Reasoning Factual Knowledge in Structured Data with Large Language Models. - Sirui Huang; Yanggan Gu; Xuming Hu; Zhonghao Li; Qing Li 001; Guandong Xu (CoRR, 2024)

Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios. - Yunkai Dang; Mengxi Gao; Yibo Yan; Xin Zou 001; Yanggan Gu; Aiwei Liu; Xuming Hu (CoRR, 2024)

Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models. - Yanggan Gu; Junzhuo Li; Sirui Huang; Xin Zou 001; Zhenghua Li; Xuming Hu (ACL (Findings), 2025)

StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models. - Sirui Huang; Yanggan Gu; Zhonghao Li; Xuming Hu; Qing Li 001; Guandong Xu (ACL (Findings), 2025)

HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge. - Sirui Huang; Hanqian Li; Yanggan Gu; Xuming Hu; Qing Li 001; Guandong Xu (SIGIR, 2025)

HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge. - Sirui Huang; Hanqian Li; Yanggan Gu; Xuming Hu; Qing Li 001; Guandong Xu (CoRR, 2025)

InfiFPO: Implicit Model Fusion via Preference Optimization in Large Language Models. - Yanggan Gu; Zhaoyi Yan; Yuanyi Wang; Yiming Zhang; Qi Zhou; Fei Wu 001; Hongxia Yang (CoRR, 2025)

InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion. - Yuanyi Wang; Zhaoyi Yan; Yiming Zhang; Qi Zhou; Yanggan Gu; Fei Wu 001; Hongxia Yang (CoRR, 2025)