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ORCIDRuiqi Guo
Publications
- 2026
[j16]Xiaolong Yang
, Yang Wang, Yubin Qin, Wende Xu, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
An Energy-Efficient Transformer Fine-Tuning Processor for Personalized Edge Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 73(6): 4138-4151 (2026)- [c39]Xiaolong Yang, Yang Wang, Wende Xu, Yubin Qin, Huanyu Wang, Ruiqi Guo, Zhiheng Yue, Jiangyuan Gu, Shaojun Wei, Yang Hu, Shouyi Yin:
2.9 A 0.24mJ/Frame Quadratic Interpolation 4DGS Processor with Recursive Computation Reuse and Tree-Based Parallel-Rendering. ISSCC 2026: 58-60 - [c38]Yang Wang, Huanyu Wang, Jiaxin Yang, Yutong Su, Ruiqi Guo, Zhiheng Yue, Jiangyuan Gu, Shaojun Wei, Yang Hu, Shouyi Yin:
A 28nm Speculative-Decoding LLM Processor Achieving 105-to-685µs/Token Latency for Billion-Parameter Models. ISSCC 2026: 546-548 - 2025
- [j14]Ruiqi Guo, Zhiheng Yue, Yang Wang, Hao Li, Te Hu, Yabing Wang, Hao Sun, Jeng-Long Hsu, Yaojun Zhang, Bonan Yan, Leibo Liu, Ru Huang, Shaojun Wei, Shouyi Yin:
A 28-nm 28.8-TOPS/W Attention-Based NN Processor With Correlative CIM Ring Architecture and Dataflow-Reshaped Digital-Assisted CIM Array. IEEE J. Solid State Circuits 60(1): 332-346 (2025) - [j13]Zhiheng Yue, Yang Wang, Huizheng Wang, Ruiqi Guo, Fengbin Tu, Jianxun Yang, Shaojun Wei, Yang Hu, Shouyi Yin:
CV-CIM: A Hybrid Domain Xor-Derived Similarity-Aware Computation-in-Memory Supporting Cost-Volume Construction. IEEE J. Solid State Circuits 60(2): 719-733 (2025) - [j12]Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
An Energy-Efficient POSIT Compute-in-Memory Macro for High-Accuracy AI Applications. IEEE J. Solid State Circuits 60(8): 2981-2994 (2025) - [c37]Zhiheng Yue, Xujiang Xiang, Yang Wang, Ruiqi Guo, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
14.4 A 51.6TFLOPs/W Full-Datapath CIM Macro Approaching Sparsity Bound and <-30 Loss for Compound AI. ISSCC 2025: 1-3 - 2024
- [c36]Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Shaojun Wei, Yang Hu, Shouyi Yin:
A 28nm 118.26TOPS/W Multi-Dimensional Fault-Tolerant Al Processor Enabling Voltage-Frequency Scaling Below Point-of-First-Failure. A-SSCC 2024: 1-3 - [c34]Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. ISCA 2024: 396-409 - [c33]Ruiqi Guo, Lei Wang, Xiaofeng Chen, Hao Sun, Zhiheng Yue, Yubin Qin, Huiming Han, Yang Wang, Fengbin Tu, Shaojun Wei, Yang Hu, Shouyi Yin:
20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models. ISSCC 2024: 362-364 - [c32]Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications. ISSCC 2024: 566-568 - [c31]Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
A 22nm 54.94TFLOPS/W Transformer Fine-Tuning Processor with Exponent-Stationary Re-Computing, Aggressive Linear Fitting, and Logarithmic Domain Multiplicating. VLSI Technology and Circuits 2024: 1-2 - 2023
- [j10]Ruiqi Guo, Zhiheng Yue, Xin Si, Hao Li, Te Hu, Limei Tang, Yabing Wang, Hao Sun, Leibo Liu, Meng-Fan Chang, Qiang Li, Shaojun Wei, Shouyi Yin:
TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization. IEEE J. Solid State Circuits 58(3): 852-866 (2023) - [c29]Xiaofeng Chen, Ruiqi Guo, Zhiheng Yue, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin:
A Systolic Computing-in-Memory Array based Accelerator with Predictive Early Activation for Spatiotemporal Convolutions. AICAS 2023: 1-5 - [c25]Zhiheng Yue, Yang Wang, Huizheng Wang, Yabing Wang, Ruiqi Guo, Limei Tang, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
CV-CIM: A 28nm XOR-Derived Similarity-Aware Computation-in-Memory for Cost-Volume Construction. ISSCC 2023: 138-139 - [c23]Yang Wang, Yubin Qin, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing. VLSI Technology and Circuits 2023: 1-2 - 2021
- [c20]Ruiqi Guo, Zhiheng Yue, Xin Si, Te Hu, Hao Li, Limei Tang, Yabing Wang, Leibo Liu, Meng-Fan Chang, Qiang Li, Shaojun Wei, Shouyi Yin:
15.4 A 5.99-to-691.1TOPS/W Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity-Based Optimization and Variable-Precision Quantization. ISSCC 2021: 242-244
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