MONDAY 8:00 – 8:30
- Registration
Session Details
Session Details
MONDAY 8:30 – 12:15
- Workshop: DI 2026 (The 2nd Data Intelligence Workshop)
- Workshop: BDMS 2026 (The 12th International Workshop on Big Data Management and Service)
MONDAY 13:45 – 18:00
- Workshop: DI 2026 (The 2nd Data Intelligence Workshop)
- Workshop: BDMS 2026 (The 12th International Workshop on Big Data Management and Service)
- Workshop: GDMA 2026 (The 10th International Workshop on Graph Data Management and Analysis)
- Tutorial 1
- Continual Recommender Systems
- Seunghan Lee (Korea University), Seunghyun Baek (Korea University), Dojun Hwang (Korea University), Hyunsik Yoo (University of Illinois Urbana-Champaign), SeongKu Kang (Korea University)
MONDAY 18:00 – 20:00
- Welcome Reception
TUESDAY 8:00 – 8:30
- Main Conference Opening Ceremony
TUESDAY 8:30 – 9:30
- Keynote Address 1
- A Wakeup Call: The SSD Isn't the Bottleneck, We Are
- Viktor Leis (Technical University of Munich)
TUESDAY 9:30 – 10:45
- Research 1: Search and Recommendation (1)
- 868 - GeoPhrase Tree: An Efficient Index for Frequent Phrase Query over Spatio-Temporal Ranges
- 181 - Cluster-Guided Disentangled Representation for Cold-Start Cross-Domain Recommendation
- 527 - Causal Cross-Domain Sequential Recommendation with Preference Evolution
- 607 - A Syntax-Aware Dependency Parsing Framework for Mitigating Noisy Correspondence in Text-Based Person Search
- 836 - Efficient Personalized Reranking with Semi-Autoregressive Generation and Online Knowledge Distillation
- Research 2: Graph and Social Network (1)
- 269 - Beyond Similar Information: A Distinction-Preserving Framework for Graph Autoencoders
- 514 - NK-GAD: Neighbor Knowledge-Enhanced Unsupervised Graph Anomaly Detection
- 789 - DRDGRL: Dual-Relational Dynamic Graph Representation Learning for Delay-Sensitive Stock Trend Prediction
- 894 - PVGCL: Graph Contrastive Learning with Purified View Modeling for Spurious Link Detection
- 927 - Node Anomaly Detection via Multiscale Time-Frequency Fusion and Hidden Markov Generations in Complex Networks
- Research 3: Bio and Health Informatics (1)
- 288 - IncepFold: A Deep Learning Framework for 3D Genome Prediction in Diverse Plant Species
- 302 - A Cross-Modal Hierarchical Contrastive Learning Framework for Protein-Protein Interaction Prediction
- 436 - BioLemons: Latent Conditional Diffusion Model with VAE Embedding for Enhancing Spatial Transcriptomics
- 705 - COAT-GNN: Cooperative Attribute Learning and Topological Optimization for Protein-Protein Interaction Sites Prediction
- 948 - SparseDNA: Efficient Genomic Sequence Modeling via Sparse Experts in State Spaces
- Research 4: Query Processing and Optimization
- 138 - Online Estimation of Weighted Reachability Between Vertex Pairs with Edge Similarity Decay in Temporal Interaction Graphs
- 458 - Can Vision-Based Pretrained Models Help with Time Series Similarity Search under Elastic Distances?
- 591 - Diversified Top-k Optimal Routes with Collective Spatial Keywords in Road Networks
- 748 - TGA: Efficient Trajectory Approximate Top-k Query With High Precision
- 757 - SecKQL-Agent: A Real-World APT29 Events Benchmark and Framework for Reliable Text-to-KQL in Security Analytics
- Tutorial 2
- Efficient Compression and Queries of Large Graphs
- Fan Zhang (Guangzhou University), Qingshuai Feng (Great Bay University), Kai Wang (Shanghai Jiao Tong University)
TUESDAY 11:00 – 12:15
- Research 5: Search and Recommendation (2)
- 219 - GBCG: Granular Ball and Counterfactual Guided Profile Injection Attack in Recommender Systems
- 299 - RICE: Enhancing Transparency in Recommendation via Interaction-based Counterfactual Explanations
- 560 - Inter-Attribute Semantic Correlation-Guided Federated Recommender System Against Attribute Inference Attacks
- 577 - A Cognitive Distribution and Behavior-Consistent Framework for Black-Box Attacks on Recommender Systems
- 791 - Mitigating Popularity Bias for Two-sided Fairness via Dual-Teacher Distillation in Recommendation
- Research 6: Graph and Social Network (2)
- 19 - Graph Clustering with Scalable Graph Filters and View-specific Semantic Fusion
- 313 - DGTC: Dynamic Graph Transformer for Graph-Level Classification
- 82 - MACA: Multimodal Aspect-Based Sentiment Analysis with Dynamic Adaptive Attention, Contrastive Alignment, and LLM Augmentation
- 603 - DynSpectral: A Multi-Channel Temporal Spectral GNN with Frequency Decomposition for Dynamic Graphs
- 771 - Not All Neighbors are Temporally Relevant: An Adaptive Neighborhood Aggregation Framework for Dynamic Graph Embedding
- Research 7: RDF and Knowledge Graphs
- 55 - Knowledge Graph Completion via Centroid-driven Adaptive Type Information Capture Graph Attention Network
- 159 - Temporal Homogeneous and Heterogeneous Knowledge Joint Representation Driven by Lie Group
- 261 - Decomposing Complexity: A Difficulty-Aware Multi-Agent Framework for Open-Domain Knowledge Graph Construction
- 804 - MN-Cascade: Multi-hop Neighborhood-Aware Cascaded Reasoning for Knowledge Graph Completion
- 644 - DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment
- Research 8: Security, Privacy and Trust (1)
- 81 - Buster: Implanting Semantic Backdoor into Text Encoder to Mitigate NSFW Content Generation
- 694 - WISP: A Stealthy Word-level Backdoor Attack via Semantic Influence and LLM-Guided Injection
- 787 - Directional Flow Graph Framework for Detecting Known and Unknown Malicious Traffic
- 851 - PG-MoE: Provenance-based Intrusion Detection via Graph Mixture-of-Experts and Spatio-Temporal Contrastive Learning
- 92 - zkNAS: Secure and Efficient Outsourced-NAS with Zero-Cost Proxies
TUESDAY 13:45 – 15:15
- Research 9: Search and Recommendation (3)
- 83 - CAMeRA: A Mamba-based Context-aware Adaptive Multimodal Architecture for Sequential Recommendation
- 86 - Improving Question Recommendation through Oracle Recommendation Imitation
- 191 - FlowRec: Prior-Informed Flow Matching for Efficient Sequential Recommendation Generation
- 356 - HISIR: End2End Hierarchical Intent-based Sequential Recommendation
- 648 - Low-Rank Guided Attention with Wavelet Augmentation for Sequential Recommendation
- 880 - Beyond Static Representation: Coarse-to-Fine Dynamic Latent Reasoning for Sequential Recommendation
- Research 10: Data Mining and Knowledge Discovery (1)
- 91 - HIPPO: Enhancing the Table Understanding Capability of LLMs through Hybrid-Modal Preference Optimization
- 377 - HEADS: Temporal Observation Density Boosts Irregular Multivariate Time Series Forecasting
- 530 - Cart: A Future-Oriented Text Impacts Alignment Framework for Time Series Forecasting
- 542 - PyraTSG: A Hierarchical Scale Transition Framework for Dependency Modeling in Multivariate Time Series Forecasting
- 553 - Balancing Temporal and Inter-Variable Dependencies in Multivariate Time-Series Forecasting
- 125 - REFINE: A Resource-Efficient LLM-based Approach for Next Top-K POI Recommendation
- Research 11: Data-driven AI (1)
- 213 - Legal-AP: A Framework to Enhance LLM's Legal Reasoning via Knowledge Augmentation and Adapter-wise Parametric Fusion
- 369 - Retrieval-augmented Diffusion Language Model for Generative Commonsense Reasoning
- 679 - DMS-ToM: Enhancing LLMs' Theory of Mind via Dramaturgy-driven Mental-state Process
- 943 - Debiasing LLMs in Knowledge-Intensive Tasks via Information-Gain Guided Front-Door Adjustment
- 559 - MKLoRA: Multi-Knowledge Collaboration via Intermediate Representation Splitting of LoRA
- Research 12: Data Mining and Knowledge Discovery (2)
- 58 - Bridging Discrete Marks and Continuous Dynamics: Dual-Path Cross-Interaction for Marked Temporal Point Processes
- 209 - From Knowledge to Causality: Distilling Temporal Knowledge for Group-Wise Granger Causal Discovery
- 381 - A Non-Stationary Spatiotemporal Hawkes Process for Railway Delay Causality Learning
- 431 - SAGE-LLM: Spatially-Aware Generation and Explanation via Large Language Models for Imbalanced Spatial Data Classification
- 615 - Causal Inference Supervised Directed Knowledge Generation for Causal Discovery
- 803 - BRep-H: A Data-Centric Framework for Structured Language-Driven BRep Representation and Reconstruction
- Demo Session 1: Data Systems and Query Processing
- 1032- AutoASD: A Unified System for Anomalous Subgraph Discovery in Financial Networks
- 1036 - Notice-augmented Real-world Audit Report Generation by Large-scale Complex Tabular Data Understanding and New Fields Discovery
- 1039 - RAG-Cache: Efficient Query-Specific Knowledge Caching for Retrieval Augmented Generation
- 1041 - CCOptimizer: Resource Conffguration Optimizer for Model Cache Pool in Cloud
- 1042 - SQL-QMARS: A Query-Guided Multi-Agent Recommendation System for SQL
- 1043 - PJDL: Parallelizing Leapfrog Triejoin via Incremental Trie Construction and Dynamic Load Balancing
- Tutorial 3
- Advances in Real-Time Processing of Longitudinal Data: From Statistical and Deep Learning Methods to Applications
- Ying-Ren Chien (National Taipei University of Technology), Pavel Loskot (Zhejiang University-UIUC Institute), Yu Gao (Midea Group)
TUESDAY 15:30 – 17:00
- Research 13: Search and Recommendation (4)
- 87 - DiffKGR: Diffusion-based Virtual Edge Generation for Knowledge Graph Recommendation
- 115 - PLRF:A Personalized Learning Recommendation Framework Based on Federated Knowledge Graphs
- 275 - SeeKRec: Toward Semantic-empowered Knowledge-aware Recommendation
- 290 - PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-aware Recommendation
- 394 - Enhancing Item Understanding in Knowledge Graph-based Recommendation via Large Language Models
- 426 - Spurious Correlation Knowledge Graph Disentanglement for Multi-Behavior Recommendation
- Research 14: Data Mining and Knowledge Discovery (3)
- 375 - CTMamba: Cross-Temporal Fusion in a Hybrid Transformer–Mamba Architecture for Traffic Flow Prediction
- 517 - Dynamic Soft Contrastive Learning for Spatio-Temporal Forecasting
- 618 - Multimodal Crisis Classification via Graph Neural Networks
- 691 - LOSTFormer: Linear Orthogonal Spatio-Temporal Transformer with Learnable Rotation
- 815 - A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation
- 825 - The Power of Weighting: Multi-Teacher Distillation for Communication-Efficient Federated Learning
- Research 15: Graph and Social Network (3)
- 201 - Homophilic and heterophilic-Aware Multi-View Graph Clustering
- 277 - Untying the Knots of Heterophily in Hypergraphs via Mixed-Curvature Manifolds
- 773 - Towards Real-Time Maintenance of HNSW for ANN Search on Edge Devices
- 500 - All-or-Nothing: Towards Hyperedge-Consistent Node Classification
- 776 - HyReaL: Clustering Attributed Graph via Hyper-Complex Space Representation Learning
- 163 - Mitigating Generic Token Dominance in Cross-Domain Foundation Model for Text-Attributed Graphs
- Research 16: Data-driven AI (2)
- 280 - StableEKF-Transformer: Uncertainty-Aware State of Health Estimation with Dynamic Covariance Calibration and Diagonal Jacobian Parameterization
- 362 - STMHTNet: A Spatio-Temporal Masked Hourglass Transformer Network for Traffic Flow Forecasting
- 378 - NuTS: Non-uniform Sampling with Distance-Dependent Adaptive Fusion for Time Series Forecasting
- 495 - Harnessing Asynchrony to Balance Modalities in Multi-Modal Federated Learning
- 515 - Certified Pseudo-label Enhanced Active Learning Framework for Pattern Interest Evaluation
- 950 - Aspect-Oriented Prompt with Adaptive Cross-Modal Fusion for Multimodal Sentiment Analysis
- Demo Session 2: Domain-specific Intelligent Applications
- 1044- GeneDrug: A Retrieval Platform for Analyzing Gene-Drug Relations in Cancer
- 1046- SemInfer: Accelerating LLM-based Semantic Data Processing via Sparse Indexing
- 1047- MELT-Rec: A Meta-Learning-Based System for Tourism Recommendation
- 1050 - Investigating Machine Learning Models for Cardinality Estimation: An interactive Approach
- 1052 - Drug-Target Explorer: An Interactive System for Real-Time Extraction of Drug-Target Relationships Based on Large Language Models
- Tutorial 3
- Advances in Real-Time Processing of Longitudinal Data: From Statistical and Deep Learning Methods to Applications
- Ying-Ren Chien (National Taipei University of Technology), Pavel Loskot (Zhejiang University-UIUC Institute), Yu Gao (Midea Group)
TUESDAY 17:00 – 18:00
- Keynote Address 2
- AI Meets Graphs: From AI-Accelerated Graph Analytics to Graph-Enhanced Generation
- Wenjie Zhang (University of New South Wales, Sydney)
WEDNESDAY 8:30 – 9:30
- Keynote Address 3
- The Long Journey from Subgraphs to Autonomous Agents: Evolution of Graph Intelligence
- Wook-Shin Han (POSTECH Distinguished Professor)
WEDNESDAY 9:30 – 10:45
- Research 17: Data Mining and Knowledge Discovery (4)
- 96 - ClusterPatchTST: Uncertainty-Aware Causal Clustering for Heterogeneous Time Series Forecasting
- 417 - tsLLM-SG: Time Series Forecasting by Fine-Tuning LLMs with Dynamic Soft Prompts and Gated Frequency Transformation Adapters
- 439 - A Controllable Agentic Framework for Time-Series Data Synthesis in Few-Shot Scenarios
- 512 - TVMC: Target Variance Minimization Clustering in GEMS Latent Representation for Time Series Forecasting of Air Pollution
- 379 - Trans-RAG: Query-Centric Vector Transformation for Secure Cross-Organizational Retrieval
- Research 18: Graph and Social Network (4)
- 69 - Disentanglement-based Contrastive Learning and Optimization for User Identity Linkage
- 197 - Collaborative Pattern Mining in Activity Graphs
- 200 - Rumor Prevention: Approach of Minimizing the Competitive Influence of Unknown Rumors in Multi-layer Social Networks
- 297 - Explainable Team Formation by Integrating Skill Evolution and High-Order Collaboration
- 357 - SP-GCRL: Influence Maximization on Incomplete Social Graphs
- Research 19: Data-driven AI (3)
- 227 - Consensus-on-Graph: Plan-Driven Exploration and Consensus Decision-Making on Knowledge Graphs
- 276 - Cross-city Traffic Prediction with Semantic-Topological Decoupling and Spatial Attention Enhancement
- 546 - BackChainer: Backward Chaining over Graph for Integrating Structured Knowledge into Large Language Model Reasoning
- 550 - CoT-F: Leveraging Chain-of-Thought Families in Large Language Models for Complex Question Answering
- 667 - KGCRAG: An Adaptive Community Detection Framework for Robust Graph-Enhanced RAG
- Research 20: Data Mining and Knowledge Discovery (5)
- 278 - Fewer False Positives for Sparse Anomalies in Long Time-Series: Cross-Window Contrast and Cross-Level Discriminative Reconstruction
- 611 - MS-STNet: Multi-Scale Spatio-Temporal Modeling for Multivariate Time Series Anomaly Detection
- 722 - CGSTA: Cross-Scale Graph Contrast with Stability-Aware Alignment for Multivariate Time-Series Anomaly Detection
- 745 - Normal Invariant Representation Learning via Weight-guided Distribution Alignment for Open-set Anomaly Detection
- 759 - PAPT: Periodic-Aware Transformer with Polynomial Trend Fitting for General Time Series Forecasting
- Tutorial 4
- Trustworthy Foundation Models with a Data-Centric Approach
- Wenjie Fang (University of Science and Technology of China), Dan Li (Sun Yat-sen University), Jian Lou (Sun Yat-sen University)
WEDNESDAY 11:00 – 12:15
- Research 21: Data Mining and Knowledge Discovery (6)
- 494 - Adaptive GPU Compute Resource Allocation for Efficient High‐utility Itemset Mining
- 516 - Mitigating Negative Transfer in Cross-Domain Sequential Recommendation: Collaborative Memory and Gradient-Feedback Reweighting
- 723 - Multi-Agent Causal Reasoning for Suicide Ideation Detection Through Online Conversations
- 129 - TFMoE: Bridging Dual Domains for Long-term Time Series Forecasting via Adaptive Time–Frequency Modeling
- 167 - DiSRet: Directional Structure-aware Retentive Network for Long-term Time Series Forecasting
- Research 22: Graph and Social Network (5)
- 199 - ANS-CD: A Novel Label-Efficient Community Detection Approach via Active Node Selection
- 443 - Skyline Community Search over Edge-Attributed Bipartite Graphs
- 487 - SPGRF: A Structure-Preserving Graph Reduction Framework
- 578 - Hop-Constrained s-t Simple Path Enumeration: Towards Reducing Repeated Vertex Checks
- 621 - Constrained Reachability Queries on Hypergraphs
- Research 23: Security, Privacy and Trust (2)
- 158 - Is There a Structural Privacy Risk in Graph Prompting with LLMs?
- 525 - Efficient Single Server Private Information Retrieval without Preprocessing
- 533 - ACM: Defending Against Label-Only Membership Inference Attacks via Dynamic Adversarial Confidence Modification
- 795 - LFRkNN: Towards Leakage-Free Reverse k-Nearest Neighbor Queries on Encrypted Data
- 808 - Private Memory Under the Spotlight: Diagnosing and Defending User-Level Leakage in LLM-Augmented Systems
- Research 24: Graph and Social Network (6)
- 107 - Toward Generalizable Multi-Domain Graph Foundation Models via Dynamic Domain-Aware Feature Alignment
- 257 - G²rammar: Bilingual Grammar Modeling for Enhanced Text-attributed Graph Learning
- 862 - Unleashing the power of Pre-trained Graph Models in Federated Graph Learning
- 617 - Friend-aware Contrastive Learning with Aligned Social Graph for Social Recommendation
- 51 - Aggregate, Optimize, and Propagate: A Forward-Forward Algorithm Framework for Graph-Based Recommendation
WEDNESDAY 13:45 – 15:15
- Research 25: Search and Recommendation (5)
- 80 - DynamicPO:Dynamic Preference Optimization for Recommendation
- 139 - TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation
- 519 - Enhancing LLM-based Recommendation with Semantic-Aligned Collaborative Knowledge
- 592 - GNN4LMR: Profile Distillation Enhanced High-order Interactions for LLM-Based Recommendation
- 754 - CDDF: Confidence- and Divergence-Aware Dual-View Dynamic Fusion for Long-Tail Recommendation
- 777 - LLM-Enhanced Reinforcement Learning for Long-Term User Satisfaction in Interactive Recommendation
- Research 26: Information Extraction and Summarization (1)
- 63 - MORE-R1: Guiding LVLM for Multimodal Object-Entity Relation Extraction via Stepwise Reasoning with Reinforcement Learning
- 448 - Discrimination Matters: A Simple but Effective Method for Zero-Shot Relation Triplet Extraction
- 590 - Spatial Relation Extraction Using Type Correlation and Structural Constraints
- 857 - From Implicit Heuristics to Explicit Optimization: A Unified Framework for In-Context Relation Extraction
- 876 - Self-Supervised Learning for Sparse Matrix Reordering
- 921 - Document-level Relation Extraction with Bayesian-Adaptive Monte Carlo Tree Search
- Research 27: Text and Data Mining (1)
- 106 - Context–Relation Alignment in Document-Level Relation Extraction via Prompt Graphs
- 153 - Evaluating Scoring Bias in LLM-as-a-Judge
- 336 - Domain Adaptation Network with Dual-Encoder for Fake News Detection
- 657 - Beyond True Label: Label-Assumed Evidence Extraction for Personality Prediction
- 869 - Improving Multi-turn Dialogue Consistency with Self-Recall Thinking
- 557 - Fault-Tolerant Complex Event Matching Using K-NFA on Noisy Event Streams
- Research 28: Index and Storage Systems
- 205 - DCLex: An on-Disk Learned Index with Optimized I/O and Caching
- 344 - SL-Cache: Selective Learning Cache Eviction with Priority Retention for Hot Objects
- 429 - AdaSlice: Hotness-aware and Adaptive Slicing for Eviction Algorithms in Database Buffer Manager with Tiered Memory
- 475 - Workload-Aware DHB+Tree: A Dynamic B+-Tree Index for Persistent Memory
- 554 - LogTrie: Adaptive Trie-Structured Compression with Query Support for Streaming Logs
- 858 - Giant: An I/O-optimized Graph-based Index for High-dimensional Vector Search via Page Group Expansion
- Tutorial 5
- Reliable Visual Analytics with Dimensionality Reduction: Quality Evaluation and Interpretation of Projections
- Jeon Hyeon (Seoul National University), Takanori Fujiwara (University of Arizona), Rafael M. Martins (Linnaeus University)
WEDNESDAY 15:30 – 17:00
- Research 29: Search and Recommendation (6)
- 72 - Curr-RLCER: Curriculum Reinforcement Learning For Coherence Explainable Recommendation
- 296 - Mirror: Disentangling and Purifying Multimodal Information for Recipe Recommendation
- 338 - GenPlugin: A Plug-and-Play Framework for Long-Tail Generative Recommendation with Exposure Bias Mitigation
- 585 - C²-DiffMM: Cross-Conditioned Contrastive Diffusion for Multimodal Recommendation
- 595 - TIG-Diff: Temporal-Integrated Graph Diffusion for Ranking-Consistent Implicit Feedback Denoising in Recommendation
- 884 - Generative Representational Learning of Foundation Models for Recommendation
- Research 30: Information Extraction and Summarization (2)
- 20 - Event Category Discovery through Multi-Dimensional Event Feature Construction from Textual Structure
- 34 - Precedent Retrieval based In-Context Learning for Legal Rationale Generation
- 243 - Inductive Controlled Generation based on Adaptive Templates for Answering Subjective Product Questions
- 291 - DBEE: Dual-path Biomedical Event Extraction with Large Language Model
- 331 - Generative Query Augmentation with Dual-View Contrastive Learning for Dense Retrieval in Conversational Search
- 447 - GGEF: A framework for Automatic Extraction of Gene-Drug Relationships from Cancer Guidelines
- Research 31: Data Mining and Knowledge Discovery (7)
- 246 - FCRD: Forced-Choice Relation-based Diagnosis for Noncognitive Assessment
- 311 - A Spatio-Temporal Cognitive Graph-Enhanced Framework for Knowledge Tracing
- 421 - Spatio-Temporal Fusion in Graph Neural Network for Streaming Knowledge Tracing
- 602 - Mining Large Independent Sets on Massive Graphs
- 843 - Multi-domain Denoising for Attribute-aware Sequential Recommendation
- 936 - LACHT: An LLM-Aligned Cross-Hyperedge Tracer for Personalized Learning Path Planning in Programming
- Panel: Data Harness for Agentic LLMs
- Moderator: Seung-won Hwang (Seoul National University)
- Panelists: Victor Leis (Technical University of Munich), Wenjie Zhang (University of New South Wales), Meihui Zhang (Beijing Institute Technology)
- Tutorial 5
- Reliable Visual Analytics with Dimensionality Reduction: Quality Evaluation and Interpretation of Projections
- Jeon Hyeon (Seoul National University), Takanori Fujiwara (University of Arizona), Rafael M. Martins (Linnaeus University)
THURSDAY 8:30 – 9:30
- Research 32: Security, Privacy and Trust (3)
- 49 - DPSA: Deception Pattern Learning and Sentiment-Aware Enhancement for Unseen Misinformation Detection
- 62 - LLM-MRD:LLM-Guided Multi-View Reasoning Distillation for Fake News Detection
- 873 - Fake News Detection Based on Intremental Temporal Graph Modeling
- 660 - Enhancing Graph Reconstruction via Node Embedding Alignment
- Research 33: Data Mining and Knowledge Discovery (8)
- 574 - PLUGSI: Plug-and-Play Test-Time Graph Adaptation for Spatial Interpolation
- 480 - Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting
- 805 - LogicGate: Adaptive Rule-Based Modeling of Exogenous Effects for Time-Series Forecasting
- 143 - Zero-Shot Human Mobility Forecasting via Large Language Model with Hierarchical Reasoning
- Research 34: Bio and Health Informatics (2)
- 124 - Bridging LLMs and KGs: Data and Knowledge Adaptive Medical Reasoning for Med-VQA
- 681 - DMH-Net: Disentangled Multi-Atlas High-Order Representation Learning Network for Neurological Disorder Diagnosis
- 696 - Set-to-One Structured Captioning for Heterogeneous Nasal Image Collections via Spatio-Temporal Modeling and Clinical Knowledge Integration
- 874 - From Personal to Clinical: Personalisation and Depersonalisation for Explainable Depression Detection
- Research 35: Data Mining and Knowledge Discovery (9)
- 330 - RuleGF: Rule-Guided Graph Fusion for Link Prediction across Knowledge Graphs
- 347 - HFTS: Time-Span-Aware Historical–Future Modeling for Temporal Knowledge Graph Completion
- 316 - DSGCL: Dual Sampling with High-order Collaboration for Graph Contrastive Learning
- 470 - SemFuse: Aligning LLM Semantics with Graph Topology for Heterophilic Learning
THURSDAY 9:30 – 10:45
- Research 36: Machine Learning for Database
- 74 - ActiveDiag: Dynamic Fusion of Discrepancy and Uncertainty in Active Learning for Database Anomaly Diagnosis
- 122 - Q-Doctor: Retrieval-Augmented Diagnosis and Multi-Agent Correction for Query Performance Anomalies
- 307 - DBRooter: An Efficient Causal Root Cause Analysis Framework for Distributed Databases
- 730 - Accuracy-Aware Log Replay with Fine-Grained Prioritization for Real-Time Prediction Queries
- 778 - LLM-Driven Online Aggregation for Unstructured Text Analytics
- Research 37: Bio and Health Informatics (3)
- 352 - AURORA: An Adaptive Multi-Granularity Graph Learning Framework for Drug Repositioning
- 535 - PiM-X: Pathway-Guided Mamba State-Space Fusion for Interpretable Drug Response Prediction
- 640 - VoluAlign-DTA: Enhancing Prediction of Drug-Target Binding Affinity by Integrating Geometric Alignment with Dynamic Multimodal Management
- 792 - Multimodal Drug Recommendation with Quantum Chemical Molecular Representations
- 819 - Contrastive Graph View Alignment for Drug–Target Affinity Prediction
- Research 38: Distributed Ledger and Blockchain
- 185 - Ponzitracker: A General Detection Framework for Ponzi Scheme in Blockchains
- 952 - RVLLM-Bench: A Comprehensive Benchmark for Large Language Model Inference with RISC-V Vector Extension
- 939 - Point-Patch Transformer for Multivariate Time Series Forecasting
- 732 - ExperMatch: A Unified Benchmark for Bidirectional and Cross-Domain Expertise Matching
- 821 - An Effective Distributed Ride-Sharing Framework on Large-Scale Road Networks
- Research 39: Cloud Data Management
- 4 - ZTune: Model-Assisted Reinforcement Learning for Executor Tuning on Ad Hoc Spark SQL Query
- 145 - P-Raft: Distributed Consensus with Predictive Optimization Under Cross-Domain Sites
- 454 - CoPA–Fed: A Federated Reliability Auditing System under Biased Client Participation
- 409 - FSEM: Few-Shot Entity Matching using Multi-Loss Adversarial Training with Multi-Attention Masking
- 639 - DPC-Net: A Decouple-Predict-Correct Framework for Long-term Time Series Forecasting
THURSDAY 11:00 – 12:15
- Industry 1: Information Retrieval and Knowledge Discovery (1)
- 978 - Adaptive Piece-wise Space-filling Curves for Dynamic Query Workloads
- 1002 - FORCE: A Benchmark for Formula Reasoning and Comprehension in Academic Papers
- 1005 - KCoEvo: A Knowledge Graph Augmented Framework for Evolutionary Code Generation
- 1022 - CRAG: Causality-Aware Retrieval-Augmented Generation for Budget Auditing QA
- 1023 - Efficient Moving-Together-Patterns Discovery from Large-Scale Travel Data
- Research 40: Bio and Health Informatics (4)
- 40 - NeuroCEA: Cross-domain Embedding Augmentation with Contrastive Knowledge Distillation for Electrophysiological Time Series Representation
- 298 - S³D-Net: Learning Disentangled Subject-Invariant Representations for EEG Sleep Staging via Spectral-Spatial-Sequential Feature Fusion
- 551 - Retrieval-Augmented Multi-Modal Representation Learning for ECG Analysis
- 727 - DeFuseMod: A Disentangle-and-Fuse Model for Dual-Domain Self-Supervised EEG Representation Learning
- 790 - From Heterogeneity to Harmony: Universal Pretraining for EEG-Based Emotion Recognition
- Industry 2: Mining and Machine Learning
- 977 - Eureka: Intelligent Feature Engineering for Enterprise AI Cloud Resource Demand Prediction
- 1006 - T2D-CNet: A Temporal-aware Decoupling and Data-aware Debiasing Coordination Network for Personalized Call Timing at Scale
- 1008 - SkillPrice: Semantic Skill Hierarchical Reinforcement Learning for Interpretable E-commerce Dynamic Price Recommendation
- 1011 - ENDeliver: An Energy-Aware Framework of Large Spatio-temporal Model for E-Bike Delivery Route Planning
- 1017 - Large Language Model-enhanced Dense Retrieval for Food-related Search on Meituan
- Research 41: Data Mining and Knowledge Discovery (10)
- 202 - Traversability-enhanced Long-range Trajectory Recovery with Motion-variation Modeling
- 622 - Lite-DRTG: A Lightweight Diffusion-based Trajectory Generation for Real-Time Mapless Navigation
- 670 - Structure-Adaptive Clustering via Multi-Scale Ellipsoidal Granules
- 312 - DAED: Dynamic Additive Effect Decomposition for Interpretable Time Series Forecasting
THURSDAY 13:45 – 15:15
- Research 42: Data Mining and Knowledge Discovery (11)
- 741 - ForceTraj: Modeling Realistic Intention and Heterogeneous Interactions for Multi-Modal Trajectory Prediction
- 325 - MSRTUL: A Multiscale Semantics-Relationships Fusion Representation Model for Trajectory-User Linking
- Research 43: Text and Data Mining (2)
- 189 - Task-Aware Text Graph Structure Learning for Semi-Supervised Text Classification
- 471 - Bridge-SQL: Bridging Single- and Multi-Turn Text-to-SQL via Preference-Aligned Question Rewriting
- 476 - MAC-NER: Multi-Agent Collaborative Framework for Educational Named Entity Recognition
- 483 - NCPT: Feature-Aligned New Classifier Initialization for Incremental Named Entity Recognition
- 541 - Dual-Verbalizer with Label Correlation Modeling for Few-Shot Multi-Label Text Classification
- 718 - Linguistically Informed Graph Model and Semantic Contrastive Learning for Korean Short Text Classification
- Research 44: Data Quality and Credibility
- 148 - Distribution-Preserving Imputation for Multimodal Conversational Data via Structurally-Aware Latent Diffusion
- 248 - Automatic String Data Validation with Pattern Discovery
- 388 - AP-Shapley: Efficient Shapley Value Computation for Federated Learning Contribution Evaluation via Adaptive Pruning
- 633 - Discovering Approximate Functional Dependencies using Correlation Measures
- 802 - Community-Aware Graph Contrastive Learning for Long-Tail Crowdsourcing Truth Inference
- 930 - Lightweight Time Series Data Valuation on Time Series Foundation Models via In-Context Finetuning
- Industry 3: Information Retrieval and Knowledge Discovery (2)
- 964 - Beyond Residuals: A Progressive Semantic-Preserving Quantization Approach for Recommendation
- 974 - Generative Store Retrieval in Taobao Search
- 995 - Counterfactual Reasoning for Weak Interest Overfitting in Sequential Recommendation via Interest Segmentation
- 1015 - Beyond the Trigger: Learning Collaborative Context for Generalizable Trigger-Induced Recommendation
- 968 - NICE: Neighborhood-Consistent Counterfactual Generation for Minority Class Augmentation
- 985 - PBRaft: A Scalable and Workload-Adaptive CFT Consensus Protocol for Permissioned Blockchain