Have the courage to follow your heart and intuition. They somehow already know what you truly want to become. Everything else is secondary.

Steve Jobs’ 2005 Stanford Talk

-- Steve Jobs


About Me

I am currently a PhD student at University College London (UCL) under the supervision of Prof Nadia Berthouze. I focus on sensor fusion based ubiquitious computing. I am investigating multimodal machine learning to allow model automatically learn communicative features from multisensory data without human intervention to make robust inferences under various real-life scenarios.

Prior to joining UCL, I studied Artificial Intelligence (MSc) under the supervision of Dr Valentin Radu and Electronics and Electrical Engineering (BEng), supervised by Prof Tughrul Arslan, at the University of Edinburgh.

Research Interests

  • Multimodal Machine Learning
  • On-device Machine Learning
  • Multisensory Systems
  • Ubiquitious Computing
  • Location Tracking System
  • Sensor-based Healthcare

News

[Aug. 2022] Paper accepted at IPIN, 2022. Work with Valentin Radu, “Leveraging Transfer Learning for Robust Multimodal Positioning Systems based on Smartphone Multisensory Data”. See you in Beijing, China.

[May. 2022] I joined the UCL Interaction Centre (UCLIC) for my PhD adventure!

[Apr. 2022] Paper accepted at MobiUK 2022. Work with Valentin Radu, “MMLoc+: A Transfer Learning based Multimodal Machine Learning Localization System for Dynamic Sensor Networks”. Link

[Jan. 2022] Paper published on IEEE. Work with Zhiqiang Wei and Valentin Radu, “MM-Loc: Cross-sensor Indoor Smartphone Location Tracking using Multimodal Deep Neural Networks”. Link

[Oct. 2021] Journal accepted at Sensors. Work with Zhiqiang Wei and Valentin Radu, “Sensor-fusion for Smartphone Location Tracking using Hybrid Multimodal Deep Neural Networks”. Link

[Sept. 2021] Paper accepted at IPIN, 2021. Work with Zhiqiang Wei and Valentin Radu, “MM-Loc: Cross-sensor Indoor Smartphone Location Tracking using Multimodal Deep Neural Networks”. See you in Lloret de Mar, Spain. Video

[Jul. 2019] Paper accepted at IPIN, 2019. Work with Valentin Radu, “Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking”. See you in Pisa, Italy. Link

[Aug. 2018] Paper accepted at MobiUK 2018. Work with Valentin Radu, “End-to-End Machine Learning for Smartphone-based Indoor Localisation and Tracking using Recurrent Neural Networks”. See you in Cambridge, UK. Link