From information commons to knowledge commons: Building a collaborative knowledge sharing environment for innovative communities. - Shuhuai Ren; Xingjun Sheng; Haiqing Lin; Jialin Cao (Electron. Libr., 2009)

The Virtual Learning Commons Architecture Based on Semantic Technologies. - Shuhuai Ren; Jialin Cao (ICWL Workshops, 2010)

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency. - Shuhuai Ren; Yihe Deng; Kun He 001; Wanxiang Che (ACL (1), 2019)

Diversified Co-Attention towards Informative Live Video Commenting. - Zhihan Zhang 001; Zhiyi Yin; Shuhuai Ren; Xinhang Li; Shicheng Li (CoRR, 2019)

DCA: Diversified Co-attention Towards Informative Live Video Commenting. - Zhihan Zhang 001; Zhiyi Yin; Shuhuai Ren; Xinhang Li; Shicheng Li (NLPCC (2), 2020)

Accelerating Pre-trained Language Models via Calibrated Cascade. - Lei Li 039; Yankai Lin; Shuhuai Ren; Deli Chen; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Learning Relation Alignment for Calibrated Cross-modal Retrieval. - Shuhuai Ren; Junyang Lin; Guangxiang Zhao; Rui Men; An Yang; Jingren Zhou 001; Xu Sun 001; Hongxia Yang (ACL/IJCNLP (1), 2021)

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. - Lei Li 039; Yankai Lin; Deli Chen; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2021)

Dynamic Knowledge Distillation for Pre-trained Language Models. - Lei Li 039; Yankai Lin; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. - Shuhuai Ren; Jinchao Zhang 001; Lei Li 039; Xu Sun 001; Jie Zhou 016 (EMNLP (1), 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Rethinking the Openness of CLIP. - Shuhuai Ren; Lei Li 039; Xuancheng Ren; Guangxiang Zhao; Xu Sun 001 (CoRR, 2022)

Delving into the Openness of CLIP. - Shuhuai Ren; Lei Li; Xuancheng Ren; Guangxiang Zhao; Xu Sun 001 (ACL (Findings), 2023)

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. - Shuhuai Ren; Sishuo Chen; Shicheng Li; Xu Sun 001; Lu Hou 002 (EMNLP (Findings), 2023)

FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation. - Yuanxin Liu; Lei Li 039; Shuhuai Ren; Rundong Gao; Shicheng Li; Sishuo Chen; Xu Sun 001; Lu Hou 002 (NeurIPS, 2023)

Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. - Shuhuai Ren; Aston Zhang; Yi Zhu 001; Shuai Zhang; Shuai Zheng 004; Mu Li 003; Alexander J. Smola; Xu Sun 001 (NeurIPS, 2023)

M3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning. - Lei Li 039; Yuwei Yin; Shicheng Li; Liang Chen 024; Peiyi Wang; Shuhuai Ren; Mukai Li; Yazheng Yang; Jingjing Xu 001; Xu Sun 001; Lingpeng Kong; Qi Liu 049 (CoRR, 2023)

Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond. - Liang Chen 024; Yichi Zhang; Shuhuai Ren; Haozhe Zhao; Zefan Cai; Yuchi Wang; Peiyi Wang; Tianyu Liu 001; Baobao Chang (CoRR, 2023)

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain. - Liang Chen 024; Yichi Zhang; Shuhuai Ren; Haozhe Zhao; Zefan Cai; Yuchi Wang; Peiyi Wang; Xiangdi Meng; Tianyu Liu 001; Baobao Chang (ACL (Findings), 2024)

TempCompass: Do Video LLMs Really Understand Videos? - Yuanxin Liu; Shicheng Li; Yi Liu; Yuxiang Wang; Shuhuai Ren; Lei Li 039; Sishuo Chen; Xu Sun 001; Lu Hou 002 (ACL (Findings), 2024)

TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. - Shuhuai Ren; Linli Yao; Shicheng Li; Xu Sun 001; Lu Hou 002 (CVPR, 2024)

VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. - Shicheng Li; Lei Li 039; Yi Liu; Shuhuai Ren; Yuanxin Liu; Rundong Gao; Xu Sun 001; Lu Hou 002 (ECCV (70), 2024)

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? - Yuchi Wang; Shuhuai Ren; Rundong Gao; Linli Yao; Qingyan Guo; Kaikai An; Jianhong Bai; Xu Sun 001 (NAACL-HLT, 2024)

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality. - Sishuo Chen; Lei Li 039; Shuhuai Ren; Rundong Gao; Yuanxin Liu; Xiaohan Bi; Xu Sun 001; Lu Hou 002 (CoRR, 2024)

DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models. - Linli Yao; Lei Li 039; Shuhuai Ren; Lean Wang; Yuanxin Liu; Xu Sun 001; Lu Hou 002 (CoRR, 2024)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yondong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CoRR, 2024)

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey. - Liang Chen 024; Zekun Wang; Shuhuai Ren; Lei Li 039; Haozhe Zhao; Yunshui Li; Zefan Cai; Hongcheng Guo; Lei Zhang 201; Yizhe Xiong; Yichi Zhang; Ruoyu Wu; et al. (CoRR, 2024)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yongdong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CVPR, 2025)

Parallelized Autoregressive Visual Generation. - Yuqing Wang; Shuhuai Ren; Zhijie Lin 001; Yujin Han; Haoyuan Guo; Zhenheng Yang; Difan Zou; Jiashi Feng; Xihui Liu (CVPR, 2025)

Next Block Prediction: Video Generation via Semi-Autoregressive Modeling. - Shuhuai Ren; Shuming Ma; Xu Sun 001; Furu Wei (CoRR, 2025)

UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? - Yuanxin Liu; Rui Zhu; Shuhuai Ren; Jiacong Wang; Haoyuan Guo; Xu Sun; Lu Jiang (CoRR, 2025)

Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation. - Yuqing Wang; Zhijie Lin 001; Yao Teng; Yuanzhi Zhu; Shuhuai Ren; Jiashi Feng; Xihui Liu (CoRR, 2025)

TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment. - Shicheng Li; Lei Li 039; Kun Ouyang; Shuhuai Ren; Yuanxin Liu; Yuanxing Zhang; Fuzheng Zhang; Lingpeng Kong; Qi Liu 049; Xu Sun 001 (CoRR, 2025)

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. - Linli Yao; Yicheng Li; Yuancheng Wei; Lei Li 039; Shuhuai Ren; Yuanxin Liu; Kun Ouyang; Lean Wang; Shicheng Li; Sida Li; Lingpeng Kong; Qi Liu 049; et al. (CoRR, 2025)

MiMo: Unlocking the Reasoning Potential of Language Model - From Pretraining to Posttraining. - Bingquan Xia; Bowen Shen; Cici; Dawei Zhu; Di Zhang; Gang Wang; Hailin Zhang 001; Huaqiu Liu; Jiebao Xiao; Jinhao Dong; Liang Zhao; Peidian Li; et al. (CoRR, 2025)

RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. - Yuchi Wang; Yishuo Cai; Shuhuai Ren; Sihan Yang; Linli Yao; Yuanxin Liu; Yuanxing Zhang; Pengfei Wan; Xu Sun 001 (CoRR, 2025)

MiMo-VL Technical Report. - Zihao Yue; Zhenru Lin; Yifan Song; Weikun Wang; Shuhuai Ren; Shuhao Gu; Shicheng Li; Peidian Li; Liang Zhao; Lei Li; Kainan Bao; Hao Tian 006; et al. (CoRR, 2025)