He, Xuehai
- Reinforcement Learning for Reasoning in Large Language Models with One Training Example
2025/04/29 by Yiping Wang, Qing Yang, Wang, Yiping +27 · 5 voices · 80 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
- PathVQA: 30000+ Questions for Medical Visual Question Answering
2020/03/07 by Xuehai He, He, Xuehai, Yichen Zhang +7 · 84 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
2023/05/24 by Feng, Weixi, Zhu, Wanrong, Fu, Tsu-jui +6 · 52 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
2022/12/09 by Weixi Feng, Xuehai He, Feng, Weixi +15 · 35 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- MedDialog: Two Large-scale Medical Dialogue Datasets
2020/04/07 by Xuehai He, He, Xuehai, Shu Chen +23 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
- GRIT: Teaching MLLMs to Think with Images
2025/05/21 by Yue Fan, Fan, Yue, Xinyi He +12 · 39 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
2025/05/21 by Zhen Zhang, Zhang, Zhen, Xinyi He +13 · 29 citations
Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Scheduling and Optimization Algorithms
- MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
2024/06/12 by Xuehai He, He, Xuehai, Weixi Feng +25 · 9 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- ComCLIP: Training-Free Compositional Image and Text Matching
2022/11/25 by Kenan Jiang, Xuehai He, Jiang, Kenan +5 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens
2023/10/03 by Kaizhi Zheng, Zheng, Kaizhi, Xuehai He +3 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Pathological Visual Question Answering
2020/10/06 by Xuehai He, He, Xuehai, Zhuo Cai +11 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Parameter-efficient Model Adaptation for Vision Transformers
2022/03/29 by Xuehai He, He, Xuehai, Chunyuan Li +7 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents
2022/08/28 by Zheng, Kaizhi, Zhou, Kaiwen, Gu, Jing +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
2024/10/03 by Xiaotong Chen, Zheng, Kaizhi, Chen, Xiaotong +16 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graph Theory and Algorithms #Graphics (cs.GR) #Human-Computer Interaction (cs.HC)
- COVID-CT-Dataset: A CT Scan Dataset about COVID-19
2020/03/30 by Yang, Xingyi, He, Xuehai, Zhao, Jinyu +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
2024/12/17 by Yiping Wang, Xuehai He, Wang, Yiping +13 · 6 citations
Computer Science · Engineering · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Video Analysis and Summarization
- FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
2024/05/08 by He, Xuehai, Zheng, Jian, Fang, Jacob Zhiyuan +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners
2023/05/18 by Xuehai He, He, Xuehai, Weixi Feng +15 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- VLM4D: Towards Spatiotemporal Awareness in Vision Language Models
2025/08/04 by Zhou, Shijie, Vilesov, Alexander, He, Xuehai +7 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
2024/05/30 by Qianqi Yan, Yan, Qianqi, Xuehai He +4 · 2 citations
Medicine · #Acute Ischemic Stroke Management #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
2023/10/14 by Jiachen Li, Qiaozi Gao, Li, Jiachen +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- Mojito: Motion Trajectory and Intensity Control for Video Generation
2024/12/12 by Xuehai He, He, Xuehai, Shuohang Wang +17 · 2 citations
Computer Science · Engineering · Social Sciences · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimedia Communication and Technology