Multi-Task Recommendation with Task Information Decoupling. - Ruiran Yan; Rui Fan; Defu Lian (CIKM, 2024)

OmniGen: Unified Image Generation. - Shitao Xiao; Yueze Wang; Junjie Zhou 001; Huaying Yuan; Xingrun Xing; Ruiran Yan; Shuting Wang 002; Tiejun Huang 003; Zheng Liu 011 (CoRR, 2024)

Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation. - Yucong Luo; Qitao Qin; Hao Zhang 088; Mingyue Cheng; Ruiran Yan; Kefan Wang; Jie Ouyang (CoRR, 2024)

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation. - Jie Ouyang; Tingyue Pan; Mingyue Cheng; Ruiran Yan; Yucong Luo; Jiaying Lin; Qi Liu (ACL (1), 2025)

OmniGen: Unified Image Generation. - Shitao Xiao; Yueze Wang; Junjie Zhou 001; Huaying Yuan; Xingrun Xing; Ruiran Yan; Chaofan Li; Shuting Wang 002; Tiejun Huang 003; Zheng Liu 011 (CVPR, 2025)

O1 Embedder: Let Retrievers Think Before Action. - Ruiran Yan; Zheng Liu 011; Defu Lian (CoRR, 2025)

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation. - Jie Ouyang; Tingyue Pan; Mingyue Cheng; Ruiran Yan; Yucong Luo; Jiaying Lin; Qi Liu 003 (CoRR, 2025)

OmniGen2: Exploration to Advanced Multimodal Generation. - Chenyuan Wu; Pengfei Zheng; Ruiran Yan; Shitao Xiao; Xin Luo; Yueze Wang; Wanli Li; Xiyan Jiang; Yexin Liu; Junjie Zhou 001; Ze Liu; Ziyi Xia; et al. (CoRR, 2025)