Liu, Bingyuan

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1357 citations
   #cs.CL #cs.AI
2. The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration
   2021/11/30 by Bingyuan Liu, Ismail Ben Ayed, Liu, Bingyuan +5 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges
   2022/02/14 by Wu, Junde, Fang, Huihui, Li, Fei +26 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
   2020/07/18 by Zhongruo Wang, Wang, Zhongruo, Bingyuan Liu +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Single-cell and spatial transcriptomics #Sparse and Compressive Sensing Techniques
5. Reducing Distraction in Long-Context Language Models by Focused Learning
   2024/11/08 by Zijun Wu, Wu, Zijun, Bingyuan Liu +7 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
6. The Diederich-Fornæss index I: for domains of non-trivial index
   2017/01/01 by Bingyuan Liu, Liu, Bingyuan · 1 citation
   Mathematics · #Advanced Operator Algebra Research #Analytic and geometric function theory #Complex Variables (math.CV) #Differential Geometry (math.DG) #FOS: Mathematics #Holomorphic and Operator Theory
7. Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset
   2019/11/21 by Liu, Bingyuan, Zhang, Jiantao, Zhang, Xiaoting +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis
   2021/09/30 by Liu, Bingyuan, Zhang, Qi, Xue, Lingzhou +2 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)