ML Anthology

Xu, Binqian

3 publications

ICCV 2025 Tensor-Aggregated LoRA in Federated Fine-Tuning Zhixuan Li, Binqian Xu, Xiangbo Shu, Jiachao Zhang, Yazhou Yao, Guo-Sen Xie, Jinhui Tang
NeurIPS 2025 You Only Communicate Once: One-Shot Federated Low-Rank Adaptation of MLLM Binqian Xu, Haiyang Mei, Zechen Bai, Jinjin Gong, Rui Yan, Guo-Sen Xie, Yazhou Yao, Basura Fernando, Xiangbo Shu
NeurIPS 2024 DoFIT: Domain-Aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting Binqian Xu, Xiangbo Shu, Haiyang Mei, Zechen Bai, Basura Fernando, Mike Zheng Shou, Jinhui Tang