Zhang, Borong
- PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
2024/06/20 by Jiaming Ji, Ji, Jiaming, Donghai Hong +16 · 53 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research
- AI Alignment: A Comprehensive Survey
2023/10/30 by Ji, Jiaming, Qiu, Tianyi, Chen, Boyuan +23 · 41 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Baichuan 2: Open Large-scale Language Models
2023/09/19 by Yang, Aiyuan, Xiao, Bin, Wang, Bingning +52 · 40 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Aligner: Efficient Alignment by Learning to Correct
2024/02/04 by Jiaming Ji, Ji, Jiaming, Boyuan Chen +13 · 27 citations
Computer Science · Physics and Astronomy · #Handwritten Text Recognition Techniques #Color Science and Applications
- Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark
2023/10/19 by Jiaming Ji, Ji, Jiaming, Borong Zhang +17 · 21 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- SafeDreamer: Safe Reinforcement Learning with World Models
2023/07/14 by Weidong Huang, Jiaming Ji, Huang, Weidong +7 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
2023/05/16 by Jiaming Ji, Jiayi Zhou, Ji, Jiaming +17 · 9 citations
Computer Science · Social Sciences · Health Professions · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Occupational Health and Safety Research
- SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained Learning
2025/03/05 by Borong Zhang, Zhang, Borong, Yuhao Zhang +10 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Back-Projection Diffusion: Solving the Wideband Inverse Scattering Problem with Diffusion Models
2024/08/05 by Borong Zhang, Zhang, Borong, Guerra, Martín +3 · 1 citation
Engineering · Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA) #Numerical methods in inverse problems