Junyi Wu 吴俊逸

I am a junior undergraduate student (2023.9 - Present) at the Department of EE., Shanghai Jiao Tong University (SJTU) MIT . I am fortunate to work with Prof. Song Han MIT , Prof. Guohao Dai SJTU , and Prof. Yulun Zhang SJTU . My research interests lie in efficient algorithms and systems for GenAI.

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)

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

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ICCV

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation

Junyi Wu^† , Zhiteng Li^† , Zheng Hui , Yulun Zhang^* , Linghe Kong , and Xiaokang Yang

In International Conference on Computer Vision, 2025

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ASP-DAC

BalanceGS: Adaptive Workload Optimization for High-Fidelity 3D Gaussian Splatting on GPU

Junyi Wu^† , Jiaming Xu^† , Jinhao Li , Yongkang Zhou , Jiayi Pan , Xingyang Li , and Guohao Dai^*

In 31st Asia and South Pacific Design Automation Conference, 2026

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ICLR

DVD-Quant: Data-free Video Diffusion Transformers Quantization

Zhiteng Li^† , Hanxuan Li^† , Junyi Wu , Kai Liu , Linghe Kong^* , Guihai Chen , Yulun Zhang^* , and Xiaokang Yang

International Conference on Learning Representations, 2026

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