Jiajun Zhou

According to our database, Jiajun Zhou authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models.

Jiajun Zhou, Yifan Yang, Kai Zhen, Ziyue Liu, Yequan Zhao, Ershad Banijamali, Athanasios Mouchtaris, Ngai Wong, Zheng Zhang

CoRR, February, 2025

Lite It Fly: An All-Deformable-Butterfly Network.

Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong

IEEE Trans. Neural Networks Learn. Syst., January, 2025

NoiseZO: RRAM Noise-Driven Zeroth-Order Optimization for Efficient Forward-Only Training.

Shuqi Wang, Zhengwu Liu, Chenchen Ding, Chen Zhang, Taiqiang Wu, Jiajun Zhou, Ngai Wong

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference.

Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2024

A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC.

Boyu Li, Kai Li, Jiajun Zhou, Yuan Ren, Wei Mao, Hao Yu, Ngai Wong

IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models.

Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution.

Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources.

Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

PECAN: A Product-Quantized Content Addressable Memory Network.

Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips.

Wenyong Zhou, Yuan Ren, Jiajun Zhou, Tianshu Hou, Ngai Wong

Proceedings of the 15th IEEE International Conference on ASIC, 2023

A Unifying Tensor View for Lightweight CNNs.

Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong

Proceedings of the 15th IEEE International Conference on ASIC, 2023