| Publication date | Communities | Collections | Article title | Author(s) | Journal/Conference |
|---|---|---|---|---|---|
| 2 Dec 2025 | SERC | Institute of High Performance Computing | 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 | The Thirty-ninth Annual Conference on Neural Information Processing Systems |
| 8 Dec 2024 | SERC | Institute of High Performance Computing | 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 | Advances in Neural Information Processing Systems |