Web and Big Data

.- Big Data Management.

.- Reputation-based Blockchain Node Reallocation in Heterogeneous Networks.

.- Core-set Selection Considering Parties Honesty in Vertical Federated Learning.

.- Auxiliary Variables Enhanced intra- and inter-Series Tokenization for Multivariate Time Series
Forecasting.

.- QUEST: Query-Aware Learned Metric Index for Similarity Search.

.- CFEO: Causal Feature Extraction and Optimization for Cross-Domain Text Classification.

.- A Data-Balanced and Privacy-Preserving Incentive Mechanism for Federated Learning based on
MADRL.

.- LLM for Data Management.

.- Word Pair Information is Important for Nested Named Entity Recognition.

.- KAN-Based Dynamic Relational Meta-Learning for Few-Shot Knowledge Graph Completion.

.- Contrastive Learning Enhanced Semi-supervisedAnomaly Detection.

.- Personalized text-to-image generation using semantically enhanced diffusion models.

.- MIMIC-RxBench: Benchmarking Large Language Models for Prescription Error Classification.

.- Evaluating the Performance of Large Language Models on a Multi-label Classification Task.

.- Prompt-Partitioned Multi-Task Learning for Universal Sentence Representations.

.- Information Retrieval.

.- Resolving Memory Challenges in Cluster Computing Systems Via StratifiedAsymptotic Sampling for
Big Data Classification.

.- Optimizing Real-time Complex Event Processing Parameter-driven Selection Policy.

.- Frame-wise Multimodal Retrieval in Video Corpus with Contrastive Learning.

.- Dynamic Hybrid Retrieval for Materials Science: Optimizing Information Systems for Numerical and
Symbol-Intensive Knowledge Processing.

.- Efficient High Utility Co-location Pattern Mining under Positive and Negative Utility Constraints.

.- LFS: Efficient Account Migration across Sharded Blockchains via Lock-Free Scheduling.

.- ProteinMM:Adaptive Multi-View and Task-Grouped Evolutionary Learning for Prediction of Protein
Structural Features.

.- SFusionNet: Airport Passenger Flow Prediction Model Based on Fusion Network.

.- Demonstration Paper.

.- SocialED:APython Library for Social Event Detection.

.- Demonstrating SpectralCrawler: a Framework for Physical-based Integration of Heterogeneous
Ground Object Spectral Libraries from the Web.

.- INRCM:An Improvable Neighbor Relationship's Co-location Miner.

.- Demonstrating an Efficient System for Fast Processing and Visualization of BigAirborne Full
Waveform LiDAR Data.

.- APES: Interactive Pattern Mining System Based on Cross-Entropy Probability Modeling.

.- Antigen: HighwayAbnormal Event Detection System Driven by Roadside Edge Computing.

.- Egret: Massive Highway Monitoring Time Series Data Sharing System.

.- A Privacy-Preserving Semantic Trajectory Query System in Cloud-Fog Collaborative Environments.

.- DCPCPM:AMiner For Discovering Concise Prevalent Co-location Patterns.

.- SPUS-Agent: LLM-Based Intelligent Agent for Subjective Perception of Urban Streets.

.- KIMII: ASystem for Highway Key Information Identification and Multi-Source Data Integration.

.- SHMComp:AMultifunctional System for Highway Structural Health Monitoring Data Compression.

.- VEkNN:Verifiable and Encrypted kNN Search over High-Dimensional Vectors.

.- Industry Paper.

.- MLLM-Based Evaluation and Enhancement of Open-Set Object Detection DatasetAnnotations.

.- BitalosDB: Partitioned Key-Value Storage Engine for Lower WriteAmplification.

.- LLMATCH: aUnified Schema Matching Framework with Large Language Models.

.- FasterTune: A New Paradigm for Database Tuning with Large Language Models and Bayesian
Optimization.