Publications

Conference

• [C7] Not All Tasks Quantize Equally: Fisher-Guided Quantization for Visual Geometry Transformer [Paper]
  Y. Zhang, J. Cheng, W. Feng, J. Luo, C. Yang, Z. An, Y. Xu, W. Zhang
  The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), 2026 (CCF-A)
  

• [C6] TherMapNet Attention-Guided Runtime Full-Chip Thermal Map Prediction from Performance Metrics [Paper]
  Q. Gu, C. Ma, M. Yang, Y. Zhang, J. Zhang, W. Zhang, L. Jiang
  The 44th IEEE International Conference on Computer Design (ICCD), 2026 (CCF-B)
  

• [C5] FLICKER: A Fine-Grained Contribution-Aware Accelerator for Real-Time 3D Gaussian Splatting [Paper]
  W. Ou, Z. Wu, Y. Zhang, D. Wu, F. Z. Hong, C. P. Yue
  Design, Automation & Test in Europe Conference (DATE), 2026 (CCF-B)
  

• [C4] DRACO: A Hardware-Efficient Robot Rigid Body Dynamics Accelerator with Precision-Aware Quantization Framework [Paper]
  X. Liu, J. Liang, Y. Zhang, L. Du, C. Ma, H. Yu, J. Xu, W. Zhang
  IEEE International Symposium on High Performance Computer Architecture (HPCA), 2026 (CCF-A)
  

• [C3] HERO: Hardware-Efficient RL-based Optimization Framework for NeRF Quantization
  Y. Zhang, C. Ma, J. Ge, L. Jiang, J. Xu, W. Zhang
  IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2026 (CCF-C)
  

• [C2] FLEX: Leveraging FPGA-CPU Synergy for Mixed-Cell-Height Legalization Acceleration
  X. Liu, J. Liang, L. Du, Y. Zhang, C. Ma, H. Fan, J. Xu, W. Zhang
  International Conference on Parallel Processing (ICPP), 2025 (CCF-B)
  

• [C1] SpNeRF: Memory Efficient Sparse Volumetric Neural Rendering Accelerator for Edge Devices [PDF]
  Y. Zhang, J. Liang, J. Peng, J. Xu, W. Zhang
  Design, Automation & Test in Europe Conference & Exhibition (DATE), 2025 (CCF-B)

Journal

• [J2] Guiding multimodal LLMs for efficient visual place recognition
  Z. He, W. Li, J. Cheng, Y. Zhang, C.-M. Vong, J. Wu, X. Chen
  Pattern Recognition Letters, 2026 (CCF-C)
  

• [J1] Data-Pattern-Based Predictive On-Chip Power Meter in DNN Accelerator
  J. Peng, T. Liang, J. Jiang, Y. Zhang, Z. Lin, Z. Xie, W. Zhang
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD’24) (CCF-A)