Open Positions

I am hiring Ph.D. students (full scholarship) and visiting students (CSC or self-funded) regarding the following research topics:

  • Deep learning empowered AIoT sensing
  • Transfer learning for data-efficient sensing
  • Multimodal LLM for IoT

The candidates are expected to have solid backgrounds on machine learning, deep learning or [wireless sensing]. Please drop an email to me with the title “PhD Application + [Name]”. Only the qualified candidates will be contacted.

Ph.D. Scholarship

I am recruting Ph.D. students under multiple scholarships:

  • Nanyang Research Scholarship (normal, $3200/month after QE)
  • Interdisciplinary Graduate Programme (IGP) [link]
  • AISG Scholarship ($5000/month) [link]
  • Singapore international Graduate Award (SINGA) [link]
  • Nanyang President’s Graduate Scholarship (NPGS) [link]

Ph.D. Students

  • Qian Hanjie (AI-aided Structural Health Monitoring, Co-supervised)
  • Huang He (WiFi-based Sensing and Localization, Co-supervised)
  • Cao Haozhi (Domain Adaptation for Multimodal Semantic Segmentation, Co-supervised)
  • Chen Siyu (SLAM and Robot Learning, Co-supervised)

MSc Research Projects

  • Ma Zhenduo - WiFi Sensing using WiFi-7
  • Huang Runxi - Guassian Splatting in AR / VR
  • Zuo Jia - mmWave Radar Sensing for ECG
  • Li Han - 3D Human Pose Estimation in Hyperbolic Space

Research Intern

  • An Tuo - Multimodal LLM
  • Lin Yi - 2D Sketch-to-image
  • Li Geng - Visual Recognition in Adverse Environments

Alumni (PhD)

  • PhD Dr. Wang Dazhuo (Scientist, A*star) [WiFi-based Human Activity Recognition Across Environments] (2018-2022)
  • PhD Dr. Xu Yuecong (Lecturer, NUS) [Deep Learning for Video Analytics] (2017-2021)

Alumni (Msc Dissertation)

  • Msc Huang Shunyu - [Graph Transfer Learning for Cross-Modal Supervision] (2022-2024)
  • Msc Wang Junfei - [Federated Learning with Blockchains] (2022-2024)
  • Msc Tang Shijie - [Bimodal Learning for WiFi-Vision Human Pose Estimation] (2022-2023)
  • Msc Yan Mingxue (NTU, PhD) - [Vital Sign Detection via mmWave Radar and Deep Learning] (2022-2023)
  • Msc Deng Lang (UESTC, PhD) [WiFi and Camera Fusion for Smart Sensing] (2021-2022)
  • Msc Zhou Yunjiao (NTU, PhD) [Multimodal Learning for Road Segmentation in Autonomous Driving] (2021-2022)
  • Msc Yang Zhiyuan (NTU, PhD) [Point Cloud Model Compression] (2021-2022)
  • Msc Shi Mengqi [Adversarial Learning for Multimodal Segmentation] (2021-2022)
  • Msc Hu Jiaxing (Alibaba) [WiFi-based Respiration Detection] (2020-2021)
  • Msc Lyu Qi (HUAWEI) [Real-time WiFi Sensing System] (2020-2021)

Alumni (Undergrad, Final Year Project)

  • FYP Chen Xinyan (Scientist, SAP AI Group) (2023)
  • FYP Mao Jiangtian (NUS, Msc) [Self-Supervised Learning for WiFi Sensing] (2012)
  • FYP Pan Xingmeng (RWE Supply & Trading GmbH) (2019)