei Yi (Dalian University); Xiaoyong Fang (Hunan Institute of Technology); Ling Wang (Dalian University)
GRAY: Enhancing Few-Shot NL2SQL Translation through Incremental SQL Log-Based Demonstration Expansion
Zhuo Chen (China Mobile Information Technology Center); Kun Wu ( China Mobile Information Technology Center); Zhen Li ( China Mobile Information Technology Center); Yaxi Hou ( China Mobile Information Technology Center); Wenhu Yu ( China Mobile Information Technology Center); Zhongju Liu ( China Mobile Information Technology Center); Hangxuan Li (Fudan University)*; Zihang Liang (Fudan University); Haoyu Qin (Fudan University); Tonghui Ren (Fudan University); Zhenying He (Fudan University)
RS-Stega: A Token-Level Quality-Control Framework for Generative Text Steganography
Pengtao Wang (University of International Relations); Jianfeng Qu (Soochow University); Yu Liu (University of International Relations)*; Yanmei Kang (University of International Relations)
TrustGenTable: A Trusted Method for Generating Tabular Data
Mingkai Jiang (Heilongjiang University); Yongnan Liu (Heilongjiang University)*; Xinrui Wang (Shandong University)
Enhancing Merge-Based PLA∞ Compression under Higher Requirement for Data Precision
Lingyi Huang (Zhejiang Sci-Tech University); Huanyu Zhao (Hebei Academy of Sciences)*; Tongliang Li (Hebei Academy of Sciences); Shi ting Wen (NingboTech University); Chaoyi Pang (NingboTech University)
High-Performance Complex Event Matching over Out-of-Order Event Streams
Tao Qiu (Shenyang Aerospace University)*; Chenyang Cui (Shenyang Aerospace University); Yao Sun (Shenyang Aircraft Corporation); Chuanyu Zong (Shenyang Aerospace University); Anzhen Zhang (Shenyang Aerospace University)
Enhancing Data Compression through Vertical Distance-Based Piecewise Linear Approximation
Chenhui Mao (Zhejiang University )*; Jinqiu Yang (NingboTech University); Shi ting Wen (NingboTech University); Tongliang Li (Hebei Academy of Sciences); Huanyu Zhao (Hebei Academy of Sciences); Chaoyi Pang (NingboTech University)

Saturday, Aug 30st, 2025 @ 10:20 - 12:20

Industrial , [In Beijing Hall]

Invited Talk 6: Pretrained Model for Cross-Database Cardinality Estimation
Rong Zhu(Alibaba, China)
MLLM-Based Evaluation and Enhancement of Open-Set Object Detection Dataset Annotations
Xurui Gao (Brown University); Qingpeng Nong (Nanjing ZTE New Software Co., Ltd.); Xiugang Dong (Nanjing ZTE New Software Co., Ltd.); Hong Gao (Southeast University)*
BitalosDB: Partitioned Key-Value Storage Engine for Lower Write Amplification
Ruibo Xu (Zuoyebang Company)*; Wenwei Lu (Zuoyebang Company); Fu Xing (Zuoyebang Company); Jingchen Li (Zuoyebang Company); Fang Liu (Zuoyebang Company)
LLMATCH: a Unified Schema Matching Framework with Large Language Models
Sha Wang (Singapore Management University)*; Yuchen Li (Singapore Management University); Hanhua Xiao (Singapore Management University ); Bingtian Dai (Singapore Management University); Roy Ka-Wei Lee (Singapore University of Technology and Design); Lambert Deng (DBS Bank Limited ); Yanfei Dong (Paypal)
FasterTune: A New Paradigm for Database Tuning with Large Language Models and Bayesian Optimization
Xiaoqiang Chen (Nanjing University of Aeronautics and Astronautics, Zhongxing Telecommunication Equipment Corporation); Xinyuan Sun (Zhongxing Telecommunication Equipment Corporation); Bohan Li (Nanjing University of Aeronautics and Astronautics)*; Yaofeng Tu (Zhongxing Telecommunication Equipment Corporation); Xiugang Dong (Zhongxing Telecommunication Equipment Corporation)

Spatial and Temporal Data Management, [In Madrid Hall]

Invited Talk 7: Task Allocation in Spatial Crowdsourcing: Challenges, Techniques, and Applications
Yan Zhao(University of Electronic Science and Technology of China, China)
PTP-PGAT: Partition Transition Probability and Pretraining Graph Attention Networks for Trajectory Representation
Yulong Jiang (Shenyang Aerospace University); Yiming Xing (Shenyang Aerospace University); Jiajia Li (Shenyang Aerospace University)*; Jing Zhang (Shenyang Aerospace University); Ying Zhao (Shenyang Aerospace University); Anzhen Zhang (Shenyang Aerospace University)
Efficient Processing of Dynamic Rank-happiness Maximization Queries
Chaoyi Jiang (Nanjing University of Aeronautics and Astronautics); Jiping Zheng (Nanjing University of Aeronautics and Astronautics)*
A parameter efficient short-term metro inter-station flow forecasting model with MMoE
Qiong Yang (School of Computer Science, Hangzhou Dianzi University, Hangzhou); Xianghua Xu (School of Computer Science, Hangzhou Dianzi University, Hangzhou); Juan Yu (Zhejiang Normal University)*; Yi Chen (Department of Information and Design, Zhejiang Industry Polytechnic College)
Encoder-Decoder Driven Adaptive Multiscale-CNN Based Indoor Localization with WiFi Fingerprinting
Haobing Guo (Northeastern University); Xiushuang Yi (Northeastern University)*; Wanxin Zeng (Jilin University); Daoren Zhu (Northeastern University); Tengsheng Tu (Northeastern University); Rui Wang (Northeastern University)
HELM: Hybrid Spatial Index of Moving Objects at Large Scales Tuned with Multi-Agent Reinforcement Learning
Na Guo (Shenyang Aerospace University); Wenli Sun (Shenyang Aerospace University)*; Fei Cai (Shenyang Aerospace University); Yiming Xing (Shenyang Aerospace University); Xiufeng Xia (Shenyang Aerospace University)

Data Privacy and Trusted AI, [In Rome Hall]

PriTree: Accurate Range Queries via Hierarchical Prefix-sum under Local Differential Privacy
Shuyi Lang (Shandong University); Peng Tang (Shandong University)*; Ning Wang (Guangzhou University); Yiping Teng (Shenyang Aerospace University); Shanqing Guo (Shandong University)
ASFRA-DP: Learning-Based Federated Spatial Query Processing with Density-Aware Privacy
Yutong Xie (Soochow University); Qingzhi Ma (Soochow University)*; Wei Chen (Soochow University); An Liu (Soochow University); Lei Zhao (Soochow University)
SVD-based Trajectory Data Synthesis under Local Differential Privacy
Meifan Zhang (Guangzhou University)*; Zihao Zhang (Guangzhou University); Lihua Yin ( Guangzhou University)
An Efficient Federated Learning Privacy Preservation Method with Differential Privacy against Model Inversion Attack
Wang Bolun (Hangzhou Dianzi University); Wang Dong (Hangzhou Dianzi University)*
Improve Visual Grounding with Dynamic Gating and Dual Stream Attention
Qianqian Lin (Shenyang University of Technology); Xiaoxu Song (Shenyang University of Technology)*; Jing Shan (Shenyang University of Technology); jiaying wang (Shenyang University of Technology); Junyi Jiang (Liaoning Vocational and Technical College of Economics)
Counterfactual Adversarial Examples for Mitigating Privacy Risk in Adversarially Robust Models
Aohan Sun (Civil Aviation University of China); yanrong lu (Civil Aviation University of China)*; Wencheng Yang (University of Southern Queensland); Ji Zhang (University of Southern Queensland)

Data Management on New Hardwares, [In Berlin Hall]

NALI: NUMA-aware Adaptive Learned Index for In-Memory Multi-core Databases
Ruiben Zhou (Nanjing University); Yihuan Zhou (Nanjing University)*; Shenghao Liu (Huazhong University of Science and Technology); Meng Li (Nanjing University); Xianjun Deng (Huazhong University of Science and Technology); Haipeng Dai (Nanjing University)
SAHSCM: Self-Activating and High-Speed Cryptographic Module for SATA Bridge Systems
Yuxi Sun (Tianjin University); Jizeng Wei (Tianjin University)*; Chengqiang Zong (Shandong Huayi Microelectronics Technology copyright Co., Ltd); Tie Li (Shandong Huayi Microelectronics Technology copyright Co., Ltd); Suyan Zhu (Shandong Huayi Microelectronics Technology copyright Co., Ltd); Hui Du (Shandong Huayi Microelectronics Technology copyright Co., Ltd)
UltraZenFS: A User-Space File System for LSM-tree based Key-Value Stores on Small-Zone ZNS SSDs
Chunhui Zhu (Institute of Software, Chinese Academy of Sciences)*; Qiuming Tao (Institute of Software, Chinese Academy of Sciences); Qiming Zhou (Institute of Software, Chinese Academy of Sciences); Mingshu Li (Institute of Software, Chinese Academy of Sciences)
WROTree: Write and Range query Optimal Tree in Persistent Memory
Zhongbo Hu (Zhejiang Normal University); Lina Chen (Zhejiang Normal University)*; Jinbao Wang (Harbin Institute of Technology); Hong Gao ( Zhejiang Normal University)
Reducing Write Stall and Write Amplification for LSM-tree based Key-Value Stores Using a Hybrid Compression Strategy
Zhicheng Bu (Zhejiang Normal University); Jinbao Wang (Harbin Institute of Technology)*; Lina Chen (Zhejiang Normal University); Hong Gao (Zhejiang Normal University)
Balance Performance and Cost: A Cold/Hot Data Classification Algorithm for NVM-SSD hybrid
Tao Yu (Zhejiang normal University); Lina Chen (Zhejiang normal University)*; Jinbao Wang (Harbin Institute of Technology); Hong Gao (Zhejiang normal University)

Saturday, Aug 30th, 2025 @ 13:30 - 17:30

Query Processing and Optimization, [In Bejing Hall]

Invited Talk 8: Big Data Intellignet Governace: Chanllenges and Opportunities
Lu Chen(Zhejiang University, China)
Towards Efficient Graph Similarity Search in Cloud Environments
Yuzhan Gao (Chang'an University); Gang Liu (Baicheng Normal University); Mengxiang Wang (China National Institute of Standardization)*; Dong Wang (Chang'an University); Xin Zhang (Chang'an University); NINGNING CUI (Computer Science)
APO: Adaptive Pathway Optimization for Complex Query Tasks Based on KV-stores
Xiang Li (Taiyuan University of Science and Technology); Yanfeng Chai (Taiyuan University of Science and Technology)*; Qiang Zhang (North University of China); Jiake Ge (Tianjin University); Gaimei Gao ( Taiyuan University of Science and Technology)
LH-DPT: An Update Efficient Index for High-Dimensional Approximate Nearest Neighbor Search
Xinrui Guo (Northeastern University); Xianping Meng (Northeastern University); Na Guo (Shenyang Aerospace University)*
LSTM-based Query Performance Optimization in LSM-trees
Yuxin Guo (Jilin University); Shuhe Zhang (College of Software, Jilin University); Hongjuan Li (College of Computer Science and Technology, Jilin University); Hui Kang (College of Computer Science and Technology, Jilin University)*
Secure Location-Based Continuous Range Queries in Fog-based Cloud Computing
Yiping Teng (Shenyang Aerospace University); Siyu Duan (Shenyang Aerospace University)*; Haochun Pan (Shenyang Aerospace University); Bingfeng Yu (Shenyang Aerospace University); Luyao Han (Shenyang Aerospace University); Chunlong Fan (Shenyang Aerospace University)
RLGCNt: Cardinality Estimation based on Rank Gauss Transform Coding and Attention
Yutong Han (Dalian Minzu University)*; Zhengxuan Yang ( Dalian Minzu University); Jianxin Zhang (Dalian Minzu University)
Continuous Top-k Skyline Pairs Query Over Data Stream
Dahai Zhou (Shenyang Aerospace University); Jianxin Han (Shenyang Aerospace University); Sisi Lan Song (Liaoning Province Shiyan High School); Ying Wei (Shenyang Aircraft Corporation); Rui Zhu (Shenyang Aerospace University)*; Tao Qiu (Shenyang Aerospace University); Anzhen Zhang (Shenyang Aerospace University); Hong Jiang (Shenyang University of Technology)
Probabilistic Optimization of Top-k Aggregation in Distributed Environments
Hoang Dong (Shenzhen Institute of Advanced Technology, Chinese Academy of Science)*; MD Monjurul Karim (Shenzhen Institute of Advanced Technology, Chinese Academy of Science); Qu Qiang (Shenzhen Institute of Advanced Technology, Chinese Academy of Science)
ClassiCard: A Classifier Based Approach for Cardinality Estimation in Normalized Tables
Bingbing Xiang (Yunnan University); Huashuai Liu (Yunnan University); Xinran Wu (Yunnan University); Kun Yue (School of Information and Engineering, Yunnan University, Kunming, China)*
Meta-Transfer Routing in Dynamic Road Networks via Hierarchical Graph Embedding
Xue Wei (Northeastern University (China)); Junchang Xin (Northeastern University (China))*
A Data Organization Architecture for Efficient Transaction Processing and Approximate AP Query in HTAP Systems
Shengfei Shi (Harbin Institute of Technology)*; Baiwei Zhao (Harbin Institute of Technology); Xiaoxiao Xie (Harbin Institute of Technology); Kaiqi Zhang (Harbin Institute of Technology); Chao Yi (China North Vehicle Reserch Institute)

Data Mining 2, [In Madrid Hall]

Quadruple Modeling Network for Temporal Knowledge Graph Completion
Shaohai Lu (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China); Jianjun Cao (The Sixty-third Research Institute, National University of Defense Technology, Nanjing, China)*; Yue Xu (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China); Dechang Pi (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China)
Causal Inference for Alleviating Sequence Mutation in Sequential Recommendation
Sen Zhang (Sun Yat-sen University)*; Kaiqi Wu (Sun Yat-sen University); Chenhao Hu (Sun Yat-sen University); Mingxin Liu (Sun Yat-sen University); Yubao Liu (Sun Yat-sen University)
GraphADQ:Graph-Attentive Dual Deep Q-Network for Adaptive Community Detection
Jingsheng Zhang (College of Artifical Intelligence, China University of Petroleum, Beijing); Lumeng Chen (College of Artifical Intelligence, China University of Petroleum, Beijing); Liying Zhang (College of Artifical Intelligence, China University of Petroleum, Beijing)*; Yue Ren (School of Economics and Management, China University of Petroleum, Beijing); Xinzhu Zheng (School of Economics and Management, China University of Petroleum, Beijing)
A Novel Temporal Heterogeneous Graph Learning-Based Anomaly Detection Method for Industrial Chain Evolution
Xiaoxiao Gu (School of Computer Science and Engineering, Northeastern University, Shenyang 110819); Yongjiao Sun (School of Computer Science and Engineering, Northeastern University, Shenyang 110819)*; Anrui Han (School of Computer Science and Engineering, Northeastern University, Shenyang 110819); Xin Bi (School of Computer Science and Engineering, Northeastern University, Shenyang 110819); Kejun Bi (Sichun Changhong Electronic Holding Group Co., Ltd Mianyang, 621000, Sichuan); Shi Ying (School of Computing, Wuhan University, Wuhan 430072); Hangxu Ji ( School of Computer Science and Engineering, Northeastern University, Shenyang 110819)
Contrastive Learning of Graph Transformer on Heterogeneous Information Networks
Qiheng Mao (Zhejiang University)*; Jianling Sun (Zhejiang University)
TimeMultiformer: Attention-Based Collaborative Feature and Temporal Dependencies Learning for Multivariate Time Series Imputation
Zhaoqin Wang (Dalian Maritime University); Qian Ma (Dalian Maritime University)*; Hui Li (Dalian Maritime University); Qiao Ning (Jiangnan University); Furui Zhan (Dalian Maritime University); Shikai Guo (Dalian Maritime University)
Heterogeneous Graph-Enhanced Temporal Prediction with Adaptive Monitoring for Industrial Chain Data
Xinran Su (School of Computer Science and Engineering, Northeastern University, Shenyang 110819); Yongjiao Sun (School of Computer Science and Engineering, Northeastern University, Shenyang 110819)*; Hangxu Ji (School of Computer Science and Engineering, Northeastern University, Shenyang 110819)
Finding Maximum Common Subgraphs Efficiently Through Dynamic Bidirectional Vertex Selection
Yicheng HU (Hong Kong University of Science and Technology)*; Xibo Sun (Hong Kong University of Science and Technology); Qiong Luo (Hong Kong University of Science and Technology)
TD-LTNet: Temporal-Decay LSTM-Transformer Network for Mobile Video QoE Prediction
Linfang Peng (School of Computer Science and Technology, Soochow University); Guoquan Zhang (Beijing Xiaomi Mobile Software Co., Ltd.); Jin Qian (Hainan University); Yanjun Kang (Beijing Xiaomi Mobile Software Co., Ltd.); Fanxi Bi (Beijing Xiaomi Mobile Software Co., Ltd.); Pingfu Chao (School of Computer Science and Technology, Soochow University)*
FACKT: A Fault-Aware Model for Code Knowledge Tracing
Mengshuang Zhou (Chongqing University); Qing Zhou (Chongqing University)*; Wenyuan Xia (Chongqing University); Ying Jiang (Chongqing University); Cifa Lin (Chongqing University); Subo Zhao (Chongqing University)
UCPM-CPI: A United Co-location Pattern Mining Algorithm Based on Correlated Participation Index
Lijin Tang (Yunnan University); Lizhen Wang (Dianchi College)*; Dongsheng Wang (University of Electronic Science and Technology of China)

Machine Learning 2, [In Rome Hall]

Invited Talk 9: Scalable Video Analytics:Opportunity, Challenge, and Progress
Tianfei Zhou(Beijing Institute of Technology, China)
A Cross-modal Fusion Method for Short Video Fake News Detection via MambaFormer
Chunyu Zhang (Heilongjiang University); Liyuan Zhang (Heilongjiang University); Jiachen Ma (Heilongjiang University); Wei Zhang (Heilongjiang University); Yong Liu (Heilongjiang University)*
A Lightweight Pavement Defect Detection Method Based on Multi-Branch Attention with Contextual Guidance.
Keyan Cao(Shenyang Jianzhu University); Jiayin Chen(Shenyang Jianzhu University)*;Zhongyang Wang (Shenyang Jianzhu University); Xinlei Wang(Shenyang Jianzhu University)
A Hierarchical Reinforcement Learning Method based on Decision Frequency and Internal Reward Mechanism
Cong Wang (China University of Geosciences); Mingqiang Li (China University of Geosciences); Yuewei Wang (China University of Geosciences)*; Xiaopan Zhang (Wuhan University of Technology, China); Xiaohui Huang (China University of Geosciences); Binhao Li (Wuhan University of Technology, China); Jianxin Li (Edith Cowan University); Yunliang Chen (China University of Geosciences)
A Soluble Solids Content Prediction Method for Blueberries Based on Differential Enhancement and Multi-Scale Feature Fusion
Zhaokui Li (Shenyang Aerospace University)*; Bingxin Peng (Shenyang Aerospace University)
MedDPA: Multi-Scale Decomposition and Prototype-based Channel Aggregation for Medical Time Series Classification
Xiaotian Gu (East China Normal University)*; Pengfei Wang (East China Normal University); Yiqiao Wang (East China Normal University); Xiaoling Wang (East China Normal University); Tianwen Qian (East China Normal University)
Knowledge Graph and Hypergraph Enabled Semantic Modeling for Dual-Intent Recommendation
Xianji Cui (Dalian Minzu University)*; Jinhua Zhang (Dalian Minzu University); Yan Lan (Dalian Minzu University); Shan Huang (Dalian Minzu University)
GK-SMOTE: A Hyperparameter-free Noise-Resilient Gaussian KDE-Based Oversampling Approach
Mahabubur Rahman Miraj (Chongqing University)*; Hongyu Huang (Chongqing University); Ting Yang (Chongqing University); Jinxue Zhao (Chongqing University); Nankun Mu (Chongqing University); Xinyu Lei (Michigan Technological University)
Robust Ensemble Learning via t-Tilted Loss: A Noise-Resistant Framework
Junru Luo(Changzhou University)*;Xinyu Xu(Changzhou University);Wenya Shi(Changzhou University)
A Multi-Scale Dilated Convolution model with Edge Optimization for Crack Detection
Ao Yang (China University of Geosciences, School of Computer Science)*; Shaoqian Chen (China University of Geosciences, School of Computer Science); Kangfei Yao (China University of Geosciences, School of Computer Science); Xiaohui Huang (China University of Geosciences, School of Computer Science); Yuewei Wang (China University of Geosciences, School of Computer Science); Jianxin Li (Discipline of Business Systems and Operations, School of Business and Law Edith Cowan University); Yunliang Chen (China University of Geosciences, School of Computer Science)
A Deep Reinforcement Learning Framework for Denial Constraint Discovery
Di Wu (Northeastern University)*

Information Retrieval and Knowledge Management 2, [In Berlin Hall]

Invited Talk 10: Design and Knowledge Driven Agent
Meng Wang(Tongji University , China)
Generating Difficulty Controllable Multiple-Choice Question By Iteratively Guiding The Large Language Model
Hao Zhou (Southwest University); Li Li (Southwest University)*; Xiaofei Xu (RMIT University); Zhongwei Yin (Southwest University)
Research on a multi-modal entity alignment method based on neighborhood matching
Zhanghui Wang (Liaoning University)*; Fuzhuang Qian (Liaoning University); Linlin Ding (Liaoning University); Jinhua Wang (Liaoning University)
Multi-Granularity Knowledge Graph Entity Alignment via Semantic Clustering and Dynamic Collaborative Projection
Wei Yan (Liaoning University)*; TianTian Xu (Liaoning University)
MNS-EA: A Mixed Negative Sampling-based Entity Alignment Model
Yong Feng ( Liaoning University); Han Yan ( Liaoning University); Xinliang Xia (Liaoning University); Changshun Zhou (Soochow University); Yongxin Jia ( Liaoning University); Rongbing Wang ( Liaoning University); Hongyan XU (Liaoning University)*
Improving Continual Relation Extraction via Parameter Regularization and Dynamic Memory
Lijie Li (Harbin Engineering University;National Engineering Laboratory for Modeling and Emulation in E-Government)*; Rui Xue (Harbin Engineering University;National Engineering Laboratory for Modeling and Emulation in E-Government); Xiaodi Xu (Harbin Engineering University;National Engineering Laboratory for Modeling and Emulation in E-Government); Ye Wang (Harbin Engineering University;National Engineering Laboratory for Modeling and Emulation in E-Government); Qilong Han (Harbin Engineering University;National Engineering Laboratory for Modeling and Emulation in E-Government)
MultiRelE: Multi-relation Knowledge Graph Embedding Model
Hongyan Xu (Liaoning University);Yongxin Jia (Liaoning University)*; Han Yan (Liaoning University);Tingzhe Han (Liaoning University)
LE2C: LLM-Enhanced Event Evolutionary Graph for Explainable Classification
Jiayi Liang (East China Normal University); Shuchun Wu (Fudan University); Xiaoling Wang (East China Normal University)*; Junyu Niu (Fudan University)
Discrete Channel Mapping in Knowledge Distillation
Chong Zhang (Harbin Institute of Technology); Hongwei Liu (Harbin Institute of Technology); HongZhi Wang (Harbin Institute of Technology)*
Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation
Chenke Yin (Xi’an Jiaotong-Liverpool University)*; Fan Li ( Xi’an Jiaotong-Liverpool University); Jia Wang (Xi’an Jiaotong-Liverpool University); Dongxiao Hu (Xi’an Jiaotong-Liverpool University); Haichao Zhang (Xi’an Jiaotong-Liverpool University); Chong Zhang (Xi’an Jiaotong-Liverpool University); Yang Xiang (Xi’an Jiaotong-Liverpool University)
Dual-Stream Adaptive Retrieval and Hierarchical Agent Collaboration for Document Visual QA
Qin Fang (Central China Normal University); Ruixue Gou (Central China Normal University); Shiqi Liu (Central China Normal University); Minqi Song ( Central China Normal University); Pan Yuan (Central China Normal University); Xian Peng (Central China Normal University)*
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System
Lei Zheng ( Shanghai Jiao Tong University); Ning Li (SJTU); Chengguang Gan (Yokohama National University); Yong Yu (SJTU); Weinan Zhang (SJTU)*
Retrieval-based Knowledge Consistency Validation for Fake News Detection
Ruize An (Beihang University); Jingyuan Wang (Beihang University); Richong Zhang (Beihang University)*; Jing Zhang (Research Institute of Systems Engineering, the Academy Military Science); Ruipeng Luan (Unit 91550 of the PLA)

Graph Data Management and Analytics 2, [In Paris Hall]

Invited Talk 11: Cross-Modal Data Foundations for Transportation Optimization
Ziyi Liu(Hong Kong University of Science and Technology, China)
DCS-GCN: A Dual-Channel Social Graph Convolutional Network for Recommendation
Bin Li (Northeast Electric Power University)*; Shuangyou Li (Northeast Electric Power University)
DED: Integrating Degree Entropy and Dynamic Delay Mechanisms for Influence Maximization in Multilayer Networks
Zhongxia Li (School of Computer Science, South China Normal University)*; Weidong Chen (School of Computer Science, South China Normal University ); Yao Chen (School of Computer Science, South China Normal University)
ComIVY: Community-Driven Budgeted Influence Maximization via IVY Optimization
Yao Chen (School of Computer Science, South China Normal University)*; Weidong Chen (School of Computer Science, South China Normal University); Zhongxia Li (School of Computer Science, South China Normal University)
Enhancing Partial Evaluation Subgraph Matching Through Vertex Hotness Caching
Jinshuo Zhao (Tianjin University); Xin Wang (Tianjin University)*; Yang Liu (Tianjin University)
Fetan: Enhancing Few-Shot Classification on Text-Attributed Graphs with In-Context Learning of LLMs
Yun Zhang (School of Computer Science and Engineering, Northeastern University)*; Minghe Yu (Software College, Northeastern University); Jintong Sun (Software College, Northeastern University); Tiancheng Zhang (School of Computer Science and Engineering, Northeastern University); Ge Yu (School of Computer Science and Engineering, Northeastern University)
Graph Contrastive Anomaly Detection Based on Beta Wavelet Multi-GNNs
Yifan Song (Huazhong University of Science and Technology); Yu Yang (The Education University of Hong Kong); Kangzheng Liu (Huazhong University of Science and Technology); Feng Zhao (Huazhong University of Science and Technology)*
Adaptive Graph Contrastive Learning for Blockchain Smart Contract Vulnerability Detection
Junjie Zhou (Northeastern University); Xiangguo Zhao (Northeastern University)*; Xin Yao (Northeastern University); Xin Bi (Northeastern University); Ye Yuan (Beijing Institute of Technology)
CPGCN:Evolutionary Relationship Mining Framework for Ethnic Costume Elements
Shan Huang (Dalian Minzu University); Yanuo Li (Dalian Minzu University)*; Siheng Wu (Dalian Minzu University); Xiaodong Duan (Dalian Minzu University); Ruibo Li (University of California, Davis, College of Letters and Science)
Shilling Attacks on GNN-based Recommender Systems with Graph Contrastive Learning
Qixin Guan (Nanjing University of Science and Technology); Shunmei Meng ( Nanjing University of Science and Technology)*; Qianmu Li ( Nanjing University of Science and Technology); Xuyun Zhang (Australia School of Computing, Macquarie University)

Big Data Management, [In London Hall]

DC-Storage: A Fast Permissioned IoT Blockchain Storage with Decoupled Index
Haoyi Ding (Northeastern University); Zeshun Peng (Northeastern University)*; Gang Wang (Northeastern University); Xiaohua Li ( Northeastern University); Xiaomei Dong ( Northeastern University); Ge Yu (Northeastern University)
zkHARPS: A Decentralized Method for Cross-Chain Identity Aggregation and Privacy Proof
Hanyu Mao (Northeastern University)*; Tiezheng Nie (Northeastern University); Minghe Yu (Northeastern University); Xiaomei Dong (Northeastern University); Xiaohua Li (Northeastern University); Ge Yu (Northeastern University)
FLAR: Fibonacci-assisted Lightweight Anonymous Revocable Authentication Scheme in Industrial Internet of Things
Junfeng Tian (Hebei University); Jian Geng (Hebei University)*; Siyi Zhang (Hebei University)
RL-ABO: Adaptive Blockchain Control Parameter Optimization Method Based on Reinforcement Learning
Yunze Li (Beihang University)*; Shuyi Miao (Beihang University); Zishuai Zhang (Beihang University); Xinwei Xu (Beihang University); Wangjie Qiu (Beihang University); Zhiming Zheng (Beihang University)
ByzTierFL: A Tiered Approach to Byzantine Robust and Decentralized Federated Learning
Haokai Xu (Northeastern University)*; Xiaomei Dong (Northeastern University); Gang Wang (Northeastern University); Zeshun Peng (Northeastern University); Xiaohua Li (Northeastern University); Ge Yu (northeastern University)
Root Cause Localization Through Holistic Fault Propagation Perspective for Cloud-native Systems
ZeZhong Yan (Beijing University of Posts and Telecommunications); Haitao Zhang (Beijing University of Posts and Telecommunications)*
Reputation-based blockchain node reallocation in heterogeneous networks
Ziyao Wang (northeastern University)*; Xiaopeng Qiu ( Beijing Institute of Technology); Hengtai Zhao (Northeastern University); aoqian zhang (Beijing Institute of Technology); Ye Yuan (Beijing Institute of Technology)
Core-set Selection Considering Parties Honesty in Vertical Federated Learning
Jinlong Hong (Heilongjiang University); Yongnan Liu (Heilongjiang University)*; Xinrui Wang (Shandong University)
Auxiliary Variables Enhanced intra- and inter-Series Tokenization for Multivariate Time Series Forecasting
Linqiao Huang (Xihua University); Xi Li (Xihua University); Peng Chen (Xihua University)*; Ang Bian (Xihua University); Yibo Zhang (Xihua University); Xuelian Xie (Xihua University); Hong Xie (Xihua University)
QUEST: Query-Aware Learned Metric Index for Similarity Search
Hongzhao Liu (Northeastern University); Yaqi Wang (Northeastern University)*; Bin Wang (Northeastern University); Xiaochun Yang (Northeastern University); Boce Chu (54th Research Institute of China Electronics Technology Group Corporation); Jin Zhu (54th Research Institute of China Electronics Technology Group Corporation)
CFEO: Causal Feature Extraction and Optimization for Cross-Domain Text Classification
Yirong Zhang (Inner mongolia University); Yaozhang Han (Inner mongolia University); Rong Yan (Inner mongolia University)*
A Data-Balanced and Privacy-Preserving Incentive Mechanism for Federated Learning based on MADRL
Jialin Guo (School of Computer Science and Engineering, Central South University); Zanbo Sun (School of Computer Science and Engineering, Central South University); Shuai Mu (School of Computer Science and Engineering, Central South University)*; Zhanbin Li (KunGao Micro (JiangSu) Co., Ltd.); Anfeng Liu (School of Computer Science and Engineering, Central South University)