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Fu, Fangcheng
12 publications
ICML
2025
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
Youhe Jiang
,
Fangcheng Fu
,
Xiaozhe Yao
,
Guoliang He
,
Xupeng Miao
,
Ana Klimovic
,
Bin Cui
,
Binhang Yuan
,
Eiko Yoneki
AAAI
2025
HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning
Qinbo Zhang
,
Xiao Yan
,
Yukai Ding
,
Fangcheng Fu
,
Quanqing Xu
,
Ziyi Li
,
Chuang Hu
,
Jiawei Jiang
IJCAI
2025
Model Rake: A Defense Against Stealing Attacks in Split Learning
Qinbo Zhang
,
Xiao Yan
,
Yanfeng Zhao
,
Fangcheng Fu
,
Quanqing Xu
,
Yukai Ding
,
Xiaokai Zhou
,
Chuang Hu
,
Jiawei Jiang
ICLR
2025
NetMoE: Accelerating MoE Training Through Dynamic Sample Placement
Xinyi Liu
,
Yujie Wang
,
Fangcheng Fu
,
Xupeng Miao
,
Shenhan Zhu
,
Xiaonan Nie
,
Bin Cui
ICCV
2025
Training-Free and Adaptive Sparse Attention for Efficient Long Video Generation
Yifei Xia
,
Suhan Ling
,
Fangcheng Fu
,
Yujie Wang
,
Huixia Li
,
Xuefeng Xiao
,
Bin Cui
AAAI
2024
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
Zihao Yu
,
Haoyang Li
,
Fangcheng Fu
,
Xupeng Miao
,
Bin Cui
NeurIPS
2024
Efficient Multi-Task LLM Quantization and Serving for Multiple LoRA Adapters
Yifei Xia
,
Fangcheng Fu
,
Wentao Zhang
,
Jiawei Jiang
,
Bin Cui
NeurIPS
2024
LSH-MoE: Communication-Efficient MoE Training via Locality-Sensitive Hashing
Xiaonan Nie
,
Qibin Liu
,
Fangcheng Fu
,
Shenhan Zhu
,
Xupeng Miao
,
Xiaoyang Li
,
Yang Zhang
,
Shouda Liu
,
Bin Cui
IJCAI
2024
X-Former Elucidator: Reviving Efficient Attention for Long Context Language Modeling
Xupeng Miao
,
Shenhan Zhu
,
Fangcheng Fu
,
Ziyu Guo
,
Zhi Yang
,
Yaofeng Tu
,
Zhihao Jia
,
Bin Cui
IJCAI
2023
OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning
Youhe Jiang
,
Fangcheng Fu
,
Xupeng Miao
,
Xiaonan Nie
,
Bin Cui
NeurIPS
2022
VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?
Jiawei Jiang
,
Lukas Burkhalter
,
Fangcheng Fu
,
Bolin Ding
,
Bo Du
,
Anwar Hithnawi
,
Bo Li
,
Ce Zhang
ICML
2020
Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript
Fangcheng Fu
,
Yuzheng Hu
,
Yihan He
,
Jiawei Jiang
,
Yingxia Shao
,
Ce Zhang
,
Bin Cui