Junyi Wu

Junyi Wu 吴俊逸

I am a junior undergraduate student (2023.9 - Present) at the Department of EE., Shanghai Jiao Tong University (SJTU)SJTU. I am fortunate to work with Prof. Song HanMIT, Prof. Guohao DaiSJTU, Prof. Yu WangTsinghua University, and Prof. Yulun ZhangSJTU.

Research Interests

  • Generative Models (e.g., DMD, RL, OPD)
  • Recursive Self-Improvement (RSI) and Automated Training
  • Efficient Machine Learning (Sparse Attention, Quantization)

Please feel free to reach out via email or WeChat if you would like to connect further.

News

Jan 26, 2026 1 paper is accepted by ICLR 2026.
Sep 02, 2025 Our paper BalanceGS is accepted by ASP-DAC 2026.
Jun 26, 2025 Our paper QuantCache is accepted by ICCV 2025.
Mar 11, 2025 1 paper is accepted by ISCA 2025.

Publications

† Equal Contribution, * Corresponding Author(s)


  1. NeurIPS
    GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
    Leyang Chen† , Junyi Wu† , Zhiteng Li† , and Yulun Zhang*
    In Advances in Neural Information Processing Systems, 2026
  2. ECCV
    DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space
    Wenkun He† , Yuchao Gu† , Junyu Chen† , Junyi Wu , Wenhang Ge , Dongyun Zou , Yujun Lin , Zhekai Zhang , Haocheng Xi , Muyang Li , Ligeng Zhu , Yuyang Zhao , Jincheng Yu , Junsong Chen , Enze Xie , Song Han , and Han Cai
    In European Conference on Computer Vision, 2026
  3. ISCA
    SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
    Jiaming Xu , Jiayi Pan , Yongkang Zhou , Siming Chen , Jinhao Li , Yaoxiu Lian , Junyi Wu , and Guohao Dai*
    In International Symposium on Computer Architecture, 2025
  4. ICCV
    QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
    In International Conference on Computer Vision, 2025
  5. ASP-DAC
    BalanceGS: Adaptive Workload Optimization for High-Fidelity 3D Gaussian Splatting on GPU
    In 31st Asia and South Pacific Design Automation Conference, 2026
  6. ICLR
    DVD-Quant: Data-free Video Diffusion Transformers Quantization
    International Conference on Learning Representations, 2026