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David Z. Pan

  1. AnalogCoder: Analog Circuit Design via Training-Free Code Generation
    2024/05/23 by Yao Lai, Lai, Yao, Sungyoung Lee +11 · 20 citations
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Embedded Systems Design Techniques #Emerging Technologies (cs.ET) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. APOLLO: SGD-like Memory, AdamW-level Performance
    2024/12/06 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +18 · 2 voices · 14 citations
    Computer Science · #Parallel Computing and Optimization Techniques
  3. Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation
    2021/11/01 by Jiaqi Gu, Gu, Jiaqi, Hyoukjun Kwon +15 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  4. Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers
    2023/11/27 by Hanrui Wang, Wang, Hanrui, Pengyu Liu +13 · 6 citations
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
  5. TAG: Learning Circuit Spatial Embedding From Layouts
    2022/09/07 by Keren Zhu, Zhu, Keren, Hao Chen +11 · 3 citations
    Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #VLSI and FPGA Design Techniques
  6. Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerators
    2024/03/21 by Shupeng Ning, Ning, Shupeng, Hanqing Zhu +19 · 5 citations
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Photonic and Optical Devices #Optical Network Technologies
  7. DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using\n Deep Neural Networks
    2021/10/01 by Ahmet F. Budak, Prateek Bhansali, Budak, Ahmet F. +9 · 3 citations
    Engineering · #Advancements in Semiconductor Devices and Circuit Design #VLSI and FPGA Design Techniques #Low-power high-performance VLSI design
  8. Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization
    2020/12/21 by Jiaqi Gu, Chenghao Feng, Gu, Jiaqi +9 · 2 citations
    Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
  9. L2ight: Enabling On-Chip Learning for Optical Neural Networks via\n Efficient in-situ Subspace Optimization
    2021/10/27 by Jiaqi Gu, Gu, Jiaqi, Hanqing Zhu +9 · 2 citations
    Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
  10. Delving into Effective Gradient Matching for Dataset Condensation
    2022/07/30 by Zixuan Jiang, Jiang, Zixuan, Jiaqi Gu +5 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Human Pose and Action Recognition
  11. The Path Not Taken: RLVR Provably Learns Off the Principals
    2025/11/11 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +26 · 1 voice · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
  12. LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation
    2024/06/07 by Guojin Chen, Chen, Guojin, Keren Zhu +11 · 3 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #VLSI and FPGA Design Techniques #Manufacturing Process and Optimization
  13. Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
    2024/05/10 by Yao Lai, Lai, Yao, Jinxin Liu +5 · 2 citations
    Engineering · Computer Science · #VLSI and FPGA Design Techniques #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing
  14. Optimizer Fusion: Efficient Training with Better Locality and Parallelism
    2021/04/01 by Zixuan Jiang, Jiang, Zixuan, Jiaqi Gu +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM #Mathematical Software (cs.MS)
  15. HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression
    2022/11/30 by Jiaqi Gu, Ben Keller, Gu, Jiaqi +9 · 1 citation
    Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
  16. ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement
    2021/12/15 by Hanqing Zhu, Zhu, Hanqing, Jiaqi Gu +11 · 1 citation
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Optical Network Technologies #Advanced Memory and Neural Computing
  17. Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS
    2024/01/22 by Hanchen Ye, Ye, Hanchen, David Z. Pan +7 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
  18. UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings
    2025/05/17 by Jiajun Qin, Yuan Pu, Qin, Jiajun +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  19. Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration
    2022/08/17 by Hanqing Zhu, Zhu, Hanqing, Keren Zhu +11 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
  20. PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training
    2017/09/18 by Meng Li, Li, Meng, Liangzhen Lai +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  21. Automated Physical Design Watermarking Leveraging Graph Neural Networks
    2024/07/30 by Ruisi Zhang, Rachel Selina Rajarathnam, Zhang, Ruisi +5 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #Digital Rights Management and Security #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  22. PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
    2024/11/05 by Hanqing Zhu, Zhu, Hanqing, Guojin Chen +10 · 2 citations
    Engineering · Computer Science · #Photonic and Optical Devices #Neural Networks and Reservoir Computing #Optical Network Technologies
  23. ISO: An RLVR-Native Optimization Stack
    2026/07/21 by Hanqing Zhu, Wenyan Cong, Zhizhou Sha +8
    #cs.LG #cs.AI