publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. VLDB
    Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
    Yongji Wu, Matthew Lentz, Danyang Zhuo, and Yao Lu
    International Conference on Very Large Data Bases (VLDB) 2023
  2. NSDI
    Remote Procedure Call as an OS-Managed Service
    Jingrong Chen*,  Yongji Wu*, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas Anderson, Matthew Lentz, Xiaowei Yang, and Danyang Zhuo (*equal contribution)
    USENIX Symposium on Networked Systems Design and Implementation (NSDI) 2023

2022

  1. Security
    Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
    Yongji Wu, Xiaoyu Cao, Jinyuan Jia, and Neil Zhenqiang Gong
    USENIX Security Symposium 2022
  2. TKDE
    Markov-Driven Graph Convolutional Networksfor Social Spammer Detection
    Leyan Deng, Chenwang Wu, Defu Lian,  Yongji Wu, and Enhong Chen
    IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022

2021

  1. WWW
    Linear-time self attention with codeword histogram for efficient recommendation
    Yongji Wu, Defu Lian, Neil Zhenqiang Gong, Lu Yin, Mingyang Yin, Jingren Zhou, and Hongxia Yang
    The Web Conference (WWW) 2021
  2. draft
    Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest Attention
    Yongji Wu, Lu Yin, Defu Lian, Mingyang Yin, Neil Zhenqiang Gong, Jingren Zhou, and Hongxia Yang
    arXiv 2021
  3. CIKM
    How Powerful is Graph Convolution for Recommendation?
    Yifei Shen,  Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, B Khaled Letaief, and Dongsheng Li
    ACM International Conference on Information & Knowledge Management (CIKM) 2021

2020

  1. KDD
    Geography-Aware Sequential Location Recommendation
    Defu Lian,  Yongji Wu, Yong Ge, Xing Xie, and Enhong Chen
    SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) 2020
  2. AAAI
    Graph convolutional networks with markov random field reasoning for social spammer detection
    Yongji Wu, Defu Lian, Yiheng Xu, Le Wu, and Enhong Chen
    AAAI Conference on Artificial Intelligence (AAAI) 2020

2019

  1. IJCAI
    Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.
    Yongji Wu, Defu Lian, Shuowei Jin, and Enhong Chen
    International Joint Conference on Artificial Intelligence (IJCAI) 2019