Hello There 👋 A-suozhang Here

I am Tianchen Zhao, currently a Phd. student at NICS-EFC, EE Dept., Tsinghua University. My main research focus is Efficient Deep Learning algorithms, and software-hardware co-design. My recent research interest is Effiicent AIGC (diffusion-based generation methods).

📤 Feel free to contact me through suozhang1998@gmail.com for discussion and cooperaion, and our lab is open for visting student, please ref here

I've done research about these compression techniques:

• Network Pruning: (structural pruning for CNN)
• Quantization: (binary network, low-bit training)
• Neural Architecture Search: (participate in developing aw_nas a modularized NAS framework)
• Adaptive Inference: (adaptive inference for 3D voxel-based CNN)

and these applications:

• Autonomous Driving (3D Transformer & efficient lidar-based perception, intern at Novauto Inc.)
• AIGC (efficient Diffusion methods)