Wenyong Zhou

Wenyong Zhou

Non multa, sed multum

Publications

Conference

  1. Y. Cheng, B. Huang, T. Wu, W. Zhou, Z. Liu, G. Chesi, and N. Wong. Perspective-aware 3D Gaussian Inpainting with Multi-view Consistency, 2025 IEEE/CVF International Conference on Computer Vision (ICCV), Honolulu, Hawaii, 2025.

  2. W. Zhou*, J. Ren*, T. Wu, Y. Cheng, Z. Liu and N. Wong. Distribution-Aware Hadamard Quantization for Hardware-Efficient Implicit Neural Representations, 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 2025.

  3. W. Zhou, T. Wu, C. Ding, Y. Ren, Z. Liu and N. Wong. Towards RRAM-based Transformer-based Vision Models with Noise-aware Knowledge Distillation, 2025 Design, Automation & Test in Europe Conference & Exhibition (DATE), Lyon, France, 2025.

  4. W. Zhou*, T. Wu*, Y. Cheng, C. Zhang, Z. Liu and N. Wong. MINR: Efficient Implicit Neural Representations for Multi-Image Encoding, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025.

  5. W. Zhou*, Y. Cheng*, T. Wu, C. Zhang, Z. Liu and N. Wong. Enhancing Robustness of Implicit Neural Representations Against Weight Perturbations, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025.

  6. T. Hou, Y. Ren, W. Zhou, C. Li, Z. Wang, H-B. Chen, and N. Wong, Physics-Informed Learning for Versatile RRAM Reset and Retention Simulation, 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), Incheon, Korea, Republic of, 2024.

  7. W. Qi*, W. Zhou*, N. Wong and S.C. Chan, Hybrid Module with Multiple Receptive Fields and Self-Attention Layers for Medical Image Segmentation, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024.

  8. W. Zhou*, Y. Ren*, J. Zhou, C. Ding, Z. Liu, and N. Wong, RRAM-Based Isotropic CNNs with High Robustness and Resource Utilization Rate, 2025 9th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Hong Kong, China, 2025.

  9. W. Zhou*, Y. Ren*, J. Zhou, T. Hou, and N. Wong, A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips, 2023 IEEE 15th International Conference on ASIC (ASICON), Nanjing, China, 2023.

  10. Z. Guan*, W. Zhou*, Y. Ren, R. Xie, H. Yu and N. Wong, A Hardware-Aware Neural Architecture Search Pareto Front Exploration for In-Memory Computing, 2022 IEEE 16th International Conference on Solid-State & Integrated Circuit Technology (ICSICT), Nanjing, China, 2022.

Journal

  1. J. Ren*, W. Zhou*, T. Wu, Y. Cheng, Z. Liu and N. Wong. Patch-Based Implicit Neural Representations for Efficient and Scalable Inference, IEEE Transactions on Circuits and Systems II: Express Briefs.

  2. T. Wu*, C. Ding*, W. Zhou*, Y. Cheng, X. Feng, S. Wang, F. Shi, Z. Liu and N. Wong. Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

  3. X. Feng, W. Zhou, T. Wu, M. Li, Z. Liu and N. Wong. SMURF: Generalized Multivariate Nonlinear Function Approximation for Versatile Applications, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

  4. W. Zhou, Y. Ren, Z. Liu and N. Wong. Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

  5. W. Zhou*, B. Li*, T. Wu, C. Ding, Z. Liu and N. Wong. QuadINR: Quadratic Implicit Neural Representations for Efficient Memristor-based CIM System, IEEE Transactions on Circuits and Systems II: Express Briefs.