publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Efficient and accurate neural-field reconstruction using resistive memory
    Yifei Yu, Xinyuan Zhang, Shaocong Wang, and 23 more authors
    Nature, 2026
    DOI
  2. Resistive memory-based neural differential equation solver for score-based diffusion model
    Jichang Yang, Hegan Chen, Jia Chen, and 23 more authors
    Nature Communications, 2026
    DOI
  3. LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
    Xiaoshan Wu, Xiaoyang Lyu, Yifei Yu, and 3 more authors
    In International Conference on Learning Representations (ICLR), 2026
    arXiv HTML

2025

  1. VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory
    Yifei Yu, Xiaoshan Wu, Xinting Hu, and 8 more authors
    In , 2025

    In submission

    arXiv
  2. EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes
    Xiaoshan Wu*, Yifei Yu*, Xiaoyang Lyu, and 5 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2025

    Spotlight (top 3%)

    arXiv
  3. MG-Nav: Dual-Scale Visual Navigation via Sparse Spatial Memory
    Bo Wang, Jiehong Lin, Chenzhi Liu, and 5 more authors
    In arXiv, 2025
    arXiv
  4. Tunable Neuromorphic Computing for Dynamic Multi-Timescale Sensing in Motion Recognition
    Ruitong Bie, Xi Chen, Zhe Yang, and 13 more authors
    Cyborg and Bionic Systems, 2025
    DOI
  5. Re4PUF: A Reliable, Reconfigurable ReRAM-based PUF Resilient to DNN and Side Channel Attacks
    Ning Lin, Yi Li, Yangu He, and 14 more authors
    In 62nd ACM/IEEE Design Automation Conference (DAC), 2025
    DOI
  6. DBellQuant: Breaking the Bell with Double-Bell Transformation for LLMs Post Training Binarization
    Zijian Ye, Wei Huang, Yifei Yu, and 3 more authors
    arXiv, 2025
    arXiv
  7. Continuous-time digital twin with analog memristive neural ordinary differential equation solver
    Hegan Chen, Jichang Yang, Jia Chen, and 23 more authors
    Science Advances, 2025
    DOI
  8. Topology optimization of random memristors for input-aware dynamic SNN
    Bo Wang, Xinyuan Zhang, Shaocong Wang, and 15 more authors
    Science Advances, 2025
    DOI
  9. Random resistive memory-based deep extreme point learning machine for unified visual processing
    Shaocong Wang, Yizhao Gao, Yi Li, and 21 more authors
    Nature Communications, 2025
    DOI
  10. Resistive memory-based zero-shot liquid state machine for multimodal event data learning
    Ning Lin, Shaocong Wang, Yi Li, and 19 more authors
    Nature Computational Science, 2025
    DOI

2024

  1. Conditional Diffusion Model Acceleration with First-Demonstrated RRAM-Based In-Memory Neural Differential Equation Solver
    Jichang Yang, Hegan Chen, Jia Chen, and 12 more authors
    In IEEE International Electron Devices Meeting (IEDM), 2024
    DOI
  2. Random memristor-based dynamic graph CNN for efficient point cloud learning at the edge
    Yifei Yu, Shaocong Wang, Meng Xu, and 13 more authors
    npj Unconventional Computing, 2024

    Featured in Nature Nobel Prize in Physics 2024 Collection

    DOI
  3. Semantic memory-based dynamic neural network using memristive ternary CIM and CAM for 2D and 3D vision
    Yue Zhang, Woyu Zhang, Shaocong Wang, and 14 more authors
    Science Advances, 2024
    DOI