Clusterability Analysis and Incremental Sampling for Nyström Extension Based Spectral Clustering. - Xianchao Zhang 001; Quanzeng You (ICDM, 2011)

An improved spectral clustering algorithm based on random walk. - Xianchao Zhang 001; Quanzeng You (Frontiers Comput. Sci. China, 2011)

Towards Understanding the Effectiveness of Election Related Images in Social Media. - Junhuan Zhu; Jiebo Luo 001; Quanzeng You; John R. Smith (ICDM Workshops, 2013)

Towards social imagematics: sentiment analysis in social multimedia. - Quanzeng You; Jiebo Luo 001 (MDMKDD, 2013)

Sentribute: image sentiment analysis from a mid-level perspective. - Jianbo Yuan; Sean Mcdonough; Quanzeng You; Jiebo Luo 001 (WISDOM, 2013)

Are there cultural differences in event driven information propagation over social media? - Jianbo Yuan; Quanzeng You; Jiebo Luo 001 (SAM@ACM Multimedia, 2013)

The Eyes of the Beholder: Gender Prediction Using Images Posted in Online Social Networks. - Quanzeng You; Sumit Bhatia; Tong Sun 001; Jiebo Luo 001 (ICDM Workshops, 2014)

Inferring Home Location from User's Photo Collections based on Visual Content and Mobility Patterns. - Danning Zheng; Tianran Hu; Quanzeng You; Henry A. Kautz; Jiebo Luo 001 (GeoMM, 2014)

Transit tomography using probabilistic time geography: planning routes without a road map. - Quanzeng You; John Krumm (J. Locat. Based Serv., 2014)

Sentiment Analysis Using Social Multimedia. - Jianbo Yuan; Quanzeng You; Jiebo Luo 001 (Multimedia Data Mining and Analytics, 2015)

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks. - Quanzeng You; Jiebo Luo 001; Hailin Jin; Jianchao Yang (AAAI, 2015)

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 001 (ICWSM, 2015)

Joint Visual-Textual Sentiment Analysis with Deep Neural Networks. - Quanzeng You; Jiebo Luo 001; Hailin Jin; Jianchao Yang (ACM Multimedia, 2015)

Snap n' shop: Visual search-based mobile shopping made a breeze by machine and crowd intelligence. - Quanzeng You; Jianbo Yuan; Jiaqi Wang 002; Philip J. Guo; Jiebo Luo 001 (ICSC, 2015)

A Multifaceted Approach to Social Multimedia-Based Prediction of Elections. - Quanzeng You; Liangliang Cao; Yang Cong; Xianchao Zhang 001; Jiebo Luo 001 (IEEE Trans. Multim., 2015)

Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark. - Quanzeng You; Jiebo Luo 001; Hailin Jin; Jianchao Yang (AAAI, 2016)

The effect of pets on happiness: A data-driven approach via large-scale social media. - Yuchen Wu; Jianbo Yuan; Quanzeng You; Jiebo Luo 001 (IEEE BigData, 2016)

Image Captioning with Semantic Attention. - Quanzeng You; Hailin Jin; Zhaowen Wang; Chen Fang; Jiebo Luo 001 (CVPR, 2016)

Sentiment and Emotion Analysis for Social Multimedia: Methodologies and Applications. - Quanzeng You (ACM Multimedia, 2016)

Robust Visual-Textual Sentiment Analysis: When Attention meets Tree-structured Recursive Neural Networks. - Quanzeng You; Liangliang Cao; Hailin Jin; Jiebo Luo 001 (ACM Multimedia, 2016)

Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia. - Quanzeng You; Jiebo Luo 001; Hailin Jin; Jianchao Yang (WSDM, 2016)

Voting with Feet: Who are Leaving Hillary Clinton and Donald Trump? - Yu Wang 041; Yuncheng Li; Quanzeng You; Xiyang Zhang 001; Richard Niemi; Jiebo Luo 001 (CoRR, 2016)

Image Based Appraisal of Real Estate Properties. - Quanzeng You; Ran Pang; Jiebo Luo 001 (CoRR, 2016)

A picture tells a thousand words - About you! User interest profiling from user generated visual content. - Quanzeng You; Sumit Bhatia; Jiebo Luo 001 (Signal Process., 2016)

Sampling for Nyström Extension-Based Spectral Clustering: Incremental Perspective and Novel Analysis. - Xianchao Zhang 001; Linlin Zong; Quanzeng You; Xing Yong (ACM Trans. Knowl. Discov. Data, 2016)

Visual Sentiment Analysis by Attending on Local Image Regions. - Quanzeng You; Hailin Jin; Jiebo Luo 001 (AAAI, 2017)

Aesthetic Quality Assessment of Photos with Faces. - Weining Wang 003; Jiexiong Huang; Xiangmin Xu; Quanzeng You; Jiebo Luo 001 (ICIG (3), 2017)

When saliency meets sentiment: Understanding how image content invokes emotion and sentiment. - Honglin Zheng; Tianlang Chen; Quanzeng You; Jiebo Luo 001 (ICIP, 2017)

Cultural Diffusion and Trends in Facebook Photographs. - Quanzeng You; Dario García-García; Manohar Paluri; Jiebo Luo 001; Jungseock Joo (ICWSM, 2017)

Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks. - Fenglong Ma; Radha Chitta; Jing Zhou; Quanzeng You; Tong Sun 001; Jing Gao 004 (KDD, 2017)

Social Multimedia Sentiment Analysis. - Jiebo Luo 001; Damian Borth; Quanzeng You (ACM Multimedia, 2017)

Adaptive Greedy Dictionary Selection for Web Media Summarization. - Yang Cong; Ji Liu 002; Gan Sun; Quanzeng You; Yuncheng Li; Jiebo Luo 001 (IEEE Trans. Image Process., 2017)

Image-Based Appraisal of Real Estate Properties. - Quanzeng You; Ran Pang; Liangliang Cao; Jiebo Luo 001 (IEEE Trans. Multim., 2017)

Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media. - Tianran Hu; Anbang Xu; Zhe Liu 002; Quanzeng You; Yufan Guo; Vibha Sinha; Jiebo Luo 001; Rama Akkiraju (CHI, 2018)

KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare. - Fenglong Ma; Quanzeng You; Houping Xiao; Radha Chitta; Jing Zhou; Jing Gao 004 (CIKM, 2018)

End-to-End Convolutional Semantic Embeddings. - Quanzeng You; Zhengyou Zhang; Jiebo Luo 001 (CVPR, 2018)

"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 001 (ECCV (10), 2018)

Risk Prediction on Electronic Health Records with Prior Medical Knowledge. - Fenglong Ma; Jing Gao 004; Qiuling Suo; Quanzeng You; Jing Zhou; Aidong Zhang (KDD, 2018)

Twitter Sentiment Analysis via Bi-sense Emoji Embedding and Attention-based LSTM. - Yuxiao Chen 002; Jianbo Yuan; Quanzeng You; Jiebo Luo 001 (ACM Multimedia, 2018)

Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions. - Quanzeng You; Hailin Jin; Jiebo Luo 001 (CoRR, 2018)

Action4D: Real-time Action Recognition in the Crowd and Clutter. - Quanzeng You; Hao Jiang 007 (CoRR, 2018)

Action4D: Online Action Recognition in the Crowd and Clutter. - Quanzeng You; Hao Jiang 007 (CVPR, 2019)

Real-time Multiple People Hand Localization in 4D Point Clouds. - Hao Jiang 007; Quanzeng You (CoRR, 2019)

Real-time 3D Deep Multi-Camera Tracking. - Quanzeng You; Hao Jiang 007 (CoRR, 2020)

A Benchmark Dataset for Understandable Medical Language Translation. - Junyu Luo 001; Zifei Zheng; Hanzhong Ye; Muchao Ye; Yaqing Wang 001; Quanzeng You; Cao Xiao; Fenglong Ma (CoRR, 2020)

Double-layer conditional random fields model for human action recognition. - Tianliang Liu; Xiaodong Dong; Yanzhang Wang; Xiubin Dai; Quanzeng You; Jiebo Luo 001 (Signal Process. Image Commun., 2020)

Sentiment Recognition for Short Annotated GIFs Using Visual-Textual Fusion. - Tianliang Liu; Junwei Wan; Xiubin Dai; Feng Liu 028; Quanzeng You; Jiebo Luo 001 (IEEE Trans. Multim., 2020)

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. - Xingyi Yang; Muchao Ye; Quanzeng You; Fenglong Ma (ACL/IJCNLP (1), 2021)

Disentanglement-based Cross-Domain Feature Augmentation for Effective Unsupervised Domain Adaptive Person Re-identification. - Zhizheng Zhang 004; Cuiling Lan; Wenjun Zeng 001; Quanzeng You; Zicheng Liu 001; Kecheng Zheng; Zhibo Chen 001 (CoRR, 2021)

Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation. - Zhipeng Huang 014; Zhizheng Zhang 004; Cuiling Lan; Wenjun Zeng 001; Peng Chu; Quanzeng You; Jiang Wang 012; Zicheng Liu 001; Zheng-Jun Zha (CVPR, 2022)

QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. - Muchao Ye; Quanzeng You; Fenglong Ma (WACV, 2022)

SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering. - Peixi Xiong; Quanzeng You; Pei Yu; Zicheng Liu 001; Ying Wu 001 (CoRR, 2022)

Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention. - Quanzeng You; Jiang Wang 012; Peng Chu; Andre Abrantes; Zicheng Liu 001 (CoRR, 2022)

Deep Frequency Filtering for Domain Generalization. - Shiqi Lin; Zhizheng Zhang 004; Zhipeng Huang 014; Yan Lu 001; Cuiling Lan; Peng Chu; Quanzeng You; Jiang Wang 012; Zicheng Liu 001; Amey Parulkar; Viraj Navkal; Zhibo Chen 001 (CVPR, 2023)

Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation. - Shanshan Wang 008; Yiyang Chen; Zhenwei He; Xun Yang 001; Mengzhu Wang; Quanzeng You; Xingyi Zhang 001 (ACM Multimedia, 2023)

TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking. - Peng Chu; Jiang Wang 012; Quanzeng You; Haibin Ling; Zicheng Liu 001 (WACV, 2023)

MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark. - Xiaotian Han; Quanzeng You; Chunyu Wang; Zhizheng Zhang 004; Peng Chu; Houdong Hu; Jiang Wang 012; Zicheng Liu 001 (WACV, 2023)

RefineVIS: Video Instance Segmentation with Temporal Attention Refinement. - Andre Abrantes; Jiang Wang 012; Peng Chu; Quanzeng You; Zicheng Liu 001 (CoRR, 2023)

CORE-MM: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models. - Xiaotian Han; Quanzeng You; Yongfei Liu; Wentao Chen; Huangjie Zheng; Khalil Mrini; Xudong Lin 007; Yiqi Wang 004; Bohan Zhai; Jianbo Yuan; Heng Wang; Hongxia Yang (CoRR, 2023)

Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis. - Xiaohui Chen; Yongfei Liu; Yingxiang Yang; Jianbo Yuan; Quanzeng You; Li-Ping Liu 001; Hongxia Yang (CoRR, 2023)

Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts. - Tianqi Chen; Yongfei Liu; Zhendong Wang; Jianbo Yuan; Quanzeng You; Hongxia Yang; Mingyuan Zhou (CoRR, 2023)

InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model. - Haogeng Liu; Quanzeng You; Yiqi Wang 004; Xiaotian Han; Bohan Zhai; Yongfei Liu; Wentao Chen; Yiren Jian; Yunzhe Tao; Jianbo Yuan; Ran He 001; Hongxia Yang (ACL (Findings), 2024)

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 (ICLR, 2024)

COCO is "ALL" You Need for Visual Instruction Fine-tuning. - Xiaotian Han; Yiqi Wang 004; Bohan Zhai; Quanzeng You; Hongxia Yang (ICME, 2024)

Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning. - Jiaqi Wang 002; Chenxu Zhao; Lingjuan Lyu; Quanzeng You; Mengdi Huai; Fenglong Ma (ICML, 2024)

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Xiaotian Han; Zhengyu Chen; Quanzeng You; Hongxia Yang (NeurIPS, 2024)

Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model. - Haogeng Liu; Quanzeng You; Xiaotian Han; Yongfei Liu; Huaibo Huang; Ran He 001; Hongxia Yang (NeurIPS, 2024)

Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning. - Yiqi Wang 004; Wentao Chen; Xiaotian Han; Xudong Lin 007; Haiteng Zhao; Yongfei Liu; Bohan Zhai; Jianbo Yuan; Quanzeng You; Hongxia Yang (CoRR, 2024)

InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding. - Haogeng Liu; Quanzeng You; Xiaotian Han; Yiqi Wang 004; Bohan Zhai; Yongfei Liu; Yunzhe Tao; Huaibo Huang; Ran He 001; Hongxia Yang (CoRR, 2024)

ViTAR: Vision Transformer with Any Resolution. - Qihang Fan; Quanzeng You; Xiaotian Han; Yongfei Liu; Yunzhe Tao; Huaibo Huang; Ran He 001; Hongxia Yang (CoRR, 2024)

Law of Vision Representation in MLLMs. - Shijia Yang; Bohan Zhai; Quanzeng You; Jianbo Yuan; Hongxia Yang; Chenfeng Xu (CoRR, 2024)

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning. - Xiaotian Han; Yiren Jian; Xuefeng Hu; Haogeng Liu; Yiqi Wang 004; Qihang Fan; Yuang Ai; Huaibo Huang; Ran He 001; Zhenheng Yang; Quanzeng You (CoRR, 2024)

BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data. - Xuwu Wang; Qiwen Cui; Yunzhe Tao; Yiran Wang; Ziwei Chai; Xiaotian Han; Boyi Liu; Jianbo Yuan; Jing Su; Guoyin Wang 002; Tingkai Liu; Liyu Chen; et al. (CoRR, 2024)

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation. - Yuang Ai; Xiaoqiang Zhou; Huaibo Huang; Xiaotian Han; Zheng Chen 014; Quanzeng You; Hongxia Yang (CoRR, 2024)

Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis. - Jiaqi Wang 002; Ziyi Yin 003; Quanzeng You; Lingjuan Lyu; Fenglong Ma (KDD (1), 2025)