Siyong Jian (简思勇)

I am a Ph.D. student at The Hong Kong Polytechnic University (PolyU), co-advised by Prof. Xin Jin and Prof. Xingyi Yang. I am also in a joint program at the Eastern Institute of Technology (EIT). Previously, I was a research intern at Westlake University with Prof. Huan Wang and Siyuan Li. My research interests lie in multimodal robot learning.

Siyong Jian

Publications & Preprints

^* Equal contribution ^† Corresponding author

Teaser for RankE

RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution

Siyong Jian^*, Siyuan Li^*, Luyuan Zhang^*, Zedong Wang, Xin Jin, Ying Li, Cheng Tan^†, Huan Wang^†

NeurIPS 2026 | Paper | Code

Teaser for LISA

LISA: Locality-Informed Speculative Decoding for Accelerating Autoregressive Image Generation

Ying Li^*, Siyong Jian^*, Zhaode Wang, Zhiwen Chen, Chengfei Lv, Huan Wang

ECCV 2026 | Paper

Teaser for Parallel Jacobi Decoding

Parallel Jacobi Decoding for Fast Autoregressive Image Generation

Boya Liao, Ying Li, Siyong Jian, Huan Wang

CVPR 2026 | Paper | Code

Teaser for MergeMix

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Xin Jin^*, Siyuan Li^*, Siyong Jian, Kai Yu, Huan Wang

ICLR 2026 | Paper | Code

Teaser for SSD project

SSD: Spatial-Semantic Head Decoupling for Efficient Autoregressive Image Generation

Siyong Jian, Huan Wang

arXiv 2025 | Paper | Code

Teaser for ERC-SVD

ERC-SVD: Error-Controlled SVD for Large Language Model Compression

Haolei Bai, Siyong Jian, Tuo Liang, Yu Yin, Huan Wang

CPAL 2026 | Paper