Publications

You can also find my articles on my Google Scholar profile.

Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

Guanjie Chen, Shirui Huang, Kai Liu, Jianchen Zhu, Xiaoye Qu, Peng Chen, Yu Cheng, Yifu Sun

Recommended citation: Guanjie Chen, Shirui Huang, Kai Liu, Jianchen Zhu, Xiaoye Qu, Peng Chen, Yu Cheng, and Yifu Sun. Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning. CVPR, 2026.
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Less is More: Vision Representation Compression for Efficient Video Generation with Large Language Models

Published in AAAI Conference on Artificial Intelligence (AAAI), 2026

Yucheng Zhou, Jihai Zhang, Guanjie Chen, Jianbing Shen, Yu Cheng

Recommended citation: Yucheng Zhou, Jihai Zhang, Guanjie Chen, Jianbing Shen, and Yu Cheng. Less is More: Vision Representation Compression for Efficient Video Generation with Large Language Models. AAAI, 2026.
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Skip-DiT: Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints

Published in International Conference on Computer Vision (ICCV), 2025

Guanjie Chen, Xinyu Zhao, Yucheng Zhou, Xiaoye Qu, Tianlong Chen, Yu Cheng

Recommended citation: Guanjie Chen, Xinyu Zhao, Yucheng Zhou, Xiaoye Qu, Tianlong Chen, and Yu Cheng. Skip-DiT: Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints. ICCV, 2025.
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OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Published in arXiv preprint, 2025

Zhaochen Su, Liang Li, Mingyang Song, Yuning Hao, Zhengyuan Yang, Jihai Zhang, Guanjie Chen, et al.

Recommended citation: Zhaochen Su, Liang Li, Mingyang Song, Yuning Hao, Zhengyuan Yang, Jihai Zhang, Guanjie Chen, et al. OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning. arXiv:2505.08617, 2025.
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MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts

Published in International Conference on Machine Learning (ICML), 2024

Guanjie Chen, Xinyu Zhao, Tianlong Chen, Yu Cheng

Recommended citation: Guanjie Chen, Xinyu Zhao, Tianlong Chen, and Yu Cheng. MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts. ICML, 2024.
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