Xu, Chenhui
- Large Language Models have Intrinsic Self-Correction Ability
2024/06/21 by Dancheng Liu, Liu, Dancheng, Amir Nassereldine +16 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
2024/06/06 by Qin, Ruiyang, Liu, Dancheng, Xu, Chenhui +9 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble
2024/03/24 by Chenhui Xu, Fuxun Yu, Xu, Chenhui +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
2025/05/16 by Xu, Chenhui, Liu, Dancheng, Nassereldine, Amir +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework
2024/08/20 by Hu, Yuting, Liu, Dancheng, Wang, Qingyun +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Sub-Sequential Physics-Informed Learning with State Space Model
2025/02/01 by Xu, Chenhui, Liu, Dancheng, Hu, Yuting +4 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Infinite-Dimensional Feature Interaction
2024/05/22 by Chenhui Xu, Fuxun Yu, Xu, Chenhui +10 · 1 citation
Computer Science · #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks
2023/11/29 by Xu, Chenhui, Yu, Fuxun, Xu, Zirui +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation
2024/05/06 by Xu, Chenhui, Wang, Xinyao, Yu, Fuxun +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
2024/11/21 by Qin, Ruiyang, Liu, Dancheng, Xu, Gelei +7 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering