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2020 – today
- 2025
[j2]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)- [c6]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 - [i2]Yushu Zhao, Yubin Qin, Yang Wang, Xiaolong Yang, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
MoBiLE: Efficient Mixture-of-Experts Inference on Consumer GPU with Mixture of Big Little Experts. CoRR abs/2510.12357 (2025) - [i1]Yushu Zhao, Yubin Qin, Yang Wang, Xiaolong Yang, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing. CoRR abs/2510.18525 (2025) - 2024
- [j1]Ruiqi Guo, Xiaofeng Chen, Lei Wang, Yang Wang, Hao Sun, Jingchuan Wei, Huiming Han, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
CIMFormer: A Systolic CIM-Array-Based Transformer Accelerator With Token-Pruning-Aware Attention Reformulating and Principal Possibility Gathering. IEEE J. Solid State Circuits 59(10): 3317-3329 (2024) - [c5]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 - [c4]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 - [c3]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 - [c2]Yiqi Wang, Zhen He, Chenggang Zhao, Zihan Wu, Mingyu Gao, Huiming Han, Shaojun Wei, Yang Hu, Fengbin Tu, Shouyi Yin:
ETCIM: An Error-Tolerant Digital-CIM Processor with Redundancy-Free Repair and Run-Time MAC and Cell Error Correction. VLSI Technology and Circuits 2024: 1-2 - [c1]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
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