Me
Deng Haoran (邓浩然)
Zhejiang University.
denghaoran[at]zju.edu.cn

About

Hi, I am a second-year master student of Computer Science and Technology at Zhejiang University advised by Yang Yang. I am interested in graph algorithm and machine learning.
I am a (inactivate) participant in Competitive Programming. In online programming contests, I use HbFS- as my ID, which comes from the acronym of the song "Harder, Better, Faster, Stronger" by Daft Punk.

Interests

  • Graph Data Management and Analysis.
  • Efficient Dynamic Data Processing.
  • Deep Learning with Graph.
  • Numerical Method for Sparse Matrix.

Education

Zhejiang University, 2022.09 - (now)
  • Master in Computer Science and Technology
Zhejiang University, 2018.09 - 2022.07
  • Bachelor in Computer Science and Technology

Publications

Graph-Skeleton: ~1% Nodes are Sufficient to RepresentBillion-Scale Graph
Linfeng Cao, Haoran Deng, Yang Yang, Chunping Wang, Lei Chen
In Proceedings of the Thirty-sixth ACM the Web Conference (WWW'24)
WWW'24
Fast Updating Truncated SVD for Representation Learning with Sparse Matrices
Haoran Deng, Yang Yang, Jiahe Li, Cheng Chen, Weihao Jiang, Shiliang Pu
In Proceedings of the Twelfth International Conference on Learning Representations (ICLR'24)
ICLR'24
Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds
Haoran Deng, Yang Yang, Jiahe Li, Haoyang Cai, Shiliang Pu, Weihao Jiang
In Proceedings of the Twenty-Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'23)
KDD'23
Beyond Homophily: Structure-Aware Path Aggregation Graph Neural Network
Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, Yang Wang, Lei Chen
In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI'22)
IJCAI'22

Compatitive Programming

China Collegiate Programming Contest (CCPC)
  • 2019 China Collegiate Programming Contest
    • Champion, Gold Medal, P1/238, Xiamen on site (standings);
  • 2018 China Collegiate Programming Contest
    • Gold Medal, P5/227, Jilin on site;
ACM International Collegiate Programming Contest (ACM-ICPC)
  • 2019 International Collegiate Programming Contest Regional (Asia East Continent) Contest
    • Gold Medal, P9/299, Nanjing on site (standings);
    Gold Medal, P21/292, Shanghai on site (standings);
  • 2019 International Collegiate Programming Contest East-Continent Finals (EC-Final)
    • Gold Medal, P18/169, Xi'an on site (standings);

Honors & Awards

  • Huawei Scholarship
  • CCF Elite Collegiate Award

Teaching

Teaching Assistant
  • Advanced Data Structure and Algorithm Analysis, Spring 2023.

Miscellaneous

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