David Z. Pan

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 258

Top Venues

CoRR

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

DAC

ASP-DAC

Publications

Yao Lai, Jinxin Liu, David Z. Pan, Ping Luo
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs. CoRR (2024)
Hanchen Ye, David Z. Pan, Chris Leary, Deming Chen, Xiaoqing Xu
Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS. CoRR (2024)
Supriyo Maji, Hyungjoo Park, Gi moon Hong, Souradip Poddar, David Z. Pan
Multi-Objective Optimization for Common-Centroid Placement of Analog Transistors. CoRR (2024)
Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection. CoRR (2024)
Chen-Hao Hsu, Xiaoqing Xu, Hao Chen, Dino Ruic, David Z. Pan
TransPlace: A Scalable Transistor-Level Placer for VLSI Beyond Standard-Cell-Based Design. ASPDAC (2024)
Supriyo Maji, Sungyoung Lee, David Z. Pan
Analog Transistor Placement Optimization Considering Nonlinear Spatial Variations. DATE (2024)
Yao Lai, Sungyoung Lee, Guojin Chen, Souradip Poddar, Mengkang Hu, David Z. Pan, Ping Luo
AnalogCoder: Analog Circuit Design via Training-Free Code Generation. CoRR (2024)
Supriyo Maji, Ahmet Faruk Budak, Souradip Poddar, David Z. Pan
Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches (Invited Paper). ASPDAC (2024)
Arman Roohi, Sepehr Tabrizchi, Mehrdad Morsali, David Z. Pan, Shaahin Angizi
PiPSim: A Behavior-Level Modeling Tool for CNN Processing-in-Pixel Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Hanrui Wang, Pengyu Liu, Daniel Bochen Tan, Yilian Liu, Jiaqi Gu, David Z. Pan, Jason Cong, Umut A. Acar, Song Han
Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays. ISCA (2024)
Hanchen Ye, David Z. Pan, Chris Leary, Deming Chen, Xiaoqing Xu
Subgraph Extraction-Based Feedback-Guided Iterative Scheduling for HLS. DATE (2024)
Souradip Poddar, Youngmin Oh, Yao Lai, Hanqing Zhu, Bosun Hwang, David Z. Pan
INSIGHT: Universal Neural Simulator for Analog Circuits Harnessing Autoregressive Transformers. CoRR (2024)
Souradip Poddar, Ahmet Faruk Budak, Linran Zhao, Chen-Hao Hsu, Supriyo Maji, Keren Zhu, Yaoyao Jia, David Z. Pan
A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing. DATE (2024)
Hyunsu Chae, Keren Zhu, Bhyrav Mutnury, Zixuan Jiang, Daniel De Araujo, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, David Z. Pan
ISOP-Yield: Yield-Aware Stack-Up Optimization for Advanced Package using Machine Learning. ASPDAC (2024)
Shupeng Ning, Hanqing Zhu, Chenghao Feng, Jiaqi Gu, Zhixing Jiang, Zhoufeng Ying, Jason Midkiff, Sourabh Jain, May H. Hlaing, David Z. Pan, Ray T. Chen
Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerator. CoRR (2024)
Hyunsu Chae, Keren Zhu, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Daniel De Araujo, Jay Reddy, Adam R. Klivans, David Z. Pan
ISOP+: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z. Pan, Frederic T. Chong, Song Han, Zhangyang Wang
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits. CoRR (2024)
Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
Automated Physical Design Watermarking Leveraging Graph Neural Networks. CoRR (2024)
Xiaohan Gao, Haoyi Zhang, Siyuan Ye, Mingjie Liu, David Z. Pan, Linxiao Shen, Runsheng Wang, Yibo Lin, Ru Huang
Post-layout simulation driven analog circuit sizing. Sci. China Inf. Sci. 67 (4) (2024)
Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator. HPCA (2024)
Guojin Chen, Zixiao Wang, Bei Yu, David Z. Pan, Martin D. F. Wong
Ultrafast Source Mask Optimization via Conditional Discrete Diffusion. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
Guojin Chen, Keren Zhu, Seunggeun Kim, Hanqing Zhu, Yao Lai, Bei Yu, David Z. Pan
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation. CoRR (2024)
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)
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) (2023)
Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Rongxing Tang, Shupeng Ning, May Hlaing, Jason Midkiff, Sourabh Jain, David Z. Pan, Ray T. Chen
Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning. CoRR (2023)
Ahmet Faruk Budak, David Smart, Brian Swahn, David Z. Pan
APOSTLE: Asynchronously Parallel Optimization for Sizing Analog Transistors Using DNN Learning. ASP-DAC (2023)
Hanrui Wang, Yilian Liu, Pengyu Liu, Jiaqi Gu, Zirui Li, Zhiding Liang, Jinglei Cheng, Yongshan Ding, Xuehai Qian, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han
RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training. CoRR (2023)
Xiaohan Gao, Haoyi Zhang, Siyuan Ye, Mingjie Liu, David Z. Pan, Linxiao Shen, Runsheng Wang, Yibo Lin, Ru Huang
Post-Layout Simulation Driven Analog Circuit Sizing. CoRR (2023)
Xiyuan Tang, Xiangxing Yang, Jiaxin Liu, Zongnan Wang, Wei Shi, David Z. Pan, Nan Sun
A Bandwidth-Adaptive Pipelined SAR ADC With Three-Stage Cascoded Floating Inverter Amplifier. IEEE J. Solid State Circuits 58 (9) (2023)
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) (2023)
Ahmet Faruk Budak, Keren Zhu, David Z. Pan
Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks. ICCAD (2023)
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)
Hyunsu Chae, Bhyrav Mutnury, Keren Zhu, Douglas Wallace, Douglas Winterberg, Daniel De Araujo, Jay Reddy, Adam R. Klivans, David Z. Pan
ISOP: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design. DATE (2023)
Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference. CoRR (2023)
Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan
Hierarchical Analog and Mixed-Signal Circuit Placement Considering System Signal Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (8) (2023)
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) (2023)
Zhili Xiong, Rachel Selina Rajarathnam, Zhixing Jiang, Hanqing Zhu, David Z. Pan
DREAMPlaceFPGA-MP: An Open-Source GPU-Accelerated Macro Placer for Modern FPGAs with Cascade Shapes and Region Constraints. CoRR (2023)
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) (2023)
Shaahin Angizi, Sepehr Tabrizchi, David Z. Pan, Arman Roohi
PISA: A Non-Volatile Processing-in-Sensor Accelerator for Imaging Systems. IEEE Trans. Emerg. Top. Comput. 11 (4) (2023)
Hanrui Wang, Pengyu Liu, Kevin Shao, Dantong Li, Jiaqi Gu, David Z. Pan, Yongshan Ding, Song Han
Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers. CoRR (2023)
Zixuan Jiang, Jiaqi Gu, David Z. Pan
NormSoftmax: Normalizing the Input of Softmax to Accelerate and Stabilize Training. COINS (2023)
Zixuan Jiang, Jiaqi Gu, Hanqing Zhu, David Z. Pan
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers. NeurIPS (2023)
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)
Zixuan Jiang, Jiaqi Gu, Hanqing Zhu, David Z. Pan
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers. CoRR (2023)
Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan
Delving into Effective Gradient Matching for Dataset Condensation. COINS (2023)
Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxin Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator. CoRR (2023)
Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z. Pan, Frederic T. Chong, Song Han, Zhangyang Wang
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits. QCE (2023)
Ahmet Faruk Budak, Keren Zhu, David Z. Pan
Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks. CoRR (2023)
Hanrui Wang, Pengyu Liu, Bochen Tan, Yilian Liu, Jiaqi Gu, David Z. Pan, Jason Cong, Umut Acar, Song Han
FPQA-C: A Compilation Framework for Field Programmable Qubit Array. CoRR (2023)
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) (2023)
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)
Wei Li, Ruxuan Li, Yuzhe Ma, Siu On Chan, David Z. Pan, Bei Yu
Rethinking Graph Neural Networks for the Graph Coloring Problem. CoRR (2022)
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)
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)
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)
Ahmet F. 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)
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 (2022)
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)
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) (2022)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2022)
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)
David Z. Pan
EDAML 2022 Keynote Speaker: Machine Learning for Agile, Intelligent and Open-Source EDA. IPDPS Workshops (2022)
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) (2022)
Jiaqi Gu, Ben Keller, Jean Kossaifi, Anima Anandkumar, Brucek Khailany, David Z. Pan
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression. CoRR (2022)
Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan
Delving into Effective Gradient Matching for Dataset Condensation. CoRR (2022)
Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan
Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper). ASP-DAC (2022)
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)
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) (2022)
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)
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)
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 (2022)
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)
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)
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)
Gracieli Posser, Evangeline F. Y. Young, Stephan Held, Yih-Lang Li, David Z. Pan
Challenges and Approaches in VLSI Routing. ISPD (2022)
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)
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)
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)
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) (2022)
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 (2022)
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)
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)
Zixuan Jiang, Jiaqi Gu, Mingjie Liu, Keren Zhu, David Z. Pan
Optimizer Fusion: Efficient Training with Better Locality and Parallelism. CoRR (2021)
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)
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 (2021)
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) (2021)
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)
Zixuan Jiang, Ebrahim M. Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe Jiang, Young-Joon Lee, David Z. Pan
Delving into Macro Placement with Reinforcement Learning. CoRR (2021)
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 (2021)
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)
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) (2021)
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 (2021)
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) (2021)
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)
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 (2021)
Zixuan Jiang, Jiaqi Gu, David Z. Pan
A New Acceleration Paradigm for Discrete CosineTransform and Other Fourier-Related Transforms. CoRR (2021)

David Z. Pan.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

David Z. Pan