Xuhui Huang
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
2024/10/07 by Ziru Chen, Shijie Chen, Chen, Ziru +35 · 47 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Abundancia relativa y distribución de aves marinas frente a la costa peruana y su relación con la anchoveta. Crucero BIC Humboldt 9803-05 de Tumbes a Tacna
1998/07/01 by Aaron Chevalier, Daniel‐Adriano Silva, Gabriel J. Rocklin +28 · 1 voice · 8 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Social Sciences · #Geography and Environmental Studies in Latin America #Monoclonal and Polyclonal Antibodies Research #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks
2023/12/11 by Yufei Guo, Guo, Yufei, Yuanpei Chen +11 · 14 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization
2023/05/03 by Yufei Guo, Weihang Peng, Guo, Yufei +11 · 10 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- Membrane Potential Batch Normalization for Spiking Neural Networks
2023/08/16 by Yufei Guo, Yuhan Zhang, Guo, Yufei +13 · 11 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
2023/08/13 by Yufei Guo, Xiaode Liu, Guo, Yufei +13 · 9 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- Direct Learning-Based Deep Spiking Neural Networks: A Review
2023/05/31 by Yufei Guo, Guo, Yufei, Xuhui Huang +3 · 8 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Real Spike: Learning Real-valued Spikes for Spiking Neural Networks
2022/10/13 by Yufei Guo, Guo, Yufei, Liwen Zhang +13 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift
2024/10/24 by Junbao Chen, Jingfeng Xue, Chen, Junbao +7 · 6 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
- An Information Bottleneck Approach for Markov Model Construction
2024/04/03 by Dedi Wang, Yunrui Qiu, Wang, Dedi +7 · 4 citations
Computer Science · #Bayesian Modeling and Causal Inference #Biological Physics (physics.bio-ph) #FOS: Physical sciences
- Asymptotically Optimal Lazy Lifelong Sampling-based Algorithm for Efficient Motion Planning in Dynamic Environments
2024/09/10 by Xuhui Huang, Huang, Lu, Yu, Jingwen +2 · 2 citations
Computer Science · Engineering · #Machine Learning and Algorithms #Robotic Path Planning Algorithms #Robot Manipulation and Learning
- ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
2021/06/16 by Chaofan Chen, Xiaoshan Yang, Chen, Chaofan +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
- A Note on Learning Rare Events in Molecular Dynamics using LSTM and Transformer
2021/07/14 by Wenqi Zeng, Zeng, Wenqi, Siqin Cao +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Topic Modeling
- AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
2025/06/09 by Yifei Li, Hanane Nour Moussa, Li, Yifei +33 · 4 citations
Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management
- Nutritional composition, physiological functions and processing of lotus (Nelumbo nucifera Gaertn.) seeds: a review
2015/03/17 by Yi Zhang, Xu Lu, Shaoxiao Zeng +6 · 1 citation
Agricultural and Biological Sciences · Chemistry · Pharmacology, Toxicology and Pharmaceutics · #Chromatography in Natural Products #Pharmacological Effects of Natural Compounds #Phytochemistry and biological activity of medicinal plants