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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 👋

  • 🍁 I'm Xuefen (雪枫 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 things😆.
  • 📫 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~

💬 Recent News~ (more updates in here)

  • 🎉 Our FedCrac and FedLF which focuses on long-tailed learning got accepted by IEEE TMC & ACML (~26% acceptance rate).
  • 🗽 One full research paper got accepted @ACM/CIKM'24, see you in Boise. We also release related benchmark study FNBench.
  • 🚗 We reach top 5 teams in CVPR 2024 AutoDrive Grand Challenge (Driving with language track) with offline labels and multi-modal LLM. Another work (AMD's SLAM solution for underground autonomous parking) is relased here.
  • 🎉 Three works got accepted @IEEE TPDS, INFOCOM and TMC.
  • ⛪ I help to initialize the website of our lab, welcome to visit ICT-MobileComputingTeam!
  • 🎉 Our FedNoRo which focuses on noisy&long-tailed data got accepted @IJCAI'23 main track.
  • 📚 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.
  • 🎉 Two co-authored works FedTrip&FedBIAD got accepted @IEEE/IPDPS'23.
  • 🗽 My first work FedLSR got accepted @ACM/CIKM'22 full paper track with SIGWeb/NSF student award.
  • 🚗 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.

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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 1.5k 187

  2. FedLSR FedLSR Public

    Official codes for ACM 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 21 10

  4. FedELC FedELC Public

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

    Python 10

  5. OpenGVLab/InternVL OpenGVLab/InternVL Public

    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

    Python 6k 465

  6. AVP-SLAM AVP-SLAM Public

    C++ 10 5