🔬 Research Focus

🔬 Research Focus

• Brain-inspired Neuromorphic Computing:
  • Effective Applications [ICCAD’23, SIGIR’22]
  • Adaptive and Flexible Compression [ISCA’25, ASP-DAC’25]
  • Execution Optimization [2×DATE’25, TPDS’24, ASP-DAC’24]
  • CiM-based Accelration [APPT’25, MICRO’24, ASP-DAC’24]
• LLMs/Neural Network Acceleration
  • Acceleration of Neural Networks via Efficient Encoding [HPCA’24, DAC’24, ICCAD’25]
  • Sparsity Compilation [HPCA’25, TODAES’24, ASP-DAC’24]
• Spatial Intelligence (Efficient 3D Perception and Reconstruction)
  • Deformable Attention Optimization for Efficient 3D Detection [DAC’24]
  • 3D Reconstruction Acceleration [HPCA’26, ASPLOS’25]
• Efficient design for Secure AI
  • Area Effcient Design for LUT-based Large Number Modular Reduction [DATE’26, DAC’25]
  • Secure Neuromorphic Computing [DAC’24, ASP-DAC’24, DAC’23, TACO’25]