SifanZhou StiphyJay

🎯

Focusing

Block or report StiphyJay

😄 Work hard! Play hard!
🔭 I'm a final-year Ph.D. student (from Sep 2021) at Southeast University...
👯 I am also a visiting student 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, if I didn't reply to you on GitHub issue in time, please email me!

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

Python 181 13
[ICLR2024]: LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.

81
[ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization

Python 44 8
[ICRA2025]: MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues

Python 16
Forked from BrotherHappy/OSTQuant

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

Python 1