LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model Jiachun Jin, Zetong Zhou, Xiao Yang, Hao Zhang, Pengfei Liu, Jun Zhu and Zhijie Deng arXiv code
ICML Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders Siqi Kou*, Jiachun Jin*, Zetong Zhou*, Ye Ma, Yugang Wang, Quan Chen, Peng Jiang, Xiao Yang, Jun Zhu, Kai Yu, and Zhijie Deng International Conference on Machine Learning (ICML), 2026. arXiv code
ICLR Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing Xu Wang, Chenkai Xu, Yijie Jin, Jiachun Jin, Hao Zhang, Kai Yu, and Zhijie Deng International Conference on Learning Representations (ICLR), 2026. arXiv code
ICML Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads Siqi Kou, Jiachun Jin, Zhihong Liu, Chang Liu, Ye Ma, Jian Jia, Quan Chen, Peng Jiang, and Zhijie Deng. International Conference on Machine Learning (ICML), 2025. arXiv code
ECAI Grouped Multi-Task Learning with Hidden Tasks Enhancement Jiachun Jin, Jiankun Wang, Lu Sun, Jie Zheng and Mineichi Kudo European Conference on Artificial Intelligence (ECAI), 2023. PDF Slides code