Shuhuai Ren

54 papers A* 8Journal 33Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment.
AAAI
Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2025 J jnl
Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation.
CoRR
Yuqing Wang, Zhijie Lin, Yao Teng, Yuanzhi Zhu, Shuhuai Ren, Jiashi Feng, Xihui Liu
2025 J jnl
GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation.
CoRR
Rang Li, Lei Li, Shuhuai Ren, Hao Tian, Shuhao Gu, Shicheng Li, Zihao Yue, Yudong Wang, Wenhan Ma, Zhe Yang, Jingyuan Ma, Zhifang Sui, Fuli Luo
2025 J jnl
MiMo-Embodied: X-Embodied Foundation Model Technical Report.
CoRR
Xiaoshuai Hao, Lei Zhou, Zhijian Huang, Zhiwen Hou, Yingbo Tang, Lingfeng Zhang, Guang Li, Zheng Lu, Shuhuai Ren, Xianhui Meng, Yuchen Zhang, Jing Wu, Jinghui Lu, Chenxu Dang, Jiayi Guan, Jianhua Wu, Zhiyi Hou, Hanbing Li, Shumeng Xia, Mingliang Zhou, Yinan Zheng, Zihao Yue, Shuhao Gu, Hao Tian, Yuannan Shen, Jianwei Cui, Wen Zhang, Shaoqing Xu, Bing Wang, Haiyang Sun, Zeyu Zhu, Yuncheng Jiang, Zibin Guo, Chuhong Gong, Chaofan Zhang, Wenbo Ding, Kun Ma, Guang Chen, Rui Cai, Diyun Xiang, Heng Qu, Fuli Luo, Hangjun Ye, Long Chen
2025 J jnl
MiMo-VL Technical Report.
CoRR
Zihao Yue, Zhenru Lin, Yifan Song, Weikun Wang, Shuhuai Ren, Shuhao Gu, Shicheng Li, Peidian Li, Liang Zhao, Lei Li, Kainan Bao, Hao Tian, Hailin Zhang, Xiao-Gang Wang, Dawei Zhu, Cici, Chenhong He, Bowen Ye, Bowen Shen, Zihan Zhang, Zihan Jiang, Zhixian Zheng, Zhichao Song, Zhenbo Luo, Yue Yu, Yudong Wang, Yuanyuan Tian, Yu Tu, Yihan Yan, Yi Huang, Xu Wang, Xinzhe Xu, Xingchen Song, Xing Zhang, Xing Yong, Xin Zhang, Xiangwei Deng, Wenyu Yang, Wenhan Ma, Weiwei Lv, Weiji Zhuang, Wei Liu, Sirui Deng, Shuo Liu, Shimao Chen, Shihua Yu, Shaohui Liu, Shande Wang, Rui Ma, Qiantong Wang, Peng Wang, Nuo Chen, Menghang Zhu, Kangyang Zhou, Kang Zhou, Kai Fang, Jun Shi, Jinhao Dong, Jiebao Xiao, Jiaming Xu, Huaqiu Liu, Hongshen Xu, Heng Qu, Haochen Zhao, Hanglong Lv, Guoan Wang, Duo Zhang, Dong Zhang, Di Zhang, Chong Ma, Chang Liu, Can Cai, Bingquan Xia
2025 J jnl
MiMo: Unlocking the Reasoning Potential of Language Model - From Pretraining to Posttraining.
CoRR
Bingquan Xia, Bowen Shen, Cici, Dawei Zhu, Di Zhang, Gang Wang, Hailin Zhang, Huaqiu Liu, Jiebao Xiao, Jinhao Dong, Liang Zhao, Peidian Li, Peng Wang, Shihua Yu, Shimao Chen, Weikun Wang, Wenhan Ma, Xiangwei Deng, Yi Huang, Yifan Song, Zihan Jiang, Bowen Ye, Can Cai, Chenhong He, Dong Zhang, Duo Zhang, Guoan Wang, Hao Tian, Haochen Zhao, Heng Qu, Hongshen Xu, Jun Shi, Kainan Bao, Qingkai Fang, Kang Zhou, Kangyang Zhou, Lei Li, Menghang Zhu, Nuo Chen, Qiantong Wang, Shaohui Liu, Shicheng Li, Shuhao Gu, Shuhuai Ren, Shuo Liu, Sirui Deng, Weiji Zhuang, Weiwei Lv, Wenyu Yang, Xin Zhang, Xing Yong, Xing Zhang, Xingchen Song, Xinzhe Xu, Xu Wang, Yihan Yan, Yu Tu, Yuanyuan Tian, Yudong Wang, Yue Yu, Zhenru Lin, Zhichao Song, Zihao Yue
2025 J jnl
Next Block Prediction: Video Generation via Semi-Autoregressive Modeling.
CoRR
Shuhuai Ren, Shuming Ma, Xu Sun, Furu Wei
2025 A* conf
Parallelized Autoregressive Visual Generation.
CVPR
Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu
2025 A* conf
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction.
EMNLP
Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun
2025 J jnl
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction.
CoRR
Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun
2025 J jnl
TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment.
CoRR
Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2025 A* conf
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos.
ACM Multimedia
Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025 J jnl
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos.
CoRR
Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025 J jnl
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos?
CoRR
Yuanxin Liu, Rui Zhu, Shuhuai Ren, Jiacong Wang, Haoyuan Guo, Xu Sun, Lu Jiang
2025 A* conf
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
CVPR
Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun
2024 J jnl
DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models.
CoRR
Linli Yao, Lei Li, Shuhuai Ren, Lean Wang, Yuanxin Liu, Xu Sun, Lu Hou
2024 — conf
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?
NAACL-HLT
Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun
2024 J jnl
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?
CoRR
Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun
2024 J jnl
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey.
CoRR
Liang Chen, Zekun Wang, Shuhuai Ren, Lei Li, Haozhe Zhao, Yunshui Li, Zefan Cai, Hongcheng Guo, Lei Zhang, Yizhe Xiong, Yichi Zhang, Ruoyu Wu, Qingxiu Dong, Ge Zhang, Jian Yang, Lingwei Meng, Shujie Hu, Yulong Chen, Junyang Lin, Shuai Bai, Andreas Vlachos, Xu Tan, Minjia Zhang, Wen Xiao, Aaron Yee, Tianyu Liu, Baobao Chang
2024 — conf
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain.
ACL (Findings)
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang
2024 J jnl
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain.
CoRR
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang
2024 J jnl
Parallelized Autoregressive Visual Generation.
CoRR
Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu
2024 — conf
TempCompass: Do Video LLMs Really Understand Videos?
ACL (Findings)
Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou
2024 J jnl
TempCompass: Do Video LLMs Really Understand Videos?
CoRR
Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou
2024 A* conf
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding.
CVPR
Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou
2024 J jnl
Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality.
CoRR
Sishuo Chen, Lei Li, Shuhuai Ren, Rundong Gao, Yuanxin Liu, Xiaohan Bi, Xu Sun, Lu Hou
2024 — conf
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models.
ECCV (70)
Shicheng Li, Lei Li, Yi Liu, Shuhuai Ren, Yuanxin Liu, Rundong Gao, Xu Sun, Lu Hou
2024 J jnl
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
CoRR
Chaoyou Fu, Yuhan Dai, Yondong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Rongrong Ji, Xing Sun
2023 — conf
Delving into the Openness of CLIP.
ACL (Findings)
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
2023 A* conf
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation.
NeurIPS
Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou
2023 J jnl
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation.
CoRR
Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou
2023 J jnl
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CoRR
Lei Li, Yuwei Yin, Shicheng Li, Liang Chen, Peiyi Wang, Shuhuai Ren, Mukai Li, Yazheng Yang, Jingjing Xu, Xu Sun, Lingpeng Kong, Qi Liu
2023 A* conf
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition.
NeurIPS
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alexander J. Smola, Xu Sun
2023 J jnl
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition.
CoRR
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun
2023 — conf
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding.
EMNLP (Findings)
Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou
2023 J jnl
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding.
CoRR
Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou
2023 J jnl
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding.
CoRR
Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou
2023 J jnl
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond.
CoRR
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Tianyu Liu, Baobao Chang
2023 J jnl
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models.
CoRR
Shicheng Li, Lei Li, Shuhuai Ren, Yuanxin Liu, Yi Liu, Rundong Gao, Xu Sun, Lu Hou
2022 J jnl
Rethinking the Openness of CLIP.
CoRR
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
2021 J jnl
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.
CoRR
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021 — conf
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade.
EMNLP (Findings)
Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021 — conf
Dynamic Knowledge Distillation for Pre-trained Language Models.
EMNLP (1)
Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021 J jnl
Dynamic Knowledge Distillation for Pre-trained Language Models.
CoRR
Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021 — conf
Learning Relation Alignment for Calibrated Cross-modal Retrieval.
ACL/IJCNLP (1)
Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang
2021 J jnl
Learning Relation Alignment for Calibrated Cross-modal Retrieval.
CoRR
Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang
2021 — conf
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification.
EMNLP (1)
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
2021 J jnl
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification.
CoRR
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
2020 J jnl
Accelerating Pre-trained Language Models via Calibrated Cascade.
CoRR
Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2020 — conf
DCA: Diversified Co-attention Towards Informative Live Video Commenting.
NLPCC (2)
Zhihan Zhang, Zhiyi Yin, Shuhuai Ren, Xinhang Li, Shicheng Li
2019 J jnl
Diversified Co-Attention towards Informative Live Video Commenting.
CoRR
Zhihan Zhang, Zhiyi Yin, Shuhuai Ren, Xinhang Li, Shicheng Li
2019 — conf
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency.
ACL (1)
Shuhuai Ren, Yihe Deng, Kun He, Wanxiang Che
2010 — conf
The Virtual Learning Commons Architecture Based on Semantic Technologies.
ICWL Workshops
Shuhuai Ren, Jialin Cao
2009 J jnl
From information commons to knowledge commons: Building a collaborative knowledge sharing environment for innovative communities.
Electron. Libr.
Shuhuai Ren, Xingjun Sheng, Haiqing Lin, Jialin Cao