Huang, Shiyuan

1. Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations
   2023/10/17 by Shiyuan Huang, Huang, Shiyuan, Siddarth Mamidanna +7 · 12 citations
   Computer Science · Materials Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
2. The Amazon Nova Family of Models: Technical Report and Model Card
   2025/03/17 by Amazon AGI, AGI, Amazon, Aayush Shah +867 · 18 citations
   Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
3. Few-Shot Object Detection with Fully Cross-Transformer
   2022/03/28 by Han, Guangxing, Ma, Jiawei, Huang, Shiyuan +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
4. Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
   2022/06/05 by Xudong Lin, Simran Tiwari, Lin, Xudong +11 · 3 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
5. Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
   2021/04/15 by Guangxing Han, Shiyuan Huang, Han, Guangxing +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
6. TempCLR: Temporal Alignment Representation with Contrastive Learning
   2022/12/28 by Yang, Yuncong, Ma, Jiawei, Huang, Shiyuan +4 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
   2020/12/24 by Shiyuan Huang, Jiawei Ma, Huang, Shiyuan +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
8. Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks
   2021/12/17 by Han, Guangxing, He, Yicheng, Huang, Shiyuan +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
9. Supervised Masked Knowledge Distillation for Few-Shot Transformers
   2023/03/25 by Lin, Han, Han, Guangxing, Ma, Jiawei +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences