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Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: StarstruckAchievement: Pair ExtraordinaireAchievement: 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: jiangxf0903@gmail.com, visit my personal website, or view my scholar.
  • โœจ I'm the big fan of Iris.
  • ๐ŸŒผ I love films & anime & sightseeing & music & night & sleeping a lot.
  • ๐Ÿ˜œ Thank you for your coming~

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

  • ๐Ÿงฉ [2025.12] Our research paper FedROM got accepted by IEEE TMC with the corresponding open-sourced code (link). Anyway, 2025.12.18 should be remembered๐Ÿ’ฆ.
  • ๐Ÿค– [2025.9] We propose LightVLA which achieves the state-of-the-art performance on the LIBERO benchmark with significantly reduced computational overhead.
  • ๐Ÿš— [2025.5] We release TransDiffuser which achieves the new state-of-the-art performance in the NAVSIM leaderboard.
  • ๐Ÿ“• [2025.5] We release the codebase of FNBench.
  • ๐Ÿ“• [2024.12] We release one experimental study LLM4CVD which exploits LLMs to identify vulnerabilities within codes.
  • ๐ŸŽ‰ [2024.7] One full research paper got accepted @ACM/CIKM'24. We also release one related comprehensive benchmark study FNBench and another follow-up work. Another work which focuses on long-tailed learning got accepted @ACML'24 oral.
  • ๐Ÿš— [2024.6] 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.
  • ๐Ÿ“š I'm invited to serve as a reviewer for ICML & AISTATS & CVPR & WWW & ICLR & NeurIPS & CoRL & AAAI & ICCV & ACM MM & ECAI & ICME & ACM TKDD & IEEE TKDE & IEEE TNNLS & IEEE TIV & IEEE TIFS and others.
  • ๐Ÿ—ฝ [2022.8] My first work FedLSR got accepted @ACM/CIKM'22 full paper track with SIGWeb/NSF student award and FedNoRo got accepted @IJCAI'23 main track.

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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    LightVLA

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  2. youngfish42/Awesome-FL youngfish42/Awesome-FL Public

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

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  4. ROM ROM Public

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  5. FedLSR FedLSR Public

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

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  6. FedELC FedELC Public

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

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