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Author:   Renata Borovica-Gajic ,  Arijit Khan ,  Bolong Zheng ,  Xiaoyang Wang
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
ISBN:  

9789819561957

ISBN 10:   9819561957
Publication Date:   14 February 2026
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Forthcoming
Availability:   Not yet available  
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Table of Contents

.- Research Track Papers. .- Parameter-Efficient Wheat Disease Segmentation. .- Computing Historical k-core in Parallel. .- Augment to Segment: Tackling Pixel-Level Imbalance in Wheat Disease and Pest Segmentation. .- An Experimental Study of Graph Pattern Mining Systems. .- Distributional Offline Reinforcement Learning for Recommender Systems. .- Importance Sampling Facilitates Ensemble Adversarial Transferability. .- Pursuit of Truth: Incentive Mechanism Involving Privacy Demands in Mobile Crowdsourcing. .- Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents. .- An Extensible Benchmark for Value Ambiguity Resolution in Text-to-SQL. .- A Simple and Effective Index for Querying Large Quasi-Cliques. .- Dynamic Orchestration of Multi-Agent System for Real-World Multi-Image Agricultural VQA. .- XEvalAD: An Explainable Evaluation Framework for Anomaly Detection via Item Response Theory. .- From Exploratory Heuristics to Exact Search: Accelerating Maximum Common Subgraph Algorithms. .- PPPR: Accelerating Probabilistic Reverse Top-k Queries via Clustering and Cluster-Aware Threshold Estimation. .- ReaCH-TGN: Contrastive Hop- and Time-Aware Temporal Graph Network for Reachability Prediction. .- Privacy-Preserving Graph Data Deduplication for Deep Graph Learning. .- S2Q: Teaching Language Models New Facts Through Knowledge Graph Instruction Synthesis. .- The Parameterization Gap: Backtracking Multimodal NL2PSQL. .- Balanced Popularity in Multi-Product Billboard Advertisement. .- Federated Learning for Computing Power Network: A Latency Optimization Scheduling Framework based on Deep Reinforcement Learning. .- Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology Distillation. .- ReaKase-8B: Legal Case Retrieval via Knowledge and Reasoning Representations with LLMs. .- Shepherding Track Papers. .- Online Adaptive Rumor Blocking with Pertinence Set. .- LLM-Enhanced Processing of Complex Spatial Queries. .- Advancing Spatial Keyword Queries: From Filters to Unified Vector Embeddings. .- SQL-to-Text Generation with Weighted-AST Few-Shot Prompting. .- FusionSHAP: Window Level Shapley Explanations with Semantic and Physical Fusion for STGNNs. .- LHATM: LLM-Guided Hierarchy-Aware Topic Modeling Framework. .- Efficient Algorithms for Multi-Criteria Clique Discovery in Multilayer Graphs.

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