Group


Open Positions

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

  • Deep learning, transfer learning, and multimodal learning
  • Perception and interaction systems for robotics (embodied AI)
  • Multimodal LLM for AIoT systems

The candidates are expected to have solid backgrounds on machine learning, deep learning or embodied AI. 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 ($6300/month) [link]
  • Singapore international Graduate Award (SINGA) [link]
  • Nanyang President’s Graduate Scholarship (NPGS) [link]

MARS Lab Members

Ph.D. Students
  • Zhou Chuhao (Multimodal LLM, 2024-)
Co-supervised Ph.D. Students
  • Junqiao Fan [RF Vision] (2023-)
  • Yunjiao Zhou [Multimodal Sensing] (2022-)
Master Students
  • Jiang Chenxi - (Master by Research, 2024-)
Research Intern (Undergrad)
  • An Tuo - Multimodal LLM
  • Lin Yi - 2D Sketch-to-image
  • Li Geng - Visual Recognition in Adverse Environments
  • Hu Qiying - LLM for Signal
  • Wu Tao - Embodied LLM
  • Mu Haojie - Frequency Analysis for Deep Learning
  • Huang Yenheng - Noisy Machine Learning in Robotics

Alumni

Master Students (By Course)
  • Msc Zuo Jia - [mmWave Radar Sensing for ECG] (2023-2024)
  • Msc Li Han (BYD) - [3D Pose Estimation in Hyperbolic Space] (2023-2024)
  • Msc Ma Zhenduo (AVIC Aerodynaiviics Research Institute) - [WiFi Sensing using WiFi-7] (2023-2024)
  • Msc Huang Runxi (HKUST, PhD) - [Wireless Human Pose Rendering] (2023-2024)
  • Msc Huang Shunyu (TSMC) - [Graph Transfer Learning for Cross-Modal Supervision] (2022-2024)
  • Msc Wang Junfei - [Federated Learning with Blockchains] (2022-2024)
  • Msc Tang Shijie (National Intellectual Property Administration) - [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)
Undergraduates (Final Year Project)
  • FYP Chen Xinyan (Scientist, SAP) [Multimodal Wireless Sensing] (2023)
  • FYP Mao Jiangtian (NUS, Msc) [Self-Supervised Learning for WiFi Sensing] (2022)
  • FYP Pan Xingmeng (RWE Supply & Trading GmbH) (2019)