| 2025 | EMNLP | InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning. | Xiaotian Han, Yiren Jian, Xuefeng Hu, Haogeng Liu, Yiqi Wang, Qihang Fan, Yuang Ai, Huaibo Huang, Ran He, Zhenheng Yang, Quanzeng You |
| 2025 | KDD | Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis. | Jiaqi Wang, Ziyi Yin, Quanzeng You, Lingjuan Lyu, Fenglong Ma |
| 2024 | ACL | InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model. | Haogeng Liu, Quanzeng You, Yiqi Wang, Xiaotian Han, Bohan Zhai, Yongfei Liu, Wentao Chen, Yiren Jian, Yunzhe Tao, Jianbo Yuan, Ran He, Hongxia Yang |
| 2024 | ICLR | Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling. | Huangjie Zheng, Zhendong Wang, Jianbo Yuan, Guanghan Ning, Pengcheng He, Quanzeng You, Hongxia Yang, Mingyuan Zhou |
| 2024 | ICML | Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning. | Jiaqi Wang, Chenxu Zhao, Lingjuan Lyu, Quanzeng You, Mengdi Huai, Fenglong Ma |
| 2023 | CVPR | Deep Frequency Filtering for Domain Generalization. | Shiqi Lin, Zhizheng Zhang, Zhipeng Huang, Yan Lu, Cuiling Lan, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu, Amey Parulkar, Viraj Navkal, Zhibo Chen |
| 2023 | WACV | TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking. | Peng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu |
| 2023 | WACV | MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark. | Xiaotian Han, Quanzeng You, Chunyu Wang, Zhizheng Zhang, Peng Chu, Houdong Hu, Jiang Wang, Zicheng Liu |
| 2022 | CVPR | Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation. | Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu, Zheng-Jun Zha |
| 2022 | WACV | QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. | Muchao Ye, Quanzeng You, Fenglong Ma |
| 2021 | ACL | Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. | Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma |
| 2019 | CVPR | Action4D: Online Action Recognition in the Crowd and Clutter. | Quanzeng You, Hao Jiang |
| 2018 | CHI | Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media. | Tianran Hu, Anbang Xu, Zhe Liu, Quanzeng You, Yufan Guo, Vibha Sinha, Jiebo Luo, Rama Akkiraju |
| 2018 | CIKM | KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare. | Fenglong Ma, Quanzeng You, Houping Xiao, Radha Chitta, Jing Zhou, Jing Gao |
| 2018 | CVPR | End-to-End Convolutional Semantic Embeddings. | Quanzeng You, Zhengyou Zhang, Jiebo Luo |
| 2018 | ECCV | "Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention. | Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin, Jiebo Luo |
| 2018 | KDD | Risk Prediction on Electronic Health Records with Prior Medical Knowledge. | Fenglong Ma, Jing Gao, Qiuling Suo, Quanzeng You, Jing Zhou, Aidong Zhang |
| 2017 | AAAI | Visual Sentiment Analysis by Attending on Local Image Regions. | Quanzeng You, Hailin Jin, Jiebo Luo |
| 2017 | ICIG | Aesthetic Quality Assessment of Photos with Faces. | Weining Wang, Jiexiong Huang, Xiangmin Xu, Quanzeng You, Jiebo Luo |
| 2017 | ICIP | When saliency meets sentiment: Understanding how image content invokes emotion and sentiment. | Honglin Zheng, Tianlang Chen, Quanzeng You, Jiebo Luo |
| 2017 | ICWSM | Cultural Diffusion and Trends in Facebook Photographs. | Quanzeng You, Dario Garca-Garca, Manohar Paluri, Jiebo Luo, Jungseock Joo |
| 2017 | KDD | Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks. | Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You, Tong Sun, Jing Gao |
| 2016 | AAAI | Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark. | Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| 2016 | CVPR | Image Captioning with Semantic Attention. | Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, Jiebo Luo |
| 2016 | WSDM | Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia. | Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| 2015 | AAAI | Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks. | Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| 2015 | ICWSM | Towards Lifestyle Understanding: Predicting Home and Vacation Locations from User's Online Photo Collections. | Danning Zheng, Tianran Hu, Quanzeng You, Henry A. Kautz, Jiebo Luo |
| 2014 | ICDM | The Eyes of the Beholder: Gender Prediction Using Images Posted in Online Social Networks. | Quanzeng You, Sumit Bhatia, Tong Sun, Jiebo Luo |
| 2013 | ICDM | Towards Understanding the Effectiveness of Election Related Images in Social Media. | Junhuan Zhu, Jiebo Luo, Quanzeng You, John R. Smith |
| 2013 | KDD | Towards social imagematics: sentiment analysis in social multimedia. | Quanzeng You, Jiebo Luo |
| 2013 | KDD | Sentribute: image sentiment analysis from a mid-level perspective. | Jianbo Yuan, Sean Mcdonough, Quanzeng You, Jiebo Luo |
| 2011 | ICDM | Clusterability Analysis and Incremental Sampling for Nystrm Extension Based Spectral Clustering. | Xianchao Zhang, Quanzeng You |