WaterDiff: Perceptual Image Watermarks Via Diffusion Model. - Yuqi Tan; Yuang Peng; Hao Fang 011; Bin Chen 011; Shu-Tao Xia (ICASSP, 2024)

DreamLLM: Synergistic Multimodal Comprehension and Creation. - Runpei Dong; Chunrui Han; Yuang Peng; Zekun Qi; Zheng Ge; Jinrong Yang; Liang Zhao; Jianjian Sun; Hongyu Zhou; Haoran Wei; Xiangwen Kong; Xiangyu Zhang 005; et al. (ICLR, 2024)

GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process. - Yuqiu Xie; Bolin Jiang; Jiawei Li 006; Naiqi Li; Bin Chen 011; Tao Dai 001; Yuang Peng; Shu-Tao Xia (IJCAI, 2024)

ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning. - Liang Zhao; En Yu; Zheng Ge; Jinrong Yang; Haoran Wei; Hongyu Zhou; Jianjian Sun; Yuang Peng; Runpei Dong; Chunrui Han; Xiangyu Zhang 005 (IJCAI, 2024)

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model. - Haoran Wei; Chenglong Liu; Jinyue Chen; Jia Wang; Lingyu Kong; Yanming Xu; Zheng Ge; Liang Zhao; Jianjian Sun; Yuang Peng; Chunrui Han; Xiangyu Zhang 005 (CoRR, 2024)

Exploring Recurrent Long-Term Temporal Fusion for Multi-View 3D Perception. - Chunrui Han; Jinrong Yang; Jianjian Sun; Zheng Ge; Runpei Dong; Hongyu Zhou; Weixin Mao; Yuang Peng; Xiangyu Zhang 005 (IEEE Robotics Autom. Lett., 2024)

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings. - Haomiao Tang; Jinpeng Wang 002; Yuang Peng; Guanghao Meng; Ruisheng Luo; Bin Chen 011; Long Chen 016; Yaowei Wang 001; Shutao Xia (ACL (1), 2025)

Taming Teacher Forcing for Masked Autoregressive Video Generation. - Deyu Zhou; Quan Sun; Yuang Peng; Kun Yan; Runpei Dong; Duomin Wang; Zheng Ge; Nan Duan; Xiangyu Zhang 005 (CVPR, 2025)

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation. - Yuang Peng; Yuxin Cui; Haomiao Tang; Zekun Qi; Runpei Dong; Jing Bai; Chunrui Han; Zheng Ge; Xiangyu Zhang 005; Shu-Tao Xia (ICLR, 2025)

Taming Teacher Forcing for Masked Autoregressive Video Generation. - Deyu Zhou; Quan Sun; Yuang Peng; Kun Yan; Runpei Dong; Duomin Wang; Zheng Ge; Nan Duan; Xiangyu Zhang 005; Lionel M. Ni; Heung-Yeung Shum (CoRR, 2025)

Perception in Reflection. - Yana Wei; Liang Zhao; Kangheng Lin; En Yu; Yuang Peng; Runpei Dong; Jianjian Sun; Haoran Wei; Zheng Ge; Xiangyu Zhang 005; Vishal M. Patel (CoRR, 2025)

Perception-R1: Pioneering Perception Policy with Reinforcement Learning. - En Yu; Kangheng Lin; Liang Zhao; Jisheng Yin; Yana Wei; Yuang Peng; Haoran Wei; Jianjian Sun; Chunrui Han; Zheng Ge; Xiangyu Zhang 005; Daxin Jiang; et al. (CoRR, 2025)

Step1X-Edit: A Practical Framework for General Image Editing. - Shiyu Liu; Yucheng Han; Peng Xing; Fukun Yin; Rui Wang 099; Wei Cheng; Jiaqi Liao; Yingming Wang; Honghao Fu; Chunrui Han; Guopeng Li; Yuang Peng; et al. (CoRR, 2025)

DGAE: Diffusion-Guided Autoencoder for Efficient Latent Representation Learning. - Dongxu Liu; Yuang Peng; Haomiao Tang; Yuwei Chen; Chunrui Han; Zheng Ge; Daxin Jiang; Mingxue Liao (CoRR, 2025)

Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning. - Yana Wei; Liang Zhao; Jianjian Sun; Kangheng Lin; Jisheng Yin; Jingcheng Hu; Yinmin Zhang; En Yu; Haoran Lv; Zejia Weng; Jia Wang; Chunrui Han; et al. (CoRR, 2025)

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization. - Yuang Peng; Jiarui Zhong; Yang Zhang; Hong Cai Chen (CoRR, 2025)

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale. - Chunrui Han; Guopeng Li; Jingwei Wu; Quan Sun; Yan Cai 015; Yuang Peng; Zheng Ge; Deyu Zhou; Haomiao Tang; Hongyu Zhou; Kenkun Liu; Ailin Huang; et al. (CoRR, 2025)