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  • Difan Zou
    [2022-09] Two papers accepted by NeurIPS 2022 The first paper studies the generalization of multi-pass SGD for over-parameterized least squres; the second paper demonstrates the power and limitation of pretraining-finetunning for linear regression with distribution shift [2022-08] Dr Difan Zou just joined HKU CS as an assistant professor
  • Publications - Difan Zou
    Difan Zou, Lingxiao Wang, Pan Xu, Jinghui Chen, Weitong Zhang, and Quanquan Gu [MedRxiv] Saving Gradient and Negative Curvature Computations: Finding Local Minima More Efficiently Yaodong Yu*, Difan Zou*, Quanquan Gu [ArXiv] Publications in Wireless Communication Signal Processing
  • Group - Difan Zou
    Difan Zou’s website Group PhD students Dechen Zhang (IDS, 2025 - present) Xuan Tang (CS, 2025 - present) Yufei Zhao (CS, 2025 - present) Bingqing Jiang (CS, 2025 - present) Xu Wang (CS, 2025 - present) Peifeng Gao (CS, 2024 - present) Tianle Li (IDS, 2024 - present) Yujin Han (CS, 2023 - present) Xingwu Chen (CS, 2023 - present) Yi Zhang (IDS, 2023 - present) Junwei Su (CS, co-advised with
  • CV - Difan Zou
    Difan Zou’s website CV Education B S in GitHub, GitHub University, 2012 M S in Jekyll, GitHub University, 2014 Ph D in Version Control Theory, GitHub University, 2018 (expected) Work experience Summer 2015: Research Assistant Github University Duties included: Tagging issues Supervisor: Professor Git Fall 2015: Research Assistant Github University Duties included: Merging pull requests
  • Manuscripts - Difan Zou
    Publications Deep Neural Networks for Linear Sum Assignment Problems Mengyuan Lee, Yuanhao Xiong, Guanding Yu, Geoffrey Ye Li IEEE Wireless Communications Letters, 2018
  • Contact - Difan Zou
    Difan Zou’s website Contact Email: dzou [AT] cs [DOT] hku [DOT] hk Address: CB 204F, Chow Yei Ching building, The University of Hong Kong, Hong Kong
  • CCST9047 The Age of Big Data - Difan Zou
    Overview CCST9047 The Age of Big Data Overview Explore the critical issues and modern applications of big data in the digital era This course examines the impact of big data on society and daily life, while studying proposed solutions in technology, law, and education Gain insights into data collection, processing, analysis, and visualization Investigate ethical and legal considerations
  • Jupyter notebook markdown generator - Difan Zou
    Jupyter notebook markdown generator These ipynb files are Jupyter notebook files that convert a TSV containing structured data about talks (talks tsv) or presentations (presentations tsv) into individual markdown files that will be properly formatted for the academicpages template The notebooks contain a lot of documentation about the process The py files are pure python that do the same
  • Future Blog Post - Difan Zou
    This post will show up by default To disable scheduling of future posts, edit config yml and set future: false
  • Teaching - Difan Zou
    Difan Zou’s website Teaching DATA6003 Theoretical Foundation of Deep Learning, 2023 CCST9047 The Age of Big Data, 2024





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