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Hi there 👋

Owen Huang's github stats

This is Xijie Huang [HomePage], a Ph.D. student at HKUST CSE.

  • 👨‍🎓 I am now mentored by Prof. Tim CHENG from HKUST and Zechun Liu from Meta. I have also worked with Prof. Zhiqiang Shen from MBZUAI.
  • 🔭 I am now working as a research intern at Snap Research 👻 Santa Monica, under supervision of Jian Ren. I have conducted a research internship at Microsoft Research Asia (MSRA), working on the compression of LLMs.
  • 🧑‍🏫 I finished my B.E. at Shanghai Jiaotong University in 2020, where I worked with Prof. Cewu Lu. I visited UCLA as a visiting research intern in 2019, where I worked with Prof. Mani Srivastava.
  • 👯 My research interests lie in LLMs, efficient deep learning, and human-centric computer vision. More concretely, My research interests focus on quantization, pruning, and algorithm-hardware co-design. Please contact me if you are interested in collaborating with me!

Xijie Huang's Projects

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

mcm-icm_simulation icon mcm-icm_simulation

MCM/ICM simulation solving problem A ,containing latex source file, picture and code.

qat-acs icon qat-acs

Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"

rolora icon rolora

RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization

vsdl-web icon vsdl-web

The website files of HKUST VSDL(Vision and System Design Lab)

vvtq icon vvtq

Official PyTorch implementation of paper "Variation-aware Vision Transformer Quantization"

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