Runze Liu

1. Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling
   2025/02/10 by Runze Liu, Liu, Runze, Junqi Gao +13 · 4 voices · 44 citations
   Computer Science · #Digital Rights Management and Security #cs.CL
2. High-efficiency single-photon source above the loss-tolerant threshold for efficient linear optical quantum computing
   2023/11/14 by Xing Ding, Ding, Xing, Yong-Peng Guo +28 · 24 citations
   Engineering · Computer Science · #Photonic and Optical Devices #Neural Networks and Reservoir Computing #Optical Network Technologies
3. A Survey of Reinforcement Learning for Large Reasoning Models
   2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +80 · 2 voices · 55 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG
4. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
   2025/04/01 by Jian Zhao, Zhao, Jian, Runze Liu +18 · 32 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
5. A Foundational Potential Energy Surface Dataset for Materials
   2025/03/06 by Aaron D. Kaplan, Runze Liu, Kaplan, Aaron D. +15 · 20 citations
   Materials Science · Physics and Astronomy · Chemistry · #Machine Learning in Materials Science #Quantum many-body systems #Advanced Physical and Chemical Molecular Interactions
6. eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform
   2019/06/03 by Runze Liu, Liu, Runze, Jianlei Yang +4 · 3 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Modular Robots and Swarm Intelligence #Advanced Image and Video Retrieval Techniques
7. Heralded three-photon entanglement from a single-photon source on a photonic chip
   2023/07/05 by Si Chen, Lichao Peng, Chen, Si +27 · 5 citations
   Computer Science · Engineering · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices #Quantum Physics (quant-ph)
8. A Large Language Model-Driven Reward Design Framework via Dynamic Feedback for Reinforcement Learning
   2024/10/18 by Shengjie Sun, Sun, Shengjie, Runze Liu +9 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
9. Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization
   2020/05/08 by Xiaotao Jia, Jianlei Yang, Jia, Xiaotao +8 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. VLP: Vision-Language Preference Learning for Embodied Manipulation
    2025/02/17 by Runze Liu, Liu, Runze, Chenjia Bai +8 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
11. SEABO: A Simple Search-Based Method for Offline Imitation Learning
    2024/02/06 by Jiafei Lyu, Lyu, Jiafei, Xiaoteng Ma +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
12. Experimental quantum non-Gaussian coincidences of entangled photons
    2023/07/10 by Runze Liu, Liu, Run-Ze, Yu-Kun Qiao +17 · 2 citations
    Computer Science · Physics and Astronomy · #Experimental and Theoretical Physics Studies #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
13. RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
    2024/12/14 by Fengshuo Bai, Runze Liu, Bai, Fengshuo +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
14. On Microstructure Estimation Using Flatbed Scanners for Paper Surface Based Authentication
    2020/08/29 by Runze Liu, Liu, Runze, Chau-Wai Wong +1 · 1 citation
    Computer Science · Engineering · #Digital Media Forensic Detection #FOS: Electrical engineering #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Signal Processing (eess.SP) #electronic engineering #information engineering
15. Experimental single-photon quantum key distribution surpassing the fundamental coherent-state rate limit
    2024/06/04 by Yang Zhang, Zhang, Yang, Xing Ding +37 · 1 citation
    Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum optics and atomic interactions #Quantum Mechanics and Applications
16. When Importance Sampling Misallocates Credit: Asymmetric Ratios for Outcome-Supervised RL
    2025/10/07 by Runze Liu, Wang, Jiakang, Liu, Runze +12 · 2 citations
    Decision Sciences · Mathematics · #Simulation Techniques and Applications #Statistical Methods and Inference
17. Do Speech Tokens Leak Voiceprints? Speaker Inversion Attacks Against End-to-End Speech Language Models
    2026/07/18 by Ye Lu, Yihan Yan, Zhaoyang Zhang +4
    #cs.SD #cs.AI #cs.CR