About

I am a first-year Ph.D. student working with Shwetak Patel in the Paul G. Allen School of Computer Science & Engineering at the University of Washington – Seattle.

Before joining UW, I obtained my bachelor’s degree in computer science from the University of Massachusetts Amherst in 2018, where my advisor was Sunghoon Ivan Lee. While at UMass Amherst, I received a 21st Century Leaders Award, Rising Researcher Award, and Outstanding Undergraduate Achievements Award. 

I am interested in leveraging sensor data, machine learning and human-computer interaction to advance healthcare.

Curriculum Vitae

NEWS: I will be interning at the Allen Institute for Artificial Intelligence (AI2) in summer 2019. Excited to work on AI + healthcare research.

Publications

[6] Young Lee, Xin Liu, Jeremy Gummeson, Sunghoon Ivan Lee, “Towards the Ambulatory Assessment of Movement Quality in Stroke Survivors using a Wrist-worn Inertial Sensor,” IEEE International Conference on Biomedical and Health Informatics (IEEE BHI’19).

[5] Sunghoon Ivan Lee, Xin Liu, Smita Rajan, Nathan Ramasarma, Eun Kyoung Choe, Paolo Bonato, “A Novel Upper-Limb Function Measure Derived from Finger-Worn Sensor Data Collected in a Free-Living Setting”, PLoS One Journal.  PDF

[4] Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee, ”Finger-Worn Sensors for Accurate Functional Assessment of the Upper Limbs in Real-World Settings,” in IEEE Engineering in Medicine and Biology Conference (EMBC 2018). PDF

[3] Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee, “The Use of A Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory Settings,” IEEE Journal of Biomedical and Health Informatics (J-BHI) – VOL. 23, NO. 2, 2019. PDF. (Nominated for the Cover Article of the Issue)

 [2] Xin Liu, Smita Rajan, Gabe Hollander, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee, ”A Novel Finger- Worn Sensor for Ambulatory Monitoring of Hand Use (Poster),” in IEEE/ACM Conference on Connected Health (CHASE 2017), Philadelphia, USA Jul 2017. Link

[1] Smita Rajan, Xin Liu, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee, “A Finger-Worn Ring Sensor to Capture Hand Movements in an Ambulatory Setting (Poster),” in American Congress of Rehabilitation Medicine 94th Annual Conference (ACRM), Atlanta, USA Oct 2017.

Awards & Honors

■ Glerum Family Endowed Fellowship, University of Washington

■ 21st Century Leaders Award, UMass Amherst

Awarded to 10 most exceptional graduating seniors (out of 5500)

■ Outstanding Undergraduate Achievements Award, UMass Computer Science

Awarded  to 5 most outstanding seniors in computer science each year

■ Rising Researcher Award, UMass Amherst

The highest honor for an undergraduate researcher across the university

■ Outstanding Undergraduate Course Assistant Award, UMass Amherst

■ NSF Student Travel Award, National Science Foundation

■ Honors College Research Assistant Fellowship Award, UMass Amherst

■ Computer Science Departmental Honors

■ University Merit Director’s Scholarship ($24000), UMass Amherst

Misc.

During my undergraduate studies, I spent a huge amount of effort to push the international community to engage various leadership experiences in the university.  I was the first international peer mentor in the residential life office and the first international student consultant in the department of information and technology. I worked in six different departments during the four years :p

I am also a big fan of NBA 🙂

 

Contact

Email: xliu0 at cs dot washington dot edu