👦 About me

My name is Junhao Cheng (程钧豪). I am currently an undergraduate student at Sun Yat-sen University (SYSU) supervised by Prof. Xiaodan Liang (梁小丹). I am an upcoming MPhil student at Prof. Jing Liao (廖菁)’s lab. Before this, I had the privilege of interning in Ming-Hsuan’s lab and working closely with him.

I am currently a long-term intern at ARC Lab, Tencent PCG. My research interests lie in interactive and generative AI. Now I focus on designing novel applications for video generation and reasoning and other downstream tasks to make AI serve humans.

I am looking for research collaborations and PhD opportunities. If you think there is anything interesting we can discuss, feel free to email me!

🔥 News

• 2024.10:  🎉🎉 One paper as the first author is accepted by Energy (JCR Q1).
• 2024.06:  🎉🎉 Release AutoStudio (400+Stars✨) for comic book generation.
• 2024.05:  🎉🎉 One paper as the second author is accepted by ACL 2024.
• 2024.04:  🎉🎉 Release TheaterGen for benchmarking multi-turn image generation.

💻 Internships

• 2024.10 - now, Tencent, ARC Lab, Shenzhen.
• 2023.02 - 2024.10, Lenovo, Research Institute, Shenzhen.
• 2023.08 - 2024.02, Pengcheng Laboratory, Shenzhen.
• 2023.03 - 2023.08, Chinese Institute of Brain Research (CIBR), Liu Lab, Beijing.

🎓 Educations

2021-now Studying as an Undergraduate Student at Sun Yat-sen University Supervisor: Xiaodan Liang (梁小丹)

📝 Publications

	AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction Junhao Cheng, Yuying Ge, Yixiao Ge, Jing Liao, Ying Shan arXiv 2025 / Paper / Code
	Object Isolated Attention for Consistent Story Visualization Xiangyang Luo, Junhao Cheng, Yifan Xie, Xin Zhang, Tao Feng, Zhou Liu, Fei Ma, Fei Yu ICME 2025 (CCF-B) / Paper
	BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng, Wei-Ting Chen, Xi Lu, Ming-Hsuan Yang arXiv 2025 / Paper / Code
	AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation Junhao Cheng, Xi Lu, Hanhui Li, Khun Loun Zai, Baiqiao Yin, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang arXiv 2024 / Paper / Code
	VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models Qingxing Cao, Junhao Cheng, Xiaodan Liang, Liang Lin ACL 2024 (CCF-A) / Paper / Code
	TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation Junhao Cheng, Baiqiao Yin, Kaixin Cai, Minbin Huang, Hanhui Li, Yuxin He, Xi Lu, Yue Li, Yifei Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang arXiv 2024 / Paper / Code
	Integrating Domain Knowledge into Transformer for Short-Term Wind Power Forecasting Junhao Cheng, Xing Luo, Zhi Jin Energy (JCR-Q1) / Paper