Zhengqing Wu

Zhengqing Wu is a Doctoral Assistant and Student at École Polytechnique Fédérale de Lausanne (EPFL), affiliated with the Laboratory for Information and Inference Systems (LIONS) under the Institute of Electrical Engineering (IEM) within the School of Engineering. Their research focuses on machine learning, robotics, quantum computing, and control systems, with notable contributions to neural network optimization, terrain-aware robotics, and quantum parameter-efficient fine-tuning. They are part of the Doctoral Program in Computer and Communication Sciences (EDIC).

Key research interests include layer-wise quantization in neural networks, analysis of shallow ReLU networks' loss landscapes, and developing terrain-aware control systems for quadrupedal robots. Their work bridges theoretical insights (e.g., neural noise dynamics) with applied robotics and quantum computing advancements.

• Education:
  • Doctoral Program in Computer and Communication Sciences (EDIC), EPFL
• Affiliations:
  • LIONS Lab, EPFL

No scientific awards are explicitly mentioned in the provided texts. Their advising and grant activities are not detailed here. The LIONS Lab focuses on information theory, signal processing, and machine learning applications.