Shengyang Sun

1. NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
   2024/05/02 by Gerald Shen, Zhilin Wang, Shen, Gerald +23 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Noisy Natural Gradient as Variational Inference
   2017/12/06 by Guodong Zhang, Zhang, Guodong, Shengyang Sun +5 · 7 citations
   Computer Science · #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
3. Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection
   2023/03/23 by Shengyang Sun, Xiaojin Gong, Sun, Shengyang +1 · 4 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
4. Differentiable Compositional Kernel Learning for Gaussian Processes
   2018/06/12 by Shengyang Sun, Sun, Shengyang, Guodong Zhang +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
5. Adversarial Training of Reward Models
   2025/04/08 by Alexander Bukharin, Bukharin, Alexander, Haifeng Qian +15 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection
6. Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
   2025/01/31 by Shengyang Sun, Sun, Shengyang, Yian Zhang +27 · 1 voice · 2 citations
   Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.CL #cs.LG