Ma, Congbo
- Multi-document Summarization via Deep Learning Techniques: A Survey
2020/11/10 by Congbo Ma, Ma, Congbo, Wei Emma Zhang +7 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
- Unsupervised Representation Learning by Predicting Random Distances
2019/12/22 by Wang, Hu, Pang, Guansong, Shen, Chunhua +1 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography
2021/07/20 by Zihan Wang, Wang, Zihan, Olivia Byrnes +13 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning
- Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction
2022/07/22 by Wang, Hu, Zhang, Jianpeng, Chen, Yuanhong +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-label Thoracic Disease Image Classification with Cross-Attention Networks
2020/07/21 by Congbo Ma, Hu Wang, Ma, Congbo +3 · 2 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Phonocardiography and Auscultation Techniques
- Kalman Filter Enhanced GRPO for Reinforcement Learning-Based Language Model Reasoning
2025/05/12 by Wang, Hu, Ma, Congbo, Reid, Ian +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Disentangling Specificity for Abstractive Multi-document Summarization
2024/05/12 by Ma, Congbo, Zhang, Wei Emma, Wang, Hu +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Rethinking Weight-Averaged Model-merging
2024/11/14 by Hu Wang, Wang, Hu, Congbo Ma +8 · 1 citation
Computer Science · Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications
- HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
2025/05/30 by Qing Li, Jiahui Geng, Li, Qing +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uncertainty Quantification for Machine Learning in Healthcare: A Survey
2025/05/04 by L. Julián Lechuga López, López, L. Julián Lechuga, Shaza Elsharief +9 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG) #Machine Learning in Healthcare