Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning. - Junming Liu; Siyuan Meng; Yanting Gao; Song Mao; Pinlong Cai; Guohang Yan; Yirong Chen; Zilin Bian; Botian Shi; Ding Wang (CoRR, 2025)

FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments. - Junming Liu; Guosun Zeng; Ding Wang; Yanting Gao; Yufei Jin (CoRR, 2025)

Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments. - Junming Liu; Yanting Gao; Siyuan Meng; Yifei Sun; Aoqi Wu; Yufei Jin; Yirong Chen; Ding Wang; Guosun Zeng (CoRR, 2025)

Boosting Adversarial Transferability via Commonality-Oriented Gradient Optimization. - Yanting Gao; Yepeng Liu; Junming Liu; Qi Zhang 020; Hongyun Zhang; Duoqian Miao 001; Cairong Zhao (CoRR, 2025)