Workshop Program

Workshop Date: August 28, 2025 (afternoon)

Workshop Venue: Shenyang, China — APWeb-WAIM 2025

Time Session
13:30 – 13:40 Opening Remark
13:40 – 14:15 Invited Talk 1: Advancements in Federated Learning: Optimizing Quality and Efficiency
Prof. Zhe Xue
14:15 – 14:50 Invited Talk 2: Learning Graph from High-dimensional Data
Prof. Beilun Wang
14:50 – 15:10 Tea Break and Group Photo
15:20 – 15:30 Paper: Graph-Augmented Language Models for Strategic Reasoning: A Hybrid Retrieval Framework
15:30 – 15:40 Paper: Evaluating Reasoning Capability of Large Language Models on Chinese Agricultural-Aware Textual Datasets: A Preliminary Study
15:50 – 16:00 Paper: GrowCap: Lightweight Image Captioning with Enhanced Hard Prompts
16:00 – 16:10 Paper: Fine-Grained Prototype-Augmented Named Entity Recognition
16:20 – 16:30 Paper: Deep Generative Replay for Continual Relation Extraction
16:30 – 16:40 Paper: Efficient Subgraph Matching with Adaptive Filtering and Core-Set Prioritization
16:50 – 17:00 Paper: Graph Neural Network-Driven Ant Colony Optimization for Combinatorial Problems on Graphs
17:00 – 17:10 Paper: CXL Powered Memory Intensive Graph Processing: A Comprehensive Survey
17:10 – 17:20 Paper: Design and Implementation of a Graph Neural Network Framework for Crop Variety Classification Based on Complex Network Analysis

Note: Each paper will be given 10 minutes for presentation and Q&A.

Please also refer to the program of the APWeb-WAIM main conference.