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publications
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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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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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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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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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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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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