Publications

2023

  1. MLSys
    Be Careful with PyPI Packages: You May Unconsciously Spread Backdoor Model Weights
    Tianhang Zheng, Hao Lan, and Baochun Li
    In Proceedings of Machine Learning and Systems (MLSys), 2023

2022

  1. CVPR
    Orphicx: A causality-inspired latent variable model for interpreting graph neural networks
    Wanyu Lin, Hao Lan, Hao Wang, and Baochun Li
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

2021

  1. IPDPS
    EAGLE: Expedited Device Placement with Automatic Grouping for Large Models
    Hao Lan, Li Chen, and Baochun Li
    In 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021
  2. ICML
    Generative causal explanations for graph neural networks
    Wanyu Lin, Hao Lan, and Baochun Li
    In International Conference on Machine Learning (ICML), 2021
  3. ICPP
    Accelerated Device Placement Optimization with Contrastive Learning
    Hao Lan, Li Chen, and Baochun Li
    In 50th International Conference on Parallel Processing (ICPP), 2021

2020

  1. Rss: a relay-based schedule scheme for optical data center network
    Shangqi Ma, Huaxi Gu, Hao Lan, Xiaoshan Yu, and Kun Wang
    Photonic Network Communications, 2020

2018

  1. TCOM
    Thor: a scalable hybrid switching architecture for data centers
    Xiaoshan Yu, Hong Xu, Huaxi Gu, and Hao Lan
    IEEE Transactions on Communications, 2018

2016

  1. ICOCN
    A novel multi-controller flow schedule scheme for fat-tree architecture
    Hao Lan, Liangkai Liu, Xiaoshan Yu, Huaxi Gu, and Yantao Guo
    In 2016 15th International Conference on Optical Communications and Networks (ICOCN), 2016

2015

  1. ICOCN
    OROF: A hybrid topology with high scalability for data center networks
    Hao Lan, Huaxi Gu, Xiaoshan Yu, and Xi Wang
    In 2015 14th International Conference on Optical Communications and Networks (ICOCN), 2015