SDQ: Stochastic Differentiable Quantization with Mixed Precision (ICML 2022 Spotlight) [website] [paper]
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng
Xijie Huang (Owen) 黄悉偈
My research interests mainly fall in Efficient Deep Learning, Computer vision, Security and Privacy.
I am a member of HKUST VSDL, advised by Prof. Tim Kwang-Ting CHENG and Prof. Zhiqiang Shen.
Previously, I was a member of Machine Vision and Intelligence Group(MVIG), advised by Prof.Cewu Lu.
I also work with Prof.Mani Srivastava (UCLA) at Networked & Embedded Systems Laboratory (NESL)
In my free time, I enjoy badminton, photography, video games and anime(*^▽^*).
Feel free to contact me if you are interested in my research or my hobbies.
Publication
Automated Vision-Based Wellness Analysis for Elderly Care Centers (AAAIW 2022) [paper]
Xijie Huang, Jeffry Wicaksana, Shichao Li, Kwang-Ting Cheng
Transferable Interactiveness Prior for Human-Object Interaction Detection (CVPR 2019/TPAMI 2021) [code][paper]
Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Hao-Shu Fang, Cewu Lu
HAKE: Human Activity Knowledge Engine [Website] [paper]
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Ze Ma, Mingyang Chen, Shiyi Wang, Hao-Shu Fang, Cewu Lu
PaStaNet: Toward Human Activity Knowledge Engine (CVPR 2020) [Code] [paper]
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Mingyang Chen, Shiyi Wang, Hao-Shu Fang, Cewu Lu
NeuronInspect: Detecting Trojan Backdoors in Deep Neural Networks via VisualInterpretability [Poster] [paper]
Xijie Huang, Moustafa Alzantot, Mani.Srivastava
Latent Fingerprint Image Enhancement based on progressive generative adversarial network (CVPRW 2020) [paper]
Xijie Huang, Peng Qian, Manhua Liu
What's new
[2022-5] One Paper has been accpted to ICML2022
[2021-12] One Paper has been accpted to W3PHIAI@AAAI2022
[2020-8] I am awarded with RedBird Scholarship (40000 HKD) from Huawei and HKUST, Thanks!
[2020-4] One Paper has been accpeted to Biometric@CVPR2020!
[2020-2] One Paper has been accpeted to CVPR2020!
[2019-10] Our team achieved the 8th place in ICCV2019 Person in Context Human-Object Interaction Competition
[2019-4] We release our new project HAKE: Human Activity Knowledge Engine [website] [draft]
[2019-2] One Paper has been accpeted to CVPR2019!
Get In Touch
If you are interested in my work, feel free to get in touch with me!