Jiajun Zhou

19 papers A* 3A 1Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips.
CoRR
Wenyong Zhou, Yuan Ren, Jiajun Zhou, Tianshu Hou, Ngai Wong
2025 J jnl
Lite It Fly: An All-Deformable-Butterfly Network.
IEEE Trans. Neural Networks Learn. Syst.
Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong
2025 A* conf
NoiseZO: RRAM Noise-Driven Zeroth-Order Optimization for Efficient Forward-Only Training.
DAC
Shuqi Wang, Zhengwu Liu, Chenchen Ding, Chen Zhang, Taiqiang Wu, Jiajun Zhou, Ngai Wong
2025 A* conf
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models.
EMNLP
Jiajun Zhou, Yifan Yang, Kai Zhen, Ziyue Liu, Yequan Zhao, Ershad Banijamali, Athanasios Mouchtaris, Ngai Wong, Zheng Zhang
2025 J jnl
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models.
CoRR
Jiajun Zhou, Yifan Yang, Kai Zhen, Ziyue Liu, Yequan Zhao, Ershad Banijamali, Athanasios Mouchtaris, Ngai Wong, Zheng Zhang
2024 J jnl
A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC.
IEEE Trans. Circuits Syst. II Express Briefs
Boyu Li, Kai Li, Jiajun Zhou, Yuan Ren, Wei Mao, Hao Yu, Ngai Wong
2024 J jnl
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong
2024 A* conf
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution.
IJCAI
Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong
2024 — conf
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models.
NAACL-HLT
Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang
2024 J jnl
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models.
CoRR
Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang
2023 — conf
A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips.
ASICON
Wenyong Zhou, Yuan Ren, Jiajun Zhou, Tianshu Hou, Ngai Wong
2023 — conf
A Unifying Tensor View for Lightweight CNNs.
ASICON
Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong
2023 J jnl
A Unifying Tensor View for Lightweight CNNs.
CoRR
Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong
2023 J jnl
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference.
CoRR
Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong
2023 J jnl
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution.
CoRR
Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong
2023 J jnl
Lite it fly: An All-Deformable-Butterfly Network.
CoRR
Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong
2023 Misc conf
MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources.
FCCM
Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So
2023 A conf
PECAN: A Product-Quantized Content Addressable Memory Network.
DATE
Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong
2022 J jnl
PECAN: A Product-Quantized Content Addressable Memory Network.
CoRR
Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong