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Focusing
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Focusing
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StiphyJay/README.md

Hi there 👋 I am Sifan Zhou

About me...

  • 😄 Work hard! Play hard!
  • 🔭 I'm a 4th-year Ph.D. student (from Sep 2021) at the Southeast University...
  • 👯 I am also a visiting intern at the Robotics Institute (RI) of Carnegie Mellon University (CMU), collaborating with Shibo Zhao, under the supervision of Prof. Wenshan Wang and Prof. Sebastian Scherer.
  • 🔭 I previously was a visiting student at Fudan University with Prof. Patrick Yin Chiang, focusing on Onboard Point Cloud Perception.
  • 🌱 I’m currently focusing on efficient AI, especially for LLMs/MLLMs, 3D Perception, Point Cloud, and Pose Estimation...
  • 🤔 I’m looking for academic collaboration and discussion on efficient Point Cloud Perception and LLMs.
  • 📫 How to reach me: sifanjay@gmail.com

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  1. FastPillars FastPillars Public

    FastPillars: A Deployment-friendly Pillar-based 3D Detector

    Python 162 11

  2. LiDAR-PTQ LiDAR-PTQ Public

    [ICLR2024]: LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.

    79

  3. 3D-Detection-CVPR2022 3D-Detection-CVPR2022 Public

    CVPR2022 paper list on 3D Object Detection

    11 2

  4. MQuant MQuant Public

    [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization

    Python 18 1

  5. MVCTrack MVCTrack Public

    [ICRA2025]: MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues

    Python 12

  6. OSTQuant OSTQuant Public

    Forked from BrotherHappy/OSTQuant

    [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting

    Python