Ruiqi Zhang
- Trained Transformers Learn Linear Models In-Context
2023/06/16 by Ruiqi Zhang, Zhang, Ruiqi, Spencer Frei +3 · 1 voice · 52 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG #stat.ML
- Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning
2024/04/08 by Ruiqi Zhang, Zhang, Ruiqi, Licong Lin +5 · 79 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Fast Best-of-N Decoding via Speculative Rejection
2024/10/26 by Hanshi Sun, Sun, Hanshi, Momin Haider +13 · 36 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #Computation and Language (cs.CL) #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Computer and information sciences
- Spin-orbit torques: Materials, mechanisms, performances, and potential applications
2020/10/21 by Cheng Song, Ruiqi Zhang, Liyang Liao +6 · 6 citations
Physics and Astronomy · Materials Science · #Magnetic properties of thin films #Magnetic and transport properties of perovskites and related materials #Physics of Superconductivity and Magnetism
- Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey
2024/08/19 by Ruiqi Zhang, Zhang, Ruiqi, Jing Hou +17 · 5 citations
Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Traffic control and management #Transportation and Mobility Innovations
- Agents' Last Exam
2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
#cs.AI #cs.CL #cs.LG
- ProxFly: Robust Control for Close Proximity Quadcopter Flight via Residual Reinforcement Learning
2024/09/20 by Ruiqi Zhang, Zhang, Ruiqi, Dingqi Zhang +3 · 4 citations
Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Robotics (cs.RO)
- Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface
2023/08/07 by Ruiqi Zhang, Jie Chen, Zhang, Ruiqi +3 · 2 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Pose and Action Recognition #Computer Graphics and Visualization Techniques
- Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models
2025/06/04 by Ruiqi Zhang, Zhang, Ruiqi, Xiao, Changyi +2 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
- How Do LLMs Perform Two-Hop Reasoning in Context?
2025/02/19 by Tianyu Guo, Guo, Tianyu, Hanlin Zhu +11 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
- Magnetism-Enhanced Strong Electron-Phonon Coupling in Infinite-Layer Nickelate
2025/04/17 by Ruiqi Zhang, Zhang, Ruiqi, Yanyong Wang +26 · 2 citations
Materials Science · Physics and Astronomy · #Magnetic and transport properties of perovskites and related materials #Physics of Superconductivity and Magnetism #Iron-based superconductors research
- Minimax Optimal Convergence of Gradient Descent in Logistic Regression via Large and Adaptive Stepsizes
2025/04/05 by Ruiqi Zhang, Jingfeng Wu, Zhang, Ruiqi +5 · 1 citation
Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Statistical Methods and Inference