Wang, Zhongruo

1. A Survey for Foundation Models in Autonomous Driving
   2024/02/02 by Haoxiang Gao, Gao, Haoxiang, Wang, Zhongruo +8 · 8 citations
   Engineering · #Autonomous Vehicle Technology and Safety
2. Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities
   2020/01/22 by Zhongruo Wang, Wang, Zhongruo, Krishnakumar Balasubramanian +5 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
   2020/07/18 by Zhongruo Wang, Bingyuan Liu, Wang, Zhongruo +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
4. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
   2024/08/21 by Minghao Liu, Zengfeng Di, Liu, Minghao +29 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. GT2Vec: Large Language Models as Multi-Modal Encoders for Text and Graph-Structured Data
   2024/10/15 by Jia-Cheng Lin, Lin, Jiacheng, Kun Qian +20 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies