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Jiajun Zhou
Jiajun Zhou
The University of Hong Kong
Adresă de e-mail confirmată pe connect.hku.hk
Titlu
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Anul
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
Y Yang, J Zhou, N Wong, Z Zhang
NAACL 2024, 2024
202024
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference
J Zhou, J Wu, Y Gao, Y Ding, C Tao, B Li, F Tu, KT Cheng, HKH So, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023
122023
Pecan: A product-quantized content addressable memory network
J Ran, R Lin, JCL Li, J Zhou, N Wong
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
72023
Msd: Mixing signed digit representations for hardware-efficient dnn acceleration on fpga with heterogeneous resources
J Wu, J Zhou, Y Gao, Y Ding, N Wong, HKH So
2023 IEEE 31st Annual International Symposium on Field-Programmable Custom …, 2023
62023
A reconfigurable processing element for multiple-precision floating/fixed-point HPC
B Li, K Li, J Zhou, Y Ren, W Mao, H Yu, N Wong
IEEE Transactions on Circuits and Systems II: Express Briefs 71 (3), 1401-1405, 2023
22023
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution
B Huang, JCL Li, J Ran, B Li, J Zhou, D Yu, N Wong
The 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2023
12023
Lite it fly: An all-deformable-butterfly network
R Lin, JCL Li, J Zhou, B Huang, J Ran, N Wong
IEEE Transactions on Neural Networks and Learning Systems, 2023
12023
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
J Zhou, Y Yang, K Zhen, Z Liu, Y Zhao, E Banijamali, A Mouchtaris, ...
arXiv preprint arXiv:2502.12346, 2025
2025
A Time-and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips
W Zhou, Y Ren, J Zhou, T Hou, N Wong
2023 IEEE 15th International Conference on ASIC (ASICON), 1-4, 2023
2023
A Unifying Tensor View for Lightweight CNNs
JCL Li, R Lin, J Zhou, EYM Lam, N Wong
2023 IEEE 15th International Conference on ASIC (ASICON), 1-4, 2023
2023
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