General
   

Publications

Selected Publications

  1. Dongping Liao, Xitong Gao (equal), Yiren Zhao, Chengzhong Xu. Adaptive Channel Sparsity for Federated Learning under System Heterogeneity. Computer Vision and Pattern Recognition (CVPR). 2023. (CCF A)
  2. Xinquan Chen, Xitong Gao (equal)*, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu. AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models. International Conference on Computer Vision (ICCV). 2023. (CCF A)
  3. Yiren Zhao*, Xitong Gao*, Ilia Shumailov, Nicolo Fusi, Robert D Mullins. Rapid Model Architecture Adaption for Meta-Learning. Advances in Neural Information Processing Systems (NeurIPS). 2022. (CCF A)
  4. Yunrui Yu, Xitong Gao (equal), Chengzhong Xu. MORA: Improving Ensemble Robustness Evaluation with Model-Reweighing Attack. Advances in Neural Information Processing Systems (NeurIPS). 2022. (CCF A)
  5. Juanjuan Zhao, Furong Zheng, Yexia Ye, Xitong Gao, Kejiang Ye, Chengzhong Xu. Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling. IEEE Transactions on Big Data. 2022.
  6. Yunrui Yu, Xitong Gao (equal), Chengzhong Xu. LAFEAT: Piercing Through Adversarial Defenses with Latent Features. Computer Vision and Pattern Recognition (CVPR). 2021. (CCF A, Oral)
  7. Kafeng Wang, Xitong Gao (equal), Yiren Zhao, Xingjian Li, Dejing Dou, Chengzhong Xu. Pay Attention to Features, Transfer Learn Faster CNNs. International Conference on Learning Representations (ICLR). 2020.
  8. Yiren Zhao, Xitong Gao (equal),  Daniel Bates, Robert Mullins, Chengzhong Xu. Focused Quantization for Sparse CNNs. Advances in Neural Information Processing Systems (NeurIPS). (CCF A)
  9. Xitong Gao, Yiren Zhao (equal), Lukasz Dudziak, Robert Mullins, Chengzhong Xu. Dynamic Channel Pruning: Feature Boosting and Suppression. International Conference on Learning Representations (ICLR). 2019
  10. Yiren Zhao, Xitong Gao (equal), Xuan Guo, Junyi Liu, Erwei Wang, Robert Mullins, Peter Y K Cheung, George Constantinides, Chengzhong Xu. Automatic Generation of Multi-precision Multi-arithmetic CNN Accelerators for FPGAs. 2019 International Conference on Field-Programmable Technology (ICFPT). 2019, 45-53.
  11. Yiren Zhao, Xitong Gao (equal), Robert Mullins, Chengzhong Xu, ACM. Mayo: A Framework for Auto-generating Hardware Friendly Deep Neural Networks. PROCEEDINGS OF THE 2018 INTERNATIONAL WORKSHOP ON EMBEDDED AND MOBILE DEEP LEARNING (EMDL '18). 2018, 25-30.
  12. Xitong Gao, John Wickerson, George Constantinides. Automatically Optimizing the Latency, Area, and Accuracy of C Programs for High-Level Synthesis. PROCEEDINGS OF THE 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA). 2016. (CCF B)
  13. Xitong Gao, George Constantinides. Numerical program optimization for high-level synthesis. ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA). 2015. (CCF B)


Students

已指导学生

伍泰霖  硕士研究生  085211-计算机技术  

现指导学生

陈鑫泉  硕士研究生  085404-计算机技术  

邓仕圣  硕士研究生  081200-计算机科学与技术  

何祥焕  硕士研究生  085404-计算机技术  

郑富荣  硕士研究生  085404-计算机技术  

秦天睿  硕士研究生  085404-计算机技术  

韩冰茹  硕士研究生  085404-计算机技术  

冯坤  硕士研究生  085404-计算机技术  

洪烨  硕士研究生  085404-计算机技术  

宋宇辰  硕士研究生  085404-计算机技术  

严昊  硕士研究生  085404-计算机技术  

刘晓莹  硕士研究生  085404-计算机技术