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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 πŸ‘‹

  • 🍁 I'm Xuefen (ι›ͺ枫 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.
  • 🌱 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 thingsπŸ˜†.
  • πŸ“« You can reach me via my email: [email protected], visit my personal website, or view my scholar or resume.
  • ✨ I'm the big fan of Iris.
  • 🌼 I love films & anime & sightseeing & music & night & sleeping a lot. I'm also an Apex & Overwatch amateur player : )
  • 😜 Thank you for your coming~

πŸ’¬ Recent News~ (more updates in here)

  • πŸ—½ One full research paper got accepted on ACM/CIKM'24, see you in Boise.
  • πŸš— 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.
  • πŸŽ‰ Three works got accepted @IEEE TPDS, INFOCOM and TMC, congrats to Jerry!
  • β›ͺ I help to initialize the website of our lab, welcome to visit ICT-MobileComputingTeam!
  • πŸ˜„ I'll be a volunteer @ACM Turing Meetup because my supervisor serves as a PC, perhaps we can meet in Wuhan this summer!
  • πŸŽ‰ Our FedNoRo which focuses on noisy&long-tailed data got accepted @IJCAI'23 main track, congrats to NanNan!
  • πŸ“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.
  • πŸŽ‰ Two co-authored works FedTrip&FedBIAD got accepted @IEEE/IPDPS'23, congrats to Xujing&Jingjing!
  • πŸ—½ 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.
  • πŸš— Join AMD and focus on Auto-Drive (especially in multi-sensor SLAM & 3D Perception & behavior prediction & LLM4Drive) as a "Co-op".

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

drawing

Pinned

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

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

    Python 1.4k 176

  2. FedLSR FedLSR Public

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

    Jupyter Notebook 48 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 main…

    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

    7

  5. AVP-SLAM AVP-SLAM Public

    C++ 10 5

  6. XuefenResource XuefenResource Public

    Some Resource&Notes Shared by Xuefen

    Jupyter Notebook 4