| Graph-Augmented Language Models for Strategic Reasoning: A Hybrid Retrieval Framework |
Yiming Lei(Tianjin University);Peixi Zhou(Tianjin University);Xikuan Yuan(Tianjin University);Penglin Ge(Tianjin University);Xin Wang(Tianjin University) |
| Efficient Subgraph Matching with Adaptive Filtering and Core-Set Prioritization |
Heng Xiao (Nanjing University of Science and Technology)*; Long Yuan (Nanjing University of Science and Technology); Zi Chen (Nanjing University of Aeronautics and Astronautics) |
| CXL Powered Memory Intensive Graph Processing: A Comprehensive Survey |
Weibo Chen (Guangzhou university)*; Yuxuan Lu (Guangzhou university)*; Dian Ouyang (Guangzhou university); Guojie Ma (Shanghai University of International Business and Economics); Jinlong Li (Guangzhou university) |
| GrowCap: Lightweight Image Captioning with Enhanced Hard Prompts |
Haowen Tian (Dalian Maritime University); Bo Ning (Dalian Maritime University)*; Xin Zhou (Dalian Maritime University) |
| Graph Neural Network-Driven Ant Colony Optimization for Combinatorial Problems on Graphs |
Yijin Xie (Laboratory for Big Data and Decision, National University of Defense Technology)*; Tianle Pu (Laboratory for Big Data and Decision, National University of Defense Technology); Li Zeng (Laboratory for Big Data and Decision, National University of Defense Technology); Chao Chen (Laboratory for Big Data and Decision, National University of Defense Technology); Pengfei Zhang (National Key Laboratory of Information Systems Engineering, National University of Defense Technology) |
| Fine-Grained Prototype-Augmented Named Entity Recognition |
Yu Xing (Nanjing University); Xiaogang Zhang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Peng Wang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Zewei Ma (Nanjing University); Liwei Chen (Nanjing University); Qizhuo Xie (Nanjing University); Tieke He (Nanjing University)* |
| Deep Generative Replay for Continual Relation Extraction |
Yu Xing (Nanjing University); Peng Wang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Xiaogang Zhang (Jiangsu Tongxingbao Intelligent Transportation Technology Co., Ltd); Liwei Chen (Nanjing University); Zewei Ma (Nanjing University); Qizhuo Xie (Nanjing University); Tieke He (Nanjing University)* |
| Evaluating Reasoning Capability of Large Language Models on Chinese Agricultural-Aware Textual Datasets: A Preliminary Study |
Yujie Song (Southwest University)*; Yongpan Sheng (Southwest University) |
| Design and Implementation of a Graph Neural Network Framework for Crop Variety Classification Based on Complex Network Analysis |
Zihan Shang (Nanjing Agriculture University);Bochang Jian (Tianjin Renai College);Yingkui Wang (Tianjin University) |
