Experience



May. 2025 - Now


Engineer @ LLM

  • Speculative Decoding
  • Distillation
  • Quantization and Sparsity


Sept. 2022 - Mar. 2025


M.S. @ Electronic Information



Sept. 2018 - Jul. 2022

Bachelor of Science @ Electrical Engineering and Automation

Publications

  • DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation.    
         Jingyang Xiang, Sai Qian Zhang
         Accepted by the 2nd Conference on Language Modeling (COLM 2025)
  • OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks.    
         Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu
         Accepted by the 18th European Conference on Computer Vision (ECCV2024)
  • MaxQ: Multi-Axis Query for N:M Sparsity Network.    
         Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu
         Accepted by the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR2024)
  • SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration.    
         Jingyang Xiang, Siqi Li, Jun Chen, Guang Dai, Shipeng Bai, Yukai Ma, Yong Liu
         Accepted by the 37th Conference on Neural Information Processing Systems (NeurIPS2023)
  • RGP: Neural Network Pruning Through Regular Graph With Edges Swapping.    
         Zhuangzhi Chen*, Jingyang Xiang*, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang
         Accepted by the IEEE Transactions on Neural Networks and Learning Systems (TNNLS)  (* equal contribution)

    • Academic Services

  • Journal Reviewer: IEEE TCSVT, etc.  
  • Conference Reviewer: NeurIPS 2024, etc.  

    • Awards

    Outstanding Undergradates, Zhejiang University of Technology May. 2022
    Excellent Developer Evangelist, MindSpore Mar. 2021
    Provincial Government Scholarship, Zhejiang University of Technology Oct. 2021
    Provincial Government Scholarship, Zhejiang University of Technology Oct. 2020