Greetings! This is Shuang Liang | 梁爽

I’m a second-year Ph.D. student at the Department of Electrical and Computer Engineering, The University of Hong Kong. I am fortunate to be advised by Prof. Han Wang. Before HKU, I obtained my Bachelor of Science degree in Physics from School of Physics and Technology, Wuhan University, advised by Prof. Shengjun Yuan and Prof. Shunping Zhang. I also spent a wonderful time as a research intern at Rama Alpaca Technology Company under the supervision of Dr. Guo Zhang and in collaboration with Prof. Yingcong Chen and Prof. Yuan Yuan in the last semester of my undergraduate study. We have maintained a strong and frequent research collaboration ever since.

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Education

	Department of Electrical and Computer Engineering, The University of Hong Kong. Ph.D. Student in Electrical and Computer Engineering Research: Computer Vision, Representation Learning, Hardware Acceleration. (Oct. 2024 - Present)
	School of Physics and Technology, Wuhan University. B.S. in Physics Research: Condensed Matter Physics Experiment, AI for Computational Physics. Dissertation: Constructing Tight-binding Model Based on Deep Learning (Sept. 2020 - Jun. 2024)

Featured Publications

First-author and co-first-author works are highlighted below. For the full list, please refer to the Publication section or my Google Scholar.
†These authors contributed equally. *Corresponding author.

3. "A Monolithic Reconfigurable RRAM CIM Array Integrating PUF, TRNG, and a Lightweight Block Cipher for Secure Edge AI", Songqi Wang†, Shuang Liang†, Shaonan Wu†, Zhiqi Yang, Jichang Yang, Xinyuan Zhang, Yi Li, Yuhao Zhang*, Zhongrui Wang*, Aoyang Zhang* and Han Wang*. International Electron Devices Meeting (IEDM) 2025. Google Scholar
2. "SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation", Shuang Liang, Jing He, Chuanmeizhi Wang, Lejun Liao, Guo Zhang, Yingcong Chen and Yuan Yuan*. Preprint. PDF PDF Code arXiv Project Page Demo
1. "Saturable Absorption of Few-layer $\mathrm{WS_{2}}$ and $\mathrm{WSe_{2}}$ at Exciton Resonance", Shuang Liang, Yuze Lu, Haimu Liu, Xiaohe Shang, Jiamin Ji, Rongguang Du, Yiling Yu and Shunping Zhang*. Optica Optics Express, 2025. PDF PDF Optica

Featured Open-source Projects (Github)

SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation Code PDF PDF arXiv Project Page Demo

Github Stats

Selected Honors

Teaching and Review Services

Selected Outreach and Service (Undergraduate)

Review

Interesting Facts About Myself

• In Chinese context, my name has the same meaning as the word "cool", referring to the pleasant weather of the season I was born. It is also a somewhat girly name, so people often mistake me as a girl before meeting me. My preferred name is Tim, which is my English name but not part of my legal name.
• I spent my childhood and adolescence along the majestic Yellow River, where the waters whispered tales of ancient civilizations. My college years unfolded beside the mighty Yangtze River, a flowing testament to China's enduring spirit and progress. Now, I find myself working beside the vibrant Pearl River, where the currents echo the pulse of modernity and innovation.
• Music takes up most of my free time. I listen to a wide range of styles, including country, J-rock, and Chinese folk, almost anything centered on guitar. I also enjoy pop, hip-hop, and EDM. I am a big fan of Taylor Swift, Adele, Billie Eilish, and Beyonce, and I am always happy to talk about music across different genres.
• During my undergraduate years at WHU, I also cultivated a deep passion for Chinese debate. I served as the captain of the School of Physics debate team (Class of 2020) and took the lead in organizing the "Xunli Debate" (寻理杯) competition during my time on campus.