37th Australasian Database Conference, ADC 2026, Brisbane, QLD, Australia and Hengqin Island, China, December 15–17, 2026, Proceedings
Buch, Englisch, Format (B × H): 155 mm x 235 mm
Reihe: Lecture Notes in Computer Science
ISBN: 978-981-9291-07-6
Verlag: Springer
This book constitutes the refereed proceedings of the 37th Australasian Database Conference on Databases Theory and Applications, ADC 2026, held in Brisbane, QLD, Australia and and Hengqin Island, China, during December 15–17, 2026.
The 37 full papers, 6 demo papers, and 10 Shepherding papers presented in this volume are carefully reviewed and selected from 111 submissions. The papers of CDFC 2026 organized in topical sections as follows: Research Track Papers; Demo Track Papers and Shepherding Track Papers.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Informationstheorie, Kodierungstheorie
- Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken
Weitere Infos & Material
.- Research Track Papers.
.- Query-aware Routing for Filtered Approximate Nearest Neighbors Search.
.- Towards a First Step to Private Unlearning for Graph Neural Networks.
.- Visual Memory and Textual Alignment for Cross-Modal Few-Shot
Segmentation Segmentation.
.- CIRNet: Spectral Impulse-Response Forecasting for Single-Cell
Optogenetic Control.
.- HiQAN: High-Quality Entry Points for Efficient Parallel Nearest
Neighbor Search.
.- SBHA: A Scalable Benchmark for Hallucination Attacks in Large
Vision-Language Models.
.- TT-SAX: A Two-Track Time Series Symbolization for Natural
Language Shape Querying.
.- A Strict Hierarchy of Database Keys in Relational Databases.
.- Research on Personalized Local Differential Privacy Protection
Mechanism for Edge Computing.
.- When Pseudo-Cold Validation Leaks: Checkpoint Selection Fidelity in
Strict Item Cold-Start Recommendation.
.- EEMD-GCN-Transformer for Load Forecasting with Non-stationarity
and Multi-feature Correlations.
.- DeltaPlan: Contrastive Plan Evidence for LLM-Based Query Regression
Diagnosis.
.- Evaluating Cross-Sensor Super-Resolution for Agricultural Imagery:
Fidelity, Spatial Detail, and Vegetation Indices.
.- Parameter-Conditioned Normality Modeling for Manufacturing
Anomaly Detection.
.- TabTextRE: A Joint Table-Text Framework for Document-Level
Experimental Relation Extraction.
.- Cross-Namespace Permission Metadata Validation in Virtual Reality
Application Ecosystems.
.- A Controlled Comparison of Vector Quantizers for HNSW Search.
.- Safe Prediction-Aware Spatial Task Assignment with Unreliable Forecasts.
.- Structure-Aware DGGS Query Planning for Low-Altitude UAV
Trajectory Queries.
.- TrajDART: Differentiable Adaptive Rasterization with Teacher-Guided
Supervision for Trajectory Similarity Learning.
.- MT-SQD: An RL-based Agent for Multi-round Slow Query Diagnosis.
.- HC3-Bench: A Human-Centric Benchmark for Cross-View Consistency
of Vision–Language Models in Crowded Scenes.
.- MG-mambaST: Multi-Granularity Cross-City Traffic Prediction with
Mamba Acceleration.
.- 3D Plant Organ Instance Segmentation via Selective Adaptive Tuning.
.- Spectral Evidence-Guided Refinement for Mitigating Modality Imbalance.
.- Decoding versus Forecasting in Temporal Transcriptomic Data.
.- Incentive Mechanism Design for Remote Sensing Data Trading under
Multiple Identities.
.- Dependency-Aware Multiplex Heterogeneous Graph Convolutional
Networks.
.- An Explainable Machine Learning Framework for Chronic Kidney
Disease Classification in Diabetic Patients A Comparative and Ablation
Study.
.- Beyond Retrieval: Researcher-Aware Remote Sensing Data Product
Recommendation with Strict Novelty.
.- Late Materialization Without a Schedule: Budgeted Recommendation
of Remote Sensing Data Products.
.- ParaMotion-3K: A Video Question Answering Benchmark for Para Sports.
.- Relief-Adaptive Perceptual Hashing for Digital Elevation Models:
Blockchain-Backed Rights Registration in Remote Sensing Data Trading.
.- Robust Forex Fraud Detection under Noisy Supervision via
Label-Quality-Aware Learning.
.- Taxonomy-Guided Benchmarking of Jailbreak Robustness in Chinese
Large Language Models.
.- Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs.
.- Where to Put the Threshold: Calibration-Aware LLM Cascades for
Entity Matching.
.- Demo Track Papers.
.- Migrating Database Extensions with LLMs.
.- A Demonstration of Agentic Learning for Legal Debate Simulation
with Large Language Models.
.- AAT-Trace: Event-Oriented Trajectory Management and Decision
Provenance for Adaptive LLM Tutoring.
.- GrainData Fusion: Interactive Discovery and Evidence-Guided
Selection of Agricultural Trial Data.
.- The Temporal JSON Query Playground.
.- Evidence-Aware Ethiopian Traditional Medicine Knowledge Graph
with Retrieval-Augmented Natural-Language Querying.
.- Shepherding Track Papers.
.- Mind the State-to-Response Gap: Structured Reward Decomposition
for Personalized User Simulation.
.- Urban Sustainability Intelligence: A Multi-Dimensional Spatial
Analysis of London’s Borough-Level Inequality.
.- Shared-Witness Authorization for Multi-File Queries over Revocable
Hierarchical Encrypted Data.
.- Practical Multi-Version Searchable Encryption Scheme with Multi-User
Support.
.- Adapting Vision Foundation Models for Robust Barley Segmentation
in Field Conditions.
.- Blockchain-Assisted Tabular Data Watermarking for Data Sharing
Post-Access Accountability.
.- Unified Multi-Request Scheduling and Efficient Multi-Client
Coordination for Federated Unlearning.
.- Toward Evidence-Guided Selective Repair of LLM-Generated SQL: A
Framework and Pilot Study.
.- ReMA-FedRAG: Relation-Enhanced Multi-View Attention for
Federated Retrieval-Augmented Generation in Public Safety.
.- MOIC: A Hybrid Learned Index for Data of Complex Distribution.
