Abdominal Adipose Tissue Segmentation in MRI with Double Loss Function Collaborative Learning. - Siyuan Pan; Xuhong Hou; Huating Li; Bin Sheng 001; Ruogu Fang; Yuxin Xue; Weiping Jia; Jing Qin 001 (MICCAI (6), 2019)

ChefGAN: Food Image Generation from Recipes. - Siyuan Pan; Ling Dai; Xuhong Hou; Huating Li; Bin Sheng 001 (ACM Multimedia, 2020)

Momentum Contrastive Pruning. - Siyuan Pan; Yiming Qin; Tingyao Li; Xiaoshuang Li; Liang Hou (CVPR Workshops, 2022)

Conditional GANs with Auxiliary Discriminative Classifier. - Liang Hou; Qi Cao; Huawei Shen; Siyuan Pan; Xiaoshuang Li; Xueqi Cheng (ICML, 2022)

Fine-tuning Pruned Networks with Linear Over-parameterization. - Siyuan Pan; Xiaoshuang Li; Tingyao Li; Liang Hou; Kaibin Qiu; Xiaobing Tu (CoRR, 2022)

Augmentation-Aware Self-Supervision for Data-Efficient GAN Training. - Liang Hou; Qi Cao; Huawei Shen; Siyuan Pan; Xiaoshuang Li; Xueqi Cheng (CoRR, 2022)

BAW: learning from class imbalance and noisy labels with batch adaptation weighted loss. - Siyuan Pan; Bin Sheng 001; Gaoqi He; Huating Li; Guangtao Xue (Multim. Tools Appl., 2022)

Augmentation-Aware Self-Supervision for Data-Efficient GAN Training. - Liang Hou; Qi Cao; Yige Yuan; Songtao Zhao; Chongyang Ma; Siyuan Pan; Pengfei Wan 001; Zhongyuan Wang; Huawei Shen; Xueqi Cheng (NeurIPS, 2023)

Layer-adaptive Structured Pruning Guided by Latency. - Siyuan Pan; Linna Zhang; Jie Zhang; Xiaoshuang Li; Liang Hou; Xiaobing Tu (CoRR, 2023)

Agent Attention: On the Integration of Softmax and Linear Attention. - Dongchen Han; Tianzhu Ye; Yizeng Han; Zhuofan Xia; Siyuan Pan; Pengfei Wan 001; Shiji Song; Gao Huang 001 (ECCV (50), 2024)

A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies. - Jinchao Zhu; Yuxuan Wang; Siyuan Pan; Pengfei Wan 001; Di Zhang; Gao Huang 001 (CoRR, 2024)

UrbanEvolver: Function-Aware Urban Layout Regeneration. - Yiming Qin; Nanxuan Zhao; Jiale Yang; Siyuan Pan; Bin Sheng 001; Rynson W. H. Lau (Int. J. Comput. Vis., 2024)

Four Principles for Physically Interpretable World Models. - Jordan Peper; Zhenjiang Mao; Yuang Geng; Siyuan Pan; Ivan Ruchkin (NeuS, 2025)

Knowledge-driven interpretative conditional diffusion model for contrast-free myocardial infarction enhancement synthesis. - Ronghui Qi; Min Tao; Chenchu Xu; Xiaohu Li; Siyuan Pan; Jie Chen 025; Shuo Li 001 (Medical Image Anal., 2025)

Kimi K2: Open Agentic Intelligence. - Yifan Bai; Yiping Bao; Guanduo Chen; Jiahao Chen; Ningxin Chen; Ruijue Chen; Yanru Chen; Yuankun Chen; Yutian Chen; Zhuofu Chen; Jialei Cui; Hao Ding; et al. (CoRR, 2025)