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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 👋

  • 🍁 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.
  • ✨ I'm the big fan of Iris.
  • 🌼 I love films & anime & sightseeing & music & night & sleeping a lot.
  • 😜 Thank you for your coming~

💬 Recent News~ (more updates in here)

  • 📕 We release one experimental study LLM4CVD which exploits LLMs to identify vulnerabilities within codes.
  • 🎉 One full research paper got accepted @ACM/CIKM'24. We also release one related comprehensive benchmark study FNBench and another follow-up paper. Another work which focuses on long-tailed learning got accepted by ACML oral (~26% acceptance rate).
  • 🚗 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.
  • 📚 I'm invited to serve as a reviewer for ICML & AISTATS & CVPR & WWW & ICLR & NeurIPS & AAAI & ECAI & ICME & ACM TKDD & IEEE TKDE & IEEE TNNLS & IEEE TIV & IEEE TIFS and others.
  • 🚗 Joined AMD AI Group and focused on Auto-Drive (especially in multi-sensor SLAM & Multi-modal Perception & LLM4Drive) as a "Co-op" (2022.10-2024.8).
  • 🗽 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.

❄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. FedLSR FedLSR Public

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

    Jupyter Notebook 51 3

  2. FedELC FedELC Public

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

    Python 15 1

  3. SakiRinn/LLM4CVD SakiRinn/LLM4CVD Public

    Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study

    Python 17 4

  4. 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 7k 533

  5. 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 23 12

  6. youngfish42/Awesome-FL youngfish42/Awesome-FL Public

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

    Python 1.6k 193