Gao, Shanghua

1. MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
   2023/03/25 by Gao, Shanghua, Zhou, Pan, Cheng, Ming-Ming +1 · 36 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. UniTS: A Unified Multi-Task Time Series Model
   2024/02/29 by Shanghua Gao, Gao, Shanghua, Teddy Koker +10 · 1 voice · 20 citations
   Computer Science · #Time Series Analysis and Forecasting #cs.AI #cs.LG
3. Empowering Biomedical Discovery with AI Agents
   2024/04/03 by Gao, Shanghua, Fang, Ada, Huang, Yepeng +6 · 29 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
4. Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
   2023/12/05 by Shanshan Zhong, Zhongzhan Huang, Zhong, Shanshan +11 · 12 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
5. Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
   2025/07/02 by Ge Wu, Wu, Ge, Shen Zhang +21 · 27 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Domain Adaptation and Few-Shot Learning
6. TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
   2025/03/14 by Shanghua Gao, Richard Zhu, Gao, Shanghua +13 · 19 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Genomics and Rare Diseases #Machine Learning (cs.LG) #Machine Learning in Healthcare
7. Orbital Angular Momentum for Wireless Communications
   2018/04/20 by Cheng, Wenchi, Zhang, Wei, Jing, Haiyue +2 · 2 citations
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
8. A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation
   2023/12/10 by Li, Yunheng, Li, Zhongyu, Gao, Shanghua +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks
   2022/06/14 by Gao, Shanghua, Li, Zhong-Yu, Han, Qi +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models
    2025/01/25 by Zhongzhan Huang, Shanshan Zhong, Huang, Zhongzhan +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Speech and dialogue systems
11. Towards Sustainable Self-supervised Learning
    2022/10/20 by Gao, Shanghua, Zhou, Pan, Cheng, Ming-Ming +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. Multimodal Medical Code Tokenizer
    2025/02/06 by Su, Xiaorui, Messica, Shvat, Huang, Yepeng +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Democratizing AI scientists using ToolUniverse
    2025/09/27 by Shanghua Gao, Gao, Shanghua, Richard Zhu +19 · 6 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)