About

Hi! My name is Haopeng Li. I am a MPhil student at HKUST (GZ), advised by Prof. Zeke Xie. My research interests include AIGC and MLSys. I was once very fortunate to be a visiting student at Westlake University, advised by Prof. Huan Wang.

News

Jan 2026

🎉 [ICLR 2026] ARPG has been accepted by ICLR 2026! Thanks to my adviser Prof. Huan Wang NEW

Sep 2025

🎓 [New Beginning] Started my MPhil program at Hong Kong University of Science and Technology (Guangzhou).

Selected Publications and Projects

Autoregressive Image Generation with Randomized Parallel Decoding

Haopeng Li, Jinyue Yang, Guoqi Li, Huan Wang

Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers

Haopeng Li, Shitong Shao, Wenliang Zhong, Zikai Zhou, Lichen Bai, Hui Xiong, Zeke Xie

Code / arXiv

Lightning Unified Video Editing via In-Context Sparse Attention

Shitong Shao, Zikai Zhou, Haopeng Li, Yingwei Song, Wenliang Zhong, Lichen Bai, Zeke Xie

Code / arXiv

Flash Bidirectional Linear Attention

Haopeng Li

A Triton-Based Library for Efficient Implementations of Bidirectional Linear Attention.

Code

Scalable Autoregressive Image Generation with Mamba

Haopeng Li, Jinyue Yang, Kexin Wang, Xuerui Qiu, Yuhong Chou, Xin Li, Guoqi Li

Code / arXiv

Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models

Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Zhiyuan Liu, Chuan Shi, Maosong Sun, Cheng Yang

NeurIPS 2024 | Code | arXiv

Selected Honors & Awards

2025	Full Postgraduate Scholarship, HKUST (GZ)
2021	Chinese National Scholarship, Ministry of Education

Academic Services

Reviewer for: CVPR 2026, ECCV 2026