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Junlin Liu · Yifeng Cai · Shuai Wang · Zhineng Zhong · Shaofei Li · Jiacheng Liu · Yuanchun Li · Ziqi Zhang · Xiangqun Chen · Ding Li · Yao Guo
Ge Chang · Jinbo Su · Jiacheng Liu · Pengfei Yang · Yuhao Shang · Huiwen Zheng · Hongli Ma · Yan Liang · Yuanchun Li · Yunxin Liu
Integrating textual graphs into Large Language Models (LLMs) is promising for complex graph-based QA. However, a key bottleneck is retrieving informative yet compact subgraphs that fit the LLM context. Existing retrievers often struggle, relying either on shallow embedding similarity or costly in...