Huang, Xuhui

1. ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
   2024/10/07 by Ziru Chen, Chen, Ziru, Shijie Chen +35 · 39 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
2. Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks
   2023/12/11 by Yufei Guo, Yuanpei Chen, Guo, Yufei +11 · 13 citations
   Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
3. RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
   2023/08/13 by Guo, Yufei, Liu, Xiaode, Chen, Yuanpei +5 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. 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 · 7 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
5. Membrane Potential Batch Normalization for Spiking Neural Networks
   2023/08/16 by Yufei Guo, Guo, Yufei, Yuhan Zhang +13 · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
6. Direct Learning-Based Deep Spiking Neural Networks: A Review
   2023/05/31 by Guo, Yufei, Huang, Xuhui, Ma, Zhe · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Real Spike: Learning Real-valued Spikes for Spiking Neural Networks
   2022/10/13 by Guo, Yufei, Zhang, Liwen, Chen, Yuanpei +5 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
8. An Information Bottleneck Approach for Markov Model Construction
   2024/04/03 by Dedi Wang, Yunrui Qiu, Wang, Dedi +7 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Biological Physics (physics.bio-ph) #FOS: Physical sciences
9. 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
10. A Note on Learning Rare Events in Molecular Dynamics using LSTM and Transformer
    2021/07/14 by Zeng, Wenqi, Cao, Siqin, Huang, Xuhui +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
11. AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
    2025/06/09 by Yifei Li, Li, Yifei, Hanane Nour Moussa +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