Qingpei Guo

According to our database, Qingpei Guo authored at least 50 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

The Thinking Boundary: Quantifying Reasoning Suitability of Multimodal Tasks via Dual Tuning.

Ruobing Zheng, Tianqi Li, Jianing Li, Qingpei Guo, Yi Yuan, Jingdong Chen

CoRR, March, 2026

Looping Back to Move Forward: Recursive Transformers for Efficient and Flexible Large Multimodal Models.

Ruihan Xu, Yuting Gao, Lan Wang, Jianing Li, Weihao Chen, Qingpei Guo, Ming Yang, Shiliang Zhang

CoRR, February, 2026

FlattenGPT: Depth Compression for Transformer with Layer Flattening.

Ruihan Xu, Qingpei Guo, Yao Zhu, Xiangyang Ji, Ming Yang, Shiliang Zhang

CoRR, February, 2026

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples.

Qixin Sun, Ziqin Wang, Hengyuan Zhao, Yilin Li, Kaiyou Song, Si Liu, Xiaolin Hu, Qingpei Guo, Linjiang Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models.

Linglin Jing, Yuting Gao, Zhigang Wang, Wang Lan, Yiwen Tang, Weiyun Wang, Wenhai Wang, Qingpei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

SCAN: Self-Calibrated AutoregressioN for High-Quality Visual Generation.

Zhanzhou Feng, Qingpei Guo, Jingdong Chen, Feng Gao, Ming Yang, Shiliang Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

VideoScaffold: Elastic-Scale Visual Hierarchies for Streaming Video Understanding in MLLMs.

Naishan Zheng, Jie Huang, Qingpei Guo, Feng Zhao

CoRR, December, 2025

OrdMoE: Preference Alignment via Hierarchical Expert Group Ranking in Multimodal Mixture-of-Experts LLMs.

Yuting Gao, Weihao Chen, Lan Wang, Ruihan Xu, Qingpei Guo

CoRR, November, 2025

AnyExperts: On-Demand Expert Allocation for Multimodal Language Models with Mixture of Expert.

Yuting Gao, Wang Lan, Hengyuan Zhao, Linjiang Huang, Si Liu, Qingpei Guo

CoRR, November, 2025

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer.

Ziyuan Huang, Dandan Zheng, Cheng Zou, Rui Liu, Xiaolong Wang, Kaixiang Ji, Weilong Chai, Jianxin Sun, Libin Wang, Yongjie Lv, Taozhi Huang, Jiajia Liu, Qingpei Guo, Ming Yang, Jingdong Chen, Jun Zhou

CoRR, October, 2025

SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval.

Xuzheng Yu, Chen Jiang, Xingning Dong, Tian Gan, Ming Yang, Qingpei Guo

IEEE Trans. Circuits Syst. Video Technol., August, 2025

M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning.

Fudong Wang, Jiajia Liu, Jingdong Chen, Jun Zhou, Kaixiang Ji, Lixiang Ru, Qingpei Guo, Ruobing Zheng, Tianqi Li, Yi Yuan, Yifan Mao, Yuting Xiao, Ziping Ma

CoRR, July, 2025

Ming-Omni: A Unified Multimodal Model for Perception and Generation.

Inclusion AI, Biao Gong, Cheng Zou, Chuanyang Zheng, Chunluan Zhou, Canxiang Yan, Chunxiang Jin, Chunjie Shen, Dandan Zheng, Fudong Wang, Furong Xu, Guangming Yao, Jun Zhou, Jingdong Chen, Jianxin Sun, Jiajia Liu, Jianjiang Zhu, Jun Peng, Kaixiang Ji, Kaiyou Song, Kaimeng Ren, Libin Wang, Lixiang Ru, Lele Xie, Longhua Tan, Lyuxin Xue, Lan Wang, Mochen Bai, Ning Gao, Pei Chen, Qingpei Guo, Qinglong Zhang, Qiang Xu, Rui Liu, Ruijie Xiong, Sirui Gao, Tinghao Liu, Taisong Li, Weilong Chai, Xinyu Xiao, Xiaomei Wang, Xiaoxue Chen, Xiao Lu, Xiaoyu Li, Xingning Dong, Xuzheng Yu, Yi Yuan, Yuting Gao, Yunxiao Sun, Yipeng Chen, Yifei Wu, Yongjie Lyu, Ziping Ma, Zipeng Feng, Zhijiang Fang, Zhihao Qiu, Ziyuan Huang, Zhengyu He

CoRR, June, 2025

EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models.

Linglin Jing, Yuting Gao, Zhigang Wang, Wang Lan, Yiwen Tang, Wenhai Wang, Kaipeng Zhang, Qingpei Guo

CoRR, May, 2025

Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction.

Inclusion AI, Biao Gong, Cheng Zou, Dandan Zheng, Hu Yu, Jingdong Chen, Jian Sun, Junbo Zhao, Jun Zhou, Kaixiang Ji, Lixiang Ru, Libin Wang, Qingpei Guo, Rui Liu, Weilong Chai, Xinyu Xiao, Ziyuan Huang

CoRR, May, 2025

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval.

Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Le Wang

CoRR, April, 2025

LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models.

Hengyuan Zhao, Ziqin Wang, Qixin Sun, Kaiyou Song, Yilin Li, Xiaolin Hu, Qingpei Guo, Si Liu

CoRR, March, 2025

M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance.

Qingpei Guo, Kaiyou Song, Zipeng Feng, Ziping Ma, Qinglong Zhang, Sirui Gao, Xuzheng Yu, Yunxiao Sun, Tai-Wei Chang, Jingdong Chen, Ming Yang, Jun Zhou

CoRR, February, 2025

MedTransTab: Advancing Medical Cross-Table Tabular Data Generation.

Yuyan Chen, Qingpei Guo, Shuangjie You, Zhixu Li

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Unified Visual Generation via Next-Set Prediction in Continuous Domain.

Zhanzhou Feng, Qingpei Guo, Xinyu Xiao, Ruihan Xu, Ming Yang, Shiliang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories.

Muzhi Zhu, Yuzhuo Tian, Hao Chen, Chunluan Zhou, Qingpei Guo, Yang Liu, Ming Yang, Chunhua Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding.

Yudong Han, Qingpei Guo, Liyuan Pan, Liu Liu, Yu Guan, Ming Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions.

Yuyan Chen, Jiyuan Jia, Jiaxin Lu, Siyue Li, Yu Guan, Ming Yang, Qingpei Guo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Attributive Reasoning for Hallucination Diagnosis of Large Language Models.

Yuyan Chen, Zehao Li, Shuangjie You, Zhengyu Chen, Jingwen Chang, Yi Zhang, Weinan Dai, Qingpei Guo, Yanghua Xiao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

IEEE Trans. Circuits Syst. Video Technol., April, 2024

Referencing Where to Focus: Improving VisualGrounding with Referential Query.

Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Le Wang

CoRR, 2024

HOTVCOM: Generating Buzzworthy Comments for Videos.

Yuyan Chen, Yiwen Qian, Songzhou Yan, Jiyuan Jia, Zhixu Li, Yanghua Xiao, Xiaobo Li, Ming Yang, Qingpei Guo

CoRR, 2024

Social Debiasing for Fair Multi-modal LLMs.

Harry Cheng, Yangyang Guo, Qingpei Guo, Ming Yang, Tian Gan, Liqiang Nie

CoRR, 2024

Hummer: Towards Limited Competitive Preference Dataset.

Li Jiang, Yusen Wu, Junwu Xiong, Jingqing Ruan, Yichuan Ding, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng

CoRR, 2024

M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval.

Xingning Dong, Zipeng Feng, Chunluan Zhou, Xuzheng Yu, Ming Yang, Qingpei Guo

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, Jianlong Wu, Xiangyuan Ren, Yuan Cheng, Wei Chu

CoRR, 2024

M₂-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining.

Qingpei Guo, Furong Xu, Hanxiao Zhang, Wang Ren, Ziping Ma, Lin Ju, Jian Wang, Jingdong Chen, Ming Yang

CoRR, 2024

Knowledge-enhanced Multi-perspective Video Representation Learning for Scene Recognition.

Xuzheng Yu, Chen Jiang, Wei Zhang, Tian Gan, Linlin Chao, Jianan Zhao, Yuan Cheng, Qingpei Guo, Wei Chu

CoRR, 2024

M²-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval.

Xingning Dong, Zipeng Feng, Chunluan Zhou, Xuzheng Yu, Ming Yang, Qingpei Guo

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding.

Wei Wu, Kecheng Zheng, Shuailei Ma, Fan Lu, Yuxin Guo, Yifei Zhang, Wei Chen, Qingpei Guo, Yujun Shen, Zheng-Jun Zha

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Referencing Where to Focus: Improving Visual Grounding with Referential Query.

Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Le Wang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

EVE: Efficient Zero-Shot Text-Based Video Editing With Depth Map Guidance and Temporal Consistency Constraints.

Yutao Chen, Xingning Dong, Tian Gan, Chunluan Zhou, Ming Yang, Qingpei Guo

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment.

Ziping Ma, Furong Xu, Jian Liu, Ming Yang, Qingpei Guo

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs.

Shiyu Xuan, Qingpei Guo, Ming Yang, Shiliang Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HOTVCOM: Generating Buzzworthy Comments for Videos.

Yuyan Chen, Songzhou Yan, Qingpei Guo, Jiyuan Jia, Zhixu Li, Yanghua Xiao

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Text as Image: Learning Transferable Adapter for Multi-Label Classification.

Xuelin Zhu, Jiuxin Cao, Jian Liu, Dongqi Tang, Furong Xu, Weijia Liu, Jiawei Ge, Bo Liu, Qingpei Guo, Tianyi Zhang

CoRR, 2023

Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning.

Chen Jiang, Hong Liu, Xuzheng Yu, Qing Wang, Yuan Cheng, Jia Xu, Zhongyi Liu, Qingpei Guo, Wei Chu, Ming Yang, Yuan Qi

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Temporal Sentence Grounding in Streaming Videos.

Tian Gan, Xiao Wang, Yan Sun, Jianlong Wu, Qingpei Guo, Liqiang Nie

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval.

Tan Pan, Furong Xu, Xudong Yang, Sifeng He, Chen Jiang, Qingpei Guo, Feng Qian, Xiaobo Zhang, Yuan Cheng, Lei Yang, Wei Chu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset.

Tian Gan, Qing Wang, Xingning Dong, Xiangyuan Ren, Liqiang Nie, Qingpei Guo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input.

Qingpei Guo, Kaisheng Yao, Wei Chu

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

LPSNet: A Lightweight Solution for Fast Panoptic Segmentation.

Weixiang Hong, Qingpei Guo, Wei Zhang, Jingdong Chen, Wei Chu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Automatic Car Damage Assessment System: Reading and Understanding Videos as Professional Insurance Inspectors.

Wei Zhang, Yuan Cheng, Xin Guo, Qingpei Guo, Jian Wang, Qing Wang, Chen Jiang, Meng Wang, Furong Xu, Wei Chu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2017

Non-Frontal Facial Expression Recognition Using a Depth-Patch Based Deep Neural Network.

Nai-Ming Yao, Hui Chen, Qingpei Guo, Hong-An Wang

J. Comput. Sci. Technol., 2017

2015

The Implementation of Hadoop-based Crawler System and Graphlite-based PageRank-Calculation In Search Engine.

Qingpei Guo, Chao Xu, Yang Song

CoRR, 2015