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Bei Yu 0001
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Publications
- 2023
- [j80]Hao Geng, Tinghuan Chen, Yuzhe Ma, Binwu Zhu, Bei Yu:
PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(1): 178-189 (2023) - [j68]Su Zheng, Hao Geng, Chen Bai, Bei Yu, Martin D. F. Wong:
Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization. ACM Trans. Design Autom. Electr. Syst. 28(5): 74:1-74:23 (2023) - [c162]Hao Geng, Qi Sun, Tinghuan Chen, Qi Xu, Tsung-Yi Ho, Bei Yu:
Mixed-Type Wafer Failure Pattern Recognition. ASP-DAC 2023: 727-732 - 2022
- [j65]Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Fan Yang, Xuan Zeng, Bei Yu:
Faster Region-Based Hotspot Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 669-680 (2022) - [j62]Hao Geng, Yuzhe Ma, Qi Xu, Jin Miao, Subhendu Roy, Bei Yu:
High-Speed Adder Design Space Exploration via Graph Neural Processes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2657-2670 (2022) - [j60]Hao Geng, Haoyu Yang, Lu Zhang, Fan Yang, Xuan Zeng, Bei Yu:
Hotspot Detection via Attention-Based Deep Layout Metric Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2685-2698 (2022) - [j57]Qi Xu, Hao Geng, Tianming Ni, Song Chen, Bei Yu, Yi Kang, Xiaoqing Wen:
Fortune: A New Fault-Tolerance TSV Configuration in Router-Based Redundancy Structure. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3182-3187 (2022) - [j53]Tinghuan Chen, Bin Duan, Qi Sun, Meng Zhang, Guoqing Li, Hao Geng, Qianru Zhang, Bei Yu:
An Efficient Sharing Grouped Convolution via Bayesian Learning. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7367-7379 (2022) - [c130]Hao Geng, Tinghuan Chen, Qi Sun, Bei Yu:
Techniques for CAD Tool Parameter Auto-tuning in Physical Synthesis: A Survey (Invited Paper). ASP-DAC 2022: 635-640 - [c126]Qi Sun, Xinyun Zhang, Hao Geng, Yuxuan Zhao, Yang Bai, Haisheng Zheng, Bei Yu:
GTuner: tuning DNN computations on GPU via graph attention network. DAC 2022: 1045-1050 - [c125]Hao Geng, Qi Xu, Tsung-Yi Ho, Bei Yu:
PPATuner: pareto-driven tool parameter auto-tuning in physical design via gaussian process transfer learning. DAC 2022: 1237-1242 - 2021
- [j50]Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu:
VLSI mask optimization: From shallow to deep learning. Integr. 77: 96-103 (2021) - [j48]Tinghuan Chen, Bingqing Lin, Hao Geng, Shiyan Hu, Bei Yu:
Leveraging Spatial Correlation for Sensor Drift Calibration in Smart Building. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(7): 1273-1286 (2021) - [c104]Qi Sun, Chen Bai, Hao Geng, Bei Yu:
Deep Neural Network Hardware Deployment Optimization via Advanced Active Learning. DATE 2021: 1510-1515 - [c97]Hao Geng, Fan Yang, Xuan Zeng, Bei Yu:
When Wafer Failure Pattern Classification Meets Few-shot Learning and Self-Supervised Learning. ICCAD 2021: 1-8 - [c91]Qi Sun, Chen Bai, Tinghuan Chen, Hao Geng, Xinyun Zhang, Yang Bai, Bei Yu:
Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning. ICCV 2021: 5360-5370 - 2020
- [j41]Qi Xu, Song Chen, Hao Geng, Bo Yuan, Bei Yu, Feng Wu, Zhengfeng Huang:
Fault tolerance in memristive crossbar-based neuromorphic computing systems. Integr. 70: 70-79 (2020) - [j39]Hao Geng, Wei Zhong, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu:
SRAF Insertion via Supervised Dictionary Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2849-2859 (2020) - [j36]Qi Xu, Hao Geng, Song Chen, Bei Yu, Feng Wu:
Memristive Crossbar Mapping for Neuromorphic Computing Systems on 3D IC. ACM Trans. Design Autom. Electr. Syst. 25(1): 8:1-8:19 (2020) - [c88]Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu:
VLSI Mask Optimization: From Shallow To Deep Learning. ASP-DAC 2020: 434-439 - [c83]Hao Geng, Haoyu Yang, Lu Zhang, Jin Miao, Fan Yang, Xuan Zeng, Bei Yu:
Hotspot Detection via Attention-based Deep Layout Metric Learning. ICCAD 2020: 16:1-16:8 - 2019
- [c72]Hao Geng, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu:
SRAF insertion via supervised dictionary learning. ASP-DAC 2019: 406-411 - [c69]Tinghuan Chen, Bingqing Lin, Hao Geng, Bei Yu:
Sensor Drift Calibration via Spatial Correlation Model in Smart Building. DAC 2019: 105 - [c67]Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Xuan Zeng, Bei Yu:
Faster Region-based Hotspot Detection. DAC 2019: 146 - [i27]Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu:
VLSI Mask Optimization: From Shallow To Deep Learning. CoRR abs/1912.07254 (2019) - 2018
- [c54]Hao Geng, Haoyu Yang, Bei Yu, Xingquan Li, Xuan Zeng:
Sparse VLSI Layout Feature Extraction: A Dictionary Learning Approach. ISVLSI 2018: 488-493
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