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David Z. Pan
David Zhigang Pan
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- affiliation: University of Texas at Austin, USA
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2020 – today
- 2023
- [j107]Xiangxing Yang
, Keren Zhu
, Xiyuan Tang
, Meizhi Wang, Mingtao Zhan, Nanshu Lu, Jaydeep P. Kulkarni
, David Z. Pan
, Yongpan Liu
, Nan Sun:
An In-Memory-Computing Charge-Domain Ternary CNN Classifier. IEEE J. Solid State Circuits 58(5): 1450-1461 (2023) - [j106]Xiaohan Gao
, Haoyi Zhang, Mingjie Liu
, Linxiao Shen
, David Z. Pan
, Yibo Lin
, Runsheng Wang
, Ru Huang:
Interactive Analog Layout Editing With Instant Placement and Routing Legalization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 698-711 (2023) - [j105]Jiaqi Gu
, Chenghao Feng
, Hanqing Zhu
, Zheng Zhao, Zhoufeng Ying
, Mingjie Liu
, Ray T. Chen, David Z. Pan
:
SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 807-819 (2023) - [j104]Hanqing Zhu
, Jiaqi Gu
, Chenghao Feng
, Mingjie Liu
, Zixuan Jiang
, Ray T. Chen, David Z. Pan
:
ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 820-833 (2023) - [j103]Keren Zhu
, Hao Chen
, Mingjie Liu
, David Z. Pan
:
Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System. IEEE Trans. Circuits Syst. II Express Briefs 70(2): 715-720 (2023) - [c267]Ahmet Faruk Budak, David Smart, Brian Swahn, David Z. Pan:
APOSTLE: Asynchronously Parallel Optimization for Sizing Analog Transistors Using DNN Learning. ASP-DAC 2023: 70-75 - [c266]Hao Chen
, Kai-Chieh Hsu
, Walker J. Turner
, Po-Hsuan Wei
, Keren Zhu
, David Z. Pan
, Haoxing Ren
:
Reinforcement Learning Guided Detailed Routing for Custom Circuits. ISPD 2023: 26-34 - [c265]Ahmet Faruk Budak
, Keren Zhu
, Hao Chen
, Souradip Poddar
, Linran Zhao
, Yaoyao Jia
, David Z. Pan
:
Joint Optimization of Sizing and Layout for AMS Designs: Challenges and Opportunities. ISPD 2023: 84-92 - [c264]Rachel Selina Rajarathnam
, Zixuan Jiang
, Mahesh A. Iyer
, David Z. Pan
:
DREAMPlaceFPGA-PL: An Open-Source GPU-Accelerated Packer-Legalizer for Heterogeneous FPGAs. ISPD 2023: 175-184 - 2022
- [j102]Ki Yong Kim
, David Z. Pan
, Ranjit Gharpurey
:
A Broadband Spectrum Channelizer With PWM-LO-Based Sub-Band Gain Control. IEEE J. Solid State Circuits 57(3): 781-792 (2022) - [j101]Yibai Meng
, Wuxi Li
, Yibo Lin
, David Z. Pan
:
elfPlace: Electrostatics-Based Placement for Large-Scale Heterogeneous FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(1): 155-168 (2022) - [j100]Ahmet Faruk Budak, Miguel Gandara, Wei Shi, David Z. Pan
, Nan Sun
, Bo Liu
:
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1209-1221 (2022) - [j99]Martin Rapp
, Hussam Amrouch
, Yibo Lin
, Bei Yu
, David Z. Pan
, Marilyn Wolf
, Jörg Henkel
:
MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3162-3181 (2022) - [j98]Jiaqi Gu
, Chenghao Feng
, Hanqing Zhu
, Ray T. Chen
, David Z. Pan
:
Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks - A Tutorial. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2581-2585 (2022) - [c263]Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan:
Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper). ASP-DAC 2022: 108-113 - [c262]Rachel Selina Rajarathnam, Mohamed Baker Alawieh, Zixuan Jiang, Mahesh A. Iyer, David Z. Pan:
DREAMPlaceFPGA: An Open-Source Analytical Placer for Large Scale Heterogeneous FPGAs using Deep-Learning Toolkit. ASP-DAC 2022: 300-306 - [c261]Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan:
ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. ASP-DAC 2022: 332-338 - [c260]Ahmet Faruk Budak, Zixuan Jiang, Keren Zhu, Azalia Mirhoseini, Anna Goldie, David Z. Pan:
Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper). ASP-DAC 2022: 500-505 - [c259]Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Wei Shi, Nan Sun, David Z. Pan:
Generative-Adversarial-Network-Guided Well-Aware Placement for Analog Circuits. ASP-DAC 2022: 519-525 - [c258]Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra, David Z. Pan:
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation. CVPR 2022: 12084-12093 - [c257]Hanrui Wang, Jiaqi Gu, Yongshan Ding, Zirui Li, Frederic T. Chong, David Z. Pan, Song Han:
QuantumNAT: quantum noise-aware training with noise injection, quantization and normalization. DAC 2022: 1-6 - [c256]Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han:
QOC: quantum on-chip training with parameter shift and gradient pruning. DAC 2022: 655-660 - [c255]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan:
ADEPT: automatic differentiable DEsign of photonic tensor cores. DAC 2022: 937-942 - [c254]Zizheng Guo, Mingjie Liu, Jiaqi Gu, Shuhan Zhang, David Z. Pan, Yibo Lin:
A timing engine inspired graph neural network model for pre-routing slack prediction. DAC 2022: 1207-1212 - [c253]Hao Chen, Walker J. Turner, David Z. Pan, Haoxing Ren:
Routability-Aware Placement for Advanced FinFET Mixed-Signal Circuits using Satisfiability Modulo Theories. DATE 2022: 160-165 - [c252]Hanrui Wang, Yongshan Ding, Jiaqi Gu, Yujun Lin, David Z. Pan, Frederic T. Chong, Song Han:
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. HPCA 2022: 692-708 - [c251]Hanqing Zhu, Keren Zhu, Jiaqi Gu, Harrison Jin
, Ray T. Chen, Jean Anne Incorvia, David Z. Pan:
Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration. ICCAD 2022: 37 - [c250]Keren Zhu, Hao Chen, Walker J. Turner, George F. Kokai, Po-Hsuan Wei, David Z. Pan, Haoxing Ren:
TAG: Learning Circuit Spatial Embedding from Layouts. ICCAD 2022: 66 - [c249]Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han:
TorchQuantum Case Study for Robust Quantum Circuits. ICCAD 2022: 136 - [c248]David Z. Pan:
EDAML 2022 Keynote Speaker: Machine Learning for Agile, Intelligent and Open-Source EDA. IPDPS Workshops 2022: 1181 - [c247]Hao Chen, Walker J. Turner, Sanquan Song, Keren Zhu, George F. Kokai, Brian Zimmer, C. Thomas Gray, Brucek Khailany, David Z. Pan, Haoxing Ren:
AutoCRAFT: Layout Automation for Custom Circuits in Advanced FinFET Technologies. ISPD 2022: 175-183 - [c246]Gracieli Posser, Evangeline F. Y. Young, Stephan Held, Yih-Lang Li, David Z. Pan:
Challenges and Approaches in VLSI Routing. ISPD 2022: 185-192 - [c245]Wei Shi, Hanrui Wang, Jiaqi Gu, Mingjie Liu, David Z. Pan, Song Han, Nan Sun:
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL. MLCAD 2022: 35-41 - [c244]Zixuan Jiang, Mingjie Liu, Zizheng Guo, Shuhan Zhang, Yibo Lin, David Z. Pan:
A Tale of EDA's Long Tail: Long-Tailed Distribution Learning for Electronic Design Automation. MLCAD 2022: 135-141 - [i42]Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han:
On-chip QNN: Towards Efficient On-Chip Training of Quantum Neural Networks. CoRR abs/2202.13239 (2022) - [i41]Wei Shi, Hanrui Wang, Jiaqi Gu, Mingjie Liu, David Z. Pan, Song Han, Nan Sun:
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL. CoRR abs/2207.06412 (2022) - [i40]Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan:
Delving into Effective Gradient Matching for Dataset Condensation. CoRR abs/2208.00311 (2022) - [i39]Wei Li, Ruxuan Li, Yuzhe Ma, Siu On Chan, David Z. Pan, Bei Yu:
Rethinking Graph Neural Networks for the Graph Coloring Problem. CoRR abs/2208.06975 (2022) - [i38]Hanqing Zhu, Keren Zhu, Jiaqi Gu, Harrison Jin
, Ray T. Chen, Jean Anne Incorvia, David Z. Pan:
Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration. CoRR abs/2208.08099 (2022) - [i37]Keren Zhu, Hao Chen, Walker J. Turner, George F. Kokai, Po-Hsuan Wei, David Z. Pan, Haoxing Ren:
TAG: Learning Circuit Spatial Embedding From Layouts. CoRR abs/2209.03465 (2022) - [i36]Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan:
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. CoRR abs/2209.10098 (2022) - [i35]Mingjie Liu, Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Selim Dogru, Anima Anandkumar, David Z. Pan, Brucek Khailany, Haoxing Ren:
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design. CoRR abs/2210.15765 (2022) - [i34]Hanrui Wang, Pengyu Liu, Jinglei Cheng, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, Xuehai Qian, David Z. Pan, Frederic T. Chong, Song Han:
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation. CoRR abs/2210.16724 (2022) - [i33]Jiaqi Gu, Ben Keller, Jean Kossaifi, Anima Anandkumar, Brucek Khailany, David Z. Pan:
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression. CoRR abs/2211.16749 (2022) - 2021
- [j97]Hao Chen
, Mingjie Liu
, Biying Xu, Keren Zhu
, Xiyuan Tang
, Shaolan Li, Yibo Lin
, Nan Sun
, David Z. Pan
:
MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII. IEEE Des. Test 38(2): 19-26 (2021) - [j96]Mohamed Baker Alawieh
, Yibo Lin
, Zaiwei Zhang, Meng Li
, Qixing Huang, David Z. Pan
:
GAN-SRAF: Subresolution Assist Feature Generation Using Generative Adversarial Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(2): 373-385 (2021) - [j95]Junzhe Cai
, Changhao Yan
, Yudong Tao
, Yibo Lin
, Sheng-Guo Wang, David Z. Pan, Xuan Zeng
:
A Novel and Unified Full-Chip CMP Model Aware Dummy Fill Insertion Framework With SQP-Based Optimization Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(3): 603-607 (2021) - [j94]Yibo Lin
, Zixuan Jiang
, Jiaqi Gu
, Wuxi Li
, Shounak Dhar, Haoxing Ren, Brucek Khailany
, David Z. Pan
:
DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(4): 748-761 (2021) - [j93]Jiaqi Gu
, Zheng Zhao, Chenghao Feng
, Zhoufeng Ying
, Mingjie Liu
, Ray T. Chen, David Z. Pan
:
Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(9): 1796-1809 (2021) - [j92]Wei Li
, Yuzhe Ma
, Qi Sun
, Lu Zhang, Yibo Lin
, Iris Hui-Ru Jiang
, Bei Yu
, David Z. Pan
:
OpenMPL: An Open-Source Layout Decomposer. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(11): 2331-2344 (2021) - [c243]Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan:
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization. AAAI 2021: 7583-7591 - [c242]Xiaohan Gao, Chenhui Deng, Mingjie Liu, Zhiru Zhang
, David Z. Pan, Yibo Lin:
Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks. ASP-DAC 2021: 152-157 - [c241]Hao Chen, Mingjie Liu, Xiyuan Tang, Keren Zhu, Abhishek Mukherjee, Nan Sun, David Z. Pan:
MAGICAL 1.0: An Open-Source Fully-Automated AMS Layout Synthesis Framework Verified With a 40-nm 1GS/s Δ∑ ADC. CICC 2021: 1-2 - [c240]Xiangxing Yang, Keren Zhu, Xiyuan Tang, Meizhi Wang, Mingtao Zhan, Nanshu Lu, Jaydeep P. Kulkarni, David Z. Pan, Yongpan Liu, Nan Sun:
An In-Memory-Computing Charge-Domain Ternary CNN Classifier. CICC 2021: 1-2 - [c239]Ahmet Faruk Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap:
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. DAC 2021: 1219-1224 - [c238]Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan:
Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks. DAC 2021: 1243-1248 - [c237]Xiaohan Gao, Mingjie Liu, David Z. Pan, Yibo Lin:
Interactive Analog Layout Editing with Instant Placement Legalization. DAC 2021: 1249-1254 - [c236]Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan:
SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators. DATE 2021: 238-243 - [c235]Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar
, Paulo F. Butzen, Po-Chun Chien
, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu
, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert
, Sergio Bampi
, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu
, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang
, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee:
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE 2021: 1026-1031 - [c234]Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Ray T. Chen, David Z. Pan:
O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands. DATE 2021: 1062-1067 - [c233]Mingjie Liu, Walker J. Turner, George F. Kokai, Brucek Khailany, David Z. Pan, Haoxing Ren:
Parasitic-Aware Analog Circuit Sizing with Graph Neural Networks and Bayesian Optimization. DATE 2021: 1372-1377 - [c232]Mingjie Liu, Xiyuan Tang, Keren Zhu, Hao Chen, Nan Sun, David Z. Pan:
OpenSAR: An Open Source Automated End-to-end SAR ADC Compiler. ICCAD 2021: 1-9 - [c231]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan:
Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. ICCV 2021: 5209-5218 - [c230]Xiyuan Tang, Xiangxing Yang, Jiaxin Liu, Wei Shi, David Z. Pan, Nan Sun:
A 0.4-to-40MS/s 75.7dB-SNDR Fully Dynamic Event-Driven Pipelined ADC with 3-Stage Cascoded Floating Inverter Amplifier. ISSCC 2021: 376-378 - [c229]Mohamed Baker Alawieh, David Z. Pan:
ADAPT: An Adaptive Machine Learning Framework with Application to Lithography Hotspot Detection. MLCAD 2021: 1-6 - [c228]Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe W. J. Jiang, Young-Joon Lee, David Z. Pan:
Delving into Macro Placement with Reinforcement Learning. MLCAD 2021: 1-3 - [c227]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan:
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization. NeurIPS 2021: 8649-8661 - [i32]Zixuan Jiang, Jiaqi Gu, Mingjie Liu, Keren Zhu, David Z. Pan:
Optimizer Fusion: Efficient Training with Better Locality and Parallelism. CoRR abs/2104.00237 (2021) - [i31]Hanrui Wang, Yongshan Ding, Jiaqi Gu, Yujun Lin, David Z. Pan, Frederic T. Chong, Song Han:
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. CoRR abs/2107.10845 (2021) - [i30]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan:
Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. CoRR abs/2108.11430 (2021) - [i29]Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe W. J. Jiang, Young-Joon Lee, David Z. Pan:
Delving into Macro Placement with Reinforcement Learning. CoRR abs/2109.02587 (2021) - [i28]Ahmet Faruk Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap:
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. CoRR abs/2110.00211 (2021) - [i27]Zixuan Jiang, Jiaqi Gu, David Z. Pan:
A New Acceleration Paradigm for Discrete CosineTransform and Other Fourier-Related Transforms. CoRR abs/2110.01172 (2021) - [i26]Hanrui Wang, Jiaqi Gu, Yongshan Ding, Zirui Li, Frederic T. Chong, David Z. Pan, Song Han:
RoQNN: Noise-Aware Training for Robust Quantum Neural Networks. CoRR abs/2110.11331 (2021) - [i25]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan:
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization. CoRR abs/2110.14807 (2021) - [i24]Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra, David Z. Pan:
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation. CoRR abs/2111.01236 (2021) - [i23]Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Zhoufeng Ying, Zheng Zhao, David Z. Pan, Ray T. Chen:
Silicon photonic subspace neural chip for hardware-efficient deep learning. CoRR abs/2111.06705 (2021) - [i22]Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan:
ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. CoRR abs/2112.08512 (2021) - [i21]Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan:
ADEPT: Automatic Differentiable DEsign of Photonic Tensor Cores. CoRR abs/2112.08703 (2021) - 2020
- [j91]Jing Chen
, Mohamed Baker Alawieh
, Yibo Lin
, Maolin Zhang
, Jun Zhang
, Yufeng Guo
, David Z. Pan
:
Powernet: SOI Lateral Power Device Breakdown Prediction With Deep Neural Networks. IEEE Access 8: 25372-25382 (2020) - [j90]David Z. Pan
:
Report on the 38th ACM/IEEE International Conference on Computer-Aided Design (ICCAD 2019). IEEE Des. Test 37(2): 121-122 (2020) - [j89]Wenda Zhao
, Shaolan Li
, Biying Xu, Xiangxing Yang
, Xiyuan Tang
, Linxiao Shen
, Nanshu Lu, David Z. Pan
, Nan Sun
:
A 0.025-mm2 0.8-V 78.5-dB SNDR VCO-Based Sensor Readout Circuit in a Hybrid PLL- ΔΣ M Structure. IEEE J. Solid State Circuits 55(3): 666-679 (2020) - [j88]Xiyuan Tang
, Linxiao Shen
, Begum Kasap
, Xiangxing Yang
, Wei Shi, Abhishek Mukherjee
, David Z. Pan
, Nan Sun
:
An Energy-Efficient Comparator With Dynamic Floating Inverter Amplifier. IEEE J. Solid State Circuits 55(4): 1011-1022 (2020) - [j87]Shaolan Li
, David Z. Pan
, Nan Sun
:
An OTA-Less Second-Order VCO-Based CT $\Delta\Sigma$ Modulator Using an Inherent Passive Integrator and Capacitive Feedback. IEEE J. Solid State Circuits 55(5): 1337-1350 (2020) - [j86]Xiyuan Tang
, Shaolan Li
, Xiangxing Yang
, Linxiao Shen
, Wenda Zhao
, Randall P. Williams
, Jiaxin Liu
, Zhichao Tan
, Neal A. Hall
, David Z. Pan
, Nan Sun
:
An Energy-Efficient Time-Domain Incremental Zoom Capacitance-to-Digital Converter. IEEE J. Solid State Circuits 55(11): 3064-3075 (2020) - [j85]Xiyuan Tang
, Xiangxing Yang
, Wenda Zhao
, Chen-Kai Hsu
, Jiaxin Liu
, Linxiao Shen
, Abhishek Mukherjee
, Wei Shi, Shaolan Li
, David Z. Pan
, Nan Sun
:
A 13.5-ENOB, 107-μW Noise-Shaping SAR ADC With PVT-Robust Closed-Loop Dynamic Amplifier. IEEE J. Solid State Circuits 55(12): 3248-3259 (2020) - [j84]Ying Chen
, Yibo Lin
, Tianyang Gai, Yajuan Su, Yayi Wei
, David Z. Pan
:
Semisupervised Hotspot Detection With Self-Paced Multitask Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(7): 1511-1523 (2020) - [j83]Grace Li Zhang
, Bing Li
, Meng Li
, Bei Yu
, David Z. Pan
, Michaela Brunner
, Georg Sigl
, Ulf Schlichtmann
:
TimingCamouflage+: Netlist Security Enhancement With Unconventional Timing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4482-4495 (2020) - [j82]Yibo Lin
, Wuxi Li
, Jiaqi Gu
, Haoxing Ren, Brucek Khailany
, David Z. Pan
:
ABCDPlace: Accelerated Batch-Based Concurrent Detailed Placement on Multithreaded CPUs and GPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 5083-5096 (2020) - [j81]Taehyun Kwon
, Muhammad Imran
, David Z. Pan
, Joon-Sung Yang
:
Virtual-Tile-Based Flip-Flop Alignment Methodology for Clock Network Power Optimization. IEEE Trans. Very Large Scale Integr. Syst. 28(5): 1256-1268 (2020) - [c226]Mohamed Baker Alawieh, Wuxi Li, Yibo Lin, Love Singhal, Mahesh A. Iyer
, David Z. Pan:
High-Definition Routing Congestion Prediction for Large-Scale FPGAs. ASP-DAC 2020: 26-31 - [c225]Mingjie Liu, Wuxi Li, Keren Zhu, Biying Xu, Yibo Lin, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan:
S3DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity. ASP-DAC 2020: 193-198 - [c224]Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan:
Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture. ASP-DAC 2020: 476-481 - [c223]Mohamed Baker Alawieh, Duane S. Boning, David Z. Pan:
Wafer Map Defect Patterns Classification using Deep Selective Learning. DAC 2020: 1-6 - [c222]Jiaqi Gu, Zheng Zhao, Chenghao Feng, Wuxi Li, Ray T. Chen, David Z. Pan:
FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization. DAC 2020: 1-6 - [c221]Navid Khoshavi, Arman Roohi, Connor Broyles, Saman Sargolzaei, Yu Bi, David Z. Pan:
SHIELDeNN: Online Accelerated Framework for Fault-Tolerant Deep Neural Network Architectures. DAC 2020: 1-6 - [c220]Mingjie Liu, Keren Zhu, Xiyuan Tang, Biying Xu, Wei Shi, Nan Sun, David Z. Pan:
Closing the Design Loop: Bayesian Optimization Assisted Hierarchical Analog Layout Synthesis. DAC 2020: 1-6 - [c219]Mingjie Liu, Keren Zhu, Jiaqi Gu, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan:
Towards Decrypting the Art of Analog Layout: Placement Quality Prediction via Transfer Learning. DATE 2020: 496-501 - [c218]Jiaqi Gu, Zheng Zhao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan:
ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls. DATE 2020: 1586-1589 - [c217]Zixuan Jiang
, Keren Zhu
, Mingjie Liu
, Jiaqi Gu
, David Z. Pan
:
An Efficient Training Framework for Reversible Neural Architectures. ECCV (27) 2020: 275-289 - [c216]Rachel Selina Rajarathnam, Yibo Lin, Yier Jin
, David Z. Pan:
ReGDS: A Reverse Engineering Framework from GDSII to Gate-level Netlist. HOST 2020: 154-163 - [c215]Mohamed Baker Alawieh, Wei Ye, David Z. Pan:
Re-examining VLSI Manufacturing and Yield through the Lens of Deep Learning : (Invited Talk). ICCAD 2020: 12:1-12:8 - [c214]Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan:
Toward Silicon-Proven Detailed Routing for Analog and Mixed-Signal Circuits. ICCAD 2020: 18:1-18:8 - [c213]Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan:
Effective Analog/Mixed-Signal Circuit Placement Considering System Signal Flow. ICCAD 2020: 133:1-133:9 - [c212]Jiaqi Gu, Zixuan Jiang, Yibo Lin, David Z. Pan:
DREAMPlace 3.0: Multi-Electrostatics Based Robust VLSI Placement with Region Constraints. ICCAD 2020: 143:1-143:9 - [c211]Wei Ye, Mohamed Baker Alawieh, Yuki Watanabe, Shigeki Nojima, Yibo Lin, David Z. Pan:
TEMPO: Fast Mask Topography Effect Modeling with Deep Learning. ISPD 2020: 127-134 - [c210]