He, Xiaodong

45 publications

CVPR 2025 HOIGen-1m: A Large-Scale Dataset for Human-Object Interaction Video Generation Kun Liu, Qi Liu, Xinchen Liu, Jie Li, Yongdong Zhang, Jiebo Luo, Xiaodong He, Wu Liu

CVPR 2025 Scaling Down Text Encoders of Text-to-Image Diffusion Models Lifu Wang, Daqing Liu, Xinchen Liu, Xiaodong He

CVPR 2024 Embodied Multi-Modal Agent Trained by an LLM from a Parallel TextWorld Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi

IJCAI 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models Kanxue Li, Baosheng Yu, Qi Zheng, Yibing Zhan, Yuhui Zhang, Tianle Zhang, Yijun Yang, Yue Chen, Lei Sun, Qiong Cao, Li Shen, Lusong Li, Dapeng Tao, Xiaodong He

CVPR 2024 POCE: Primal Policy Optimization with Conservative Estimation for Multi-Constraint Offline Reinforcement Learning Jiayi Guan, Li Shen, Ao Zhou, Lusong Li, Han Hu, Xiaodong He, Guang Chen, Changjun Jiang

AAAI 2023 MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li

ICML 2023 SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li

AAAI 2022 A Multi-Factor Classification Framework for Completing Users' Fuzzy Queries (Student Abstract) Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He

ECML-PKDD 2022 DialCSP: A Two-Stage Attention-Based Model for Customer Satisfaction Prediction in E-Commerce Customer Service Zhenhe Wu, Liangqing Wu, Shuangyong Song, Jiahao Ji, Bo Zou, Zhoujun Li, Xiaodong He

IJCAI 2022 Learning to Generate Poetic Chinese Landscape Painting with Calligraphy Shaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He

ECML-PKDD 2022 MFDG: A Multi-Factor Dialogue Graph Model for Dialogue Intent Classification Jinhui Pang, Huinan Xu, Shuangyong Song, Bo Zou, Xiaodong He

AAAI 2022 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) Chen Li, Xiaoguang Yu, Shuangyong Song, Jia Wang, Bo Zou, Xiaodong He

AAAI 2020 Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou

NeurIPS 2020 Group Contextual Encoding for 3D Point Clouds Xu Liu, Chengtao Li, Jian Wang, Jingbo Wang, Boxin Shi, Xiaodong He

AAAI 2020 Keywords-Guided Abstractive Sentence Summarization Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong, Xiaodong He

AAAI 2020 Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou

AAAI 2020 Zero-Shot Text-to-SQL Learning with Auxiliary Task Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

NeurIPS 2019 Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Xiaodong He, Xu Sun

AAAI 2019 Attentive Tensor Product Learning Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He

CVPR 2019 Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images Yi Zhou, Xiaodong He, Lei Huang, Li Liu, Fan Zhu, Shanshan Cui, Ling Shao

IJCAI 2019 Discrete Trust-Aware Matrix Factorization for Fast Recommendation Guibing Guo, Enneng Yang, Li Shen, Xiaochun Yang, Xiaodong He

IJCAI 2019 Dynamic Item Block and Prediction Enhancing Block for Sequential Recommendation Guibing Guo, Shichang Ouyang, Xiaodong He, Fajie Yuan, Xiaohua Liu

AAAI 2019 End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou

AAAI 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He

IJCAI 2019 Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun

IJCAI 2019 Mappa Mundi: An Interactive Artistic Mind mAP Generator with Artificial Imagination Ruixue Liu, Baoyang Chen, Meng Chen, Youzheng Wu, Zhijie Qiu, Xiaodong He

CVPR 2019 Object-Driven Text-to-Image Synthesis via Adversarial Training Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao

CVPR 2018 AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He

CVPR 2018 Bottom-up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

CVPR 2018 CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang

ICLR 2018 On the Discrimination-Generalization Tradeoff in GANs Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He

AAAI 2018 Question-Answering with Grammatically-Interpretable Representations Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng

ECCV 2018 Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He

CVPR 2018 Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel

NeurIPS 2017 Adversarial Ranking for Language Generation Kevin Lin, Dianqi Li, Xiaodong He, Zhengyou Zhang, Ming-ting Sun

CVPR 2017 Deep Learning with Low Precision by Half-Wave Gaussian Quantization Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos

CVPR 2017 Semantic Compositional Networks for Visual Captioning Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng

CVPR 2017 StyleNet: Generating Attractive Visual Captions with Styles Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng

ECCV 2016 MS-Celeb-1m: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao

ICLR 2016 Reasoning in Vector Space: An Exploratory Study of Question Answering Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky

CVPRW 2016 Rich Image Captioning in the Wild Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun

CVPR 2016 Stacked Attention Networks for Image Question Answering Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Smola

ICLR 2015 Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng

NeurIPS 2015 End-to-End Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng

CVPR 2015 From Captions to Visual Concepts and Back Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh K. Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig