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Achievements

Achievement: QuickdrawAchievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Sprinter1999/README.md

Hi there ๐Ÿ‘‹

  • ๐Ÿ I'm Xuefen (้›ชๆžซ in Chinese), a Ph.D. student @Institute of Computing Technology of Chinese Academy of Sciences, received my bachelor degree@BUPT in the summer of 2021.
  • ๐ŸŒฑ My research interest mainly includes distributed ML system, data quality, cyber security, AutoDrive and various deep learning applications. I'm passionate about uncovering valuable & unsettled research topics, so perhaps we can collaborate to do some interesting things๐Ÿ˜†.
  • ๐Ÿ“ซ You can reach me via my email: [email protected], visit my personal website, or view my Google scholar.
  • โœจ I'm the big fan of Iris.
  • ๐ŸŒผ I love films & anime & sightseeing & music & night & sleeping a lot. I'm also an Apex & Overwatch amateur player : )
  • ๐Ÿ˜œ Thank you for your coming~

๐Ÿ’ฌ Recent News~ (more updates in here)

  • ๐Ÿ—ฝ One full research paper got accepted on CIKM'24 .
  • ๐Ÿš— We reach top 6 teams in CVPR 2024 AutoDrive Grand Challenge (Driving with language track) with offline labels and multi-modal LLM. Our another work (AMD's SLAM solution for underground autonomous parking) will be relased on arxiv.
  • ๐ŸŽ‰ Three works got accepted @IEEE TPDS, INFOCOM and TMC, congrats to Jerry!
  • โ›ช I help to initialize the website of our lab, welcome to visit ICT-MobileComputingTeam!
  • ๐Ÿ˜„ I'll be a volunteer @ACM Turing Meetup because my supervisor serves as a PC, perhaps we can meet in Wuhan this summer!
  • ๐ŸŽ‰ Our FedNoRo which focuses on noisy&long-tailed data got accepted @IJCAI'23 main track, congrats to NanNan!
  • ๐Ÿ“š I'm invited to serve as a reviewer for ICML & AISTATS & CVPR & WWW & ICLR & NeurIPS & AAAI & AAAI workshop & KDD workshop & ECAI & ICME & ACM TKDD & IEEE TKDE & IEEE TIV and help to review DCN.
  • ๐ŸŽ‰ Two co-authored works FedTrip&FedBIAD got accepted @IEEE/IPDPS'23, congrats to Xujing&Jingjing!
  • ๐Ÿ—ฝ My first work FedLSR got accepted @ACM/CIKM'22 full paper track with SIGWeb/NSF student award, and I'm currently working on its extension and trying to provide a deeper understanding towards this direction.
  • ๐Ÿš— Join AMD and focus on Auto-Drive (especially in multi-sensor SLAM & 3D Perception & behavior prediction & LLM4Drive) as a "Co-op".

โ„Please feel free to contact me via WeChat, and it's a huge pleasure for me to discuss&chat with you.

drawing

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  1. youngfish42/Awesome-FL youngfish42/Awesome-FL Public

    Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

    Python 1.4k 172

  2. FedLSR FedLSR Public

    Official codes for CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization

    Jupyter Notebook 46 3

  3. wnn2000/FedNoRo wnn2000/FedNoRo Public

    The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and Label Noise Heterogeneity", which is accepted at IJCAI'23 mainโ€ฆ

    Python 19 10

  4. FedELC FedELC Public

    Official codes for CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction

    4

  5. AVP-SLAM AVP-SLAM Public

    C++ 9 5

  6. XuefenResource XuefenResource Public

    Some Resource&Notes Shared by Xuefen

    Jupyter Notebook 4