Application of Time Series Analysis to Traffic Accidents in Los Angeles. - Qinghao Ye; Kaiyuan Hu; Yizhe Wang (CoRR, 2019)

Dual attention based fine-grained leukocyte recognition for imbalanced microscopic images. - Qinghao Ye; Daijian Tu; Feiwei Qin; Zizhao Wu; Yong Peng 001; Shuying Shen (J. Intell. Fuzzy Syst., 2019)

Explainable AI for COVID-19 CT Classifiers: An Initial Comparison Study. - Qinghao Ye; Jun Xia 002; Guang Yang 006 (CBMS, 2021)

Temporal Cue Guided Video Highlight Detection with Low-Rank Audio-Visual Fusion. - Qinghao Ye; Xiyue Shen; Yuan Gao 017; Zirui Wang; Qi Bi; Ping Li 006; Guang Yang 006 (ICCV, 2021)

Exploring global diverse attention via pairwise temporal relation for video summarization. - Ping Li 006; Qinghao Ye; Luming Zhang; Li Yuan 007; Xianghua Xu; Ling Shao 001 (Pattern Recognit., 2021)

Exploring Global Diversity and Local Context for Video Summarization. - Yingchao Pan; Ouhan Huang; Qinghao Ye; Zhongjin Li; Wenjiang Wang; Guodun Li; Yuxing Chen (IEEE Access, 2022)

Robust weakly supervised learning for COVID-19 recognition using multi-center CT images. - Qinghao Ye; Yuan Gao 017; Weiping Ding 001; Zhangming Niu; Chengjia Wang; Yinghui Jiang; Minhao Wang; Evandro Fei Fang; Wade Menpes-Smith; Jun Xia 002; Guang Yang 006 (Appl. Soft Comput., 2022)

AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus. - Xi Zhou; Qinghao Ye; Xiaolin Yang; Jiakuan Chen; Haiqin Ma; Jun Xia 002; Javier Del Ser; Guang Yang 006 (CoRR, 2022)

All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification. - Qi Bi; Beichen Zhou; Kun Qin; Qinghao Ye; Gui-Song Xia (CoRR, 2022)

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond. - Guang Yang 006; Qinghao Ye; Jun Xia 002 (Inf. Fusion, 2022)

All Grains, One Scheme (AGOS): Learning Multigrain Instance Representation for Aerial Scene Classification. - Qi Bi; Beichen Zhou; Kun Qin; Qinghao Ye; Gui-Song Xia (IEEE Trans. Geosci. Remote. Sens., 2022)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Songfang Huang; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (ACL (1), 2023)

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Guohai Xu; Chenliang Li; Junfeng Tian; Qi Qian 001; Ji Zhang 011; Qin Jin; Liang He 001; et al. (EMNLP (Findings), 2023)

BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Songfang Huang (ICCV, 2023)

Learning Trajectory-Word Alignments for Video-Language Tasks. - Xu Yang 021; Zhangzikang Li; Haiyang Xu 001; Hanwang Zhang; Qinghao Ye; Chenliang Li; Ming Yan 008; Yu Zhang 004; Fei Huang 002; Songfang Huang (ICCV, 2023)

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training. - Qinghao Ye; Guohai Xu; Ming Yan 008; Haiyang Xu 001; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ICCV, 2023)

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. - Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yaya Shi; Jiabo Ye; Yuanhong Xu; Chenliang Li; Bin Bi; Qi Qian 001; Wei Wang 225; Guohai Xu; Ji Zhang 011; et al. (ICML, 2023)

COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Ji Zhang 011 (ACM Multimedia, 2023)

Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval. - Yaya Shi; Haowei Liu; Haiyang Xu 001; Zongyang Ma; Qinghao Ye; Anwen Hu; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Chunfeng Yuan; Bing Li 001; Weiming Hu; et al. (ACM Multimedia, 2023)

mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. - Qinghao Ye; Haiyang Xu 001; Ming Yan 008; Chenlin Zhao; Junyang Wang 001; Xiaoshan Yang; Ji Zhang 011; Fei Huang 002; Jitao Sang; Changsheng Xu (ACM Multimedia, 2023)

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human. - Junfeng Tian; Hehong Chen; Guohai Xu; Ming Yan 008; Xing Gao; Jianhai Zhang; Chenliang Li; Jiayi Liu 004; Wenshen Xu; Haiyang Xu 001; Qi Qian 001; Wei Wang 225; et al. (CoRR, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Ming Yan 008; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (CoRR, 2023)

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks. - Haiyang Xu 001; Qinghao Ye; Xuan Wu; Ming Yan 008; Yuan Miao; Jiabo Ye; Guohai Xu; Anwen Hu; Yaya Shi; Guangwei Xu; Chenliang Li; Qi Qian 001; et al. (CoRR, 2023)

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yuhao Dan; Chenlin Zhao; Guohai Xu; Chenliang Li; Junfeng Tian; Qian Qi 001; Ji Zhang 011; et al. (CoRR, 2023)

Evaluation and Analysis of Hallucination in Large Vision-Language Models. - Junyang Wang 001; Yiyang Zhou; Guohai Xu; Pengcheng Shi; Chenlin Zhao; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Jihua Zhu; Jitao Sang; Haoyu Tang (CoRR, 2023)

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2023)

AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus. - Xi Zhou; Qinghao Ye; Xiaolin Yang; Jiakun Chen; Haiqin Ma; Jun Xia 002; Javier Del Ser; Guang Yang 006 (Neural Comput. Appl., 2023)

Truncated attention-aware proposal networks with multi-scale dilation for temporal action detection. - Ping Li 006; Jiachen Cao; Li Yuan 007; Qinghao Ye; Xianghua Xu (Pattern Recognit., 2023)

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Shikun Zhang (AAAI, 2024)

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training. - Haowei Liu; Yaya Shi; Haiyang Xu 001; Chunfeng Yuan; Qinghao Ye; Chenliang Li; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Bing Li 001; Weiming Hu (LREC/COLING, 2024)

Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval. - Haowei Liu; Yaya Shi; Haiyang Xu 001; Chunfeng Yuan; Qinghao Ye; Chenliang Li; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Bing Li 001; Weiming Hu (LREC/COLING, 2024)

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. - Chaoya Jiang; Haiyang Xu 001; Mengfan Dong; Jiaxing Chen; Wei Ye 004; Ming Yan 008; Qinghao Ye; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CVPR, 2024)

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (CVPR, 2024)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. - Anwen Hu; Yaya Shi; Haiyang Xu 001; Jiabo Ye; Qinghao Ye; Ming Yan 008; Chenliang Li; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ACM Multimedia, 2024)

Classification Done Right for Vision-Language Pre-Training. - Zilong Huang; Qinghao Ye; Bingyi Kang; Jiashi Feng; Haoqi Fan 001 (NeurIPS, 2024)

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? - Zhaorun Chen; Yichao Du; Zichen Wen; Yiyang Zhou; Chenhang Cui; Zhenzhen Weng; Haoqin Tu; Chaoqi Wang; Zhengwei Tong; Qinglan Huang; Canyu Chen; Qinghao Ye; et al. (CoRR, 2024)

UniQRNet: Unifying Referring Expression Grounding and Segmentation with QRNet. - Jiabo Ye; Junfeng Tian; Ming Yan 008; Haiyang Xu 001; Qinghao Ye; Yaya Shi; Xiaoshan Yang; Xuwu Wang; Ji Zhang 011; Liang He 001; Xin Lin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

LLaVA-Critic: Learning to Evaluate Multimodal Models. - Tianyi Xiong; Xiyao Wang; Dong Guo; Qinghao Ye; Haoqi Fan 001; Quanquan Gu; Heng Huang; Chunyuan Li (CVPR, 2025)

Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning. - Qinghao Ye; Xianhan Zeng; Fu Li; Chunyuan Li; Haoqi Fan 001 (ICLR, 2025)

Seed1.5-VL Technical Report. - Dong Guo; Faming Wu; Feida Zhu 005; Fuxing Leng; Guang Shi; Haobin Chen; Haoqi Fan 001; Jian Wang; Jianyu Jiang; Jiawei Wang; Jingji Chen; Jingjia Huang; et al. (CoRR, 2025)

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models. - Zhipeng Chen 001; Xiaobo Qin; Youbin Wu; Yue Ling; Qinghao Ye; Wayne Xin Zhao; Guang Shi (CoRR, 2025)