Jiaqi Gu

1. 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
2. Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers
   2023/11/27 by Hanrui Wang, Pengyu Liu, Wang, Hanrui +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
3. Homography Loss for Monocular 3D Object Detection
   2022/04/02 by Jiaqi Gu, Bojian Wu, Gu, Jiaqi +11 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
4. 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
5. Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization
   2020/12/21 by Jiaqi Gu, Gu, Jiaqi, Chenghao Feng +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
6. Learning Neural Volumetric Pose Features for Camera Localization
   2024/03/19 by Lin, Jingyu, Jiaqi Gu, Bojian Wu +10 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics and Sensor-Based Localization
7. L2ight: Enabling On-Chip Learning for Optical Neural Networks via\n Efficient in-situ Subspace Optimization
   2021/10/27 by Jiaqi Gu, Hanqing Zhu, 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
8. Delving into Effective Gradient Matching for Dataset Condensation
   2022/07/30 by Zixuan Jiang, Jiaqi Gu, Jiang, Zixuan +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Human Pose and Action Recognition
9. Optimizer Fusion: Efficient Training with Better Locality and Parallelism
   2021/04/01 by Zixuan Jiang, Jiaqi Gu, Jiang, Zixuan +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)
10. 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
11. 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
12. SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution
    2024/07/07 by Ziang Yin, Yin, Ziang, Nicholas Gangi +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Optical Coherence Tomography Applications #Photonic and Optical Devices
13. Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
    2025/10/16 by Hong, Yuyang, Jiaqi Gu, Gu, Jiaqi +14 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Topic Modeling
14. Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers
    2024/01/30 by Junyao Zhang, Zhang, Junyao, Hanrui Wang +17 · 1 citation
    Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Physics of Superconductivity and Magnetism
15. Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration
    2022/08/17 by Hanqing Zhu, Keren Zhu, Zhu, Hanqing +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
16. Pangenome analysis reveals yield- and fiber-related diversity and interspecific gene flow in Gossypium barbadense L.
    2025/05/29 by Qingying Meng, Peihao Xie, Zhongping Xu +19 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Plant Virus Research Studies #Research in Cotton Cultivation
17. PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
    2024/11/05 by Hanqing Zhu, Zhu, Hanqing, Cong, Wenyan +10 · 2 citations
    Engineering · Computer Science · #Photonic and Optical Devices #Neural Networks and Reservoir Computing #Optical Network Technologies
18. TeMPO: Efficient Time-Multiplexed Dynamic Photonic Tensor Core for Edge AI with Compact Slow-Light Electro-Optic Modulator
    2024/02/12 by Meng Zhang, Zhang, Meng, Dennis Yin +11 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices
19. DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor Accelerators
    2024/03/05 by Haotian Lu, Sanmitra Banerjee, Lu, Haotian +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Network Technologies #Thin-Film Transistor Technologies