Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs. - Yuxian Meng; Xiangyuan Ren; Zijun Sun; Xiaoya Li 001; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2019)

CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset. - Tian Gan; Qing Wang 068; Xingning Dong; Xiangyuan Ren; Liqiang Nie; Qingpei Guo (CVPR, 2023)

AlignRec: Aligning and Training in Multimodal Recommendations. - Yifan Liu 008; Kangning Zhang; Xiangyuan Ren; Yanhua Huang; Jiarui Jin; Yingjie Qin; Ruilong Su; Ruiwen Xu; Yong Yu 001; Weinan Zhang 001 (CIKM, 2024)

SNP-S3: Shared Network Pre-training and Significant Semantic Strengthening for Various Video-Text Tasks. - Xingning Dong; Qingpei Guo; Tian Gan; Qing Wang; Jianlong Wu; Xiangyuan Ren; Yuan Cheng; Wei Chu (CoRR, 2024)

An Aligning and Training Framework for Multimodal Recommendations. - Yifan Liu 008; Kangning Zhang; Xiangyuan Ren; Yanhua Huang; Jiarui Jin; Yingjie Qin; Ruilong Su; Ruiwen Xu; Weinan Zhang 001 (CoRR, 2024)

SNP-S3: Shared Network Pre-Training and Significant Semantic Strengthening for Various Video-Text Tasks. - Xingning Dong; Qingpei Guo; Tian Gan; Qing Wang 059; Jianlong Wu; Xiangyuan Ren; Yuan Cheng; Wei Chu (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Metric for MLLM Alignment in Large-scale Recommendation. - Yubin Zhang; Yanhua Huang; Haiming Xu; Mingliang Qi 003; Chang Wang; Jiarui Jin; Xiangyuan Ren; Xiaodan Wang; Ruiwen Xu (CoRR, 2025)