Wang, Junxiao

8 publications

NeurIPS 2025 Private Training Large-Scale Models with Efficient DP-SGD Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang

ICLR 2024 Faithful Vision-Language Interpretation via Concept Bottleneck Models Songning Lai, Lijie Hu, Junxiao Wang, Laure Berti-Equille, Di Wang

NeurIPSW 2024 FlashDP: Memory-Efficient and High-Throughput DP-SGD Training for Large Language Models Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang

NeurIPS 2024 Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing Peiran Dong, Bingjie Wang, Song Guo, Junxiao Wang, Jie Zhang, Zicong Hong

NeurIPSW 2024 ZO-Offloading: Fine-Tuning LLMs with 100 Billion Parameters on a Single GPU Liangyu Wang, Jie Ren, Hang Xu, Junxiao Wang, David E. Keyes, Di Wang

CVPR 2023 PMR: Prototypical Modal Rebalance for Multimodal Learning Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo

NeurIPS 2023 Towards Test-Time Refusals via Concept Negation Peiran Dong, Song Guo, Junxiao Wang, Bingjie Wang, Jiewei Zhang, Ziming Liu

IJCAI 2022 A Survey on Gradient Inversion: Attacks, Defenses and Future Directions Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao