Haoyang Liu

1. Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation
   2023/10/22 by Haoyang Liu, Liu, Haoyang, Yufei Kuang +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Machine Learning Insides OptVerse AI Solver: Design Principles and Applications
   2024/01/11 by Xijun Li, Fangzhou Zhu, Li, Xijun +49 · 4 citations
   Computer Science · Psychology · #Neural Networks and Reservoir Computing #Educational Games and Gamification #Artificial Intelligence in Games
3. Towards Adversarially Robust Dataset Distillation by Curvature Regularization
   2024/03/15 by Eric Xue, Yijiang Li, Xue, Eric +8 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
4. A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection
   2017/08/03 by Junyu Zhang, Haoyang Liu, Zhang, Junyu +5 · 1 citation
   Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Human Mobility and Location-Based Analysis
5. Density Estimation with Contaminated Data: Minimax Rates and Theory of Adaptation
   2017/12/21 by Haoyang Liu, Chao Gao, Liu, Haoyang +1 · 1 citation
   Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
6. Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data
   2024/02/15 by Haoyang Liu, Liu, Haoyang, Yijiang Li +17 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Genomics (q-bio.GN) #Machine Learning (cs.LG)
7. GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis
   2025/07/28 by Haoyang Liu, Yijiang Li, Liu, Haoyang +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Single-cell and spatial transcriptomics #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management