Huang, Ziyi

1. Evaluating Aleatoric Uncertainty via Conditional Generative Models
   2022/06/09 by Huang, Ziyi, Lam, Henry, Zhang, Haofeng · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks
   2023/06/09 by Huang, Ziyi, Lam, Henry, Zhang, Haofeng · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Learning Prediction Intervals for Regression: Generalization and Calibration
   2021/02/26 by Chen, Haoxian, Huang, Ziyi, Lam, Henry +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition
   2025/03/06 by Chen, Bin, Yu Zhang, Zhang, Yu +6 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
5. Quantifying Epistemic Uncertainty in Deep Learning
   2021/10/23 by Ziyi Huang, Huang, Ziyi, Henry Lam +3 · 1 citation
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Model Reduction and Neural Networks
6. SR-LLM: Rethinking the Structured Representation in Large Language Model
   2025/02/20 by Zhang, Jiahuan, Wang, Tianheng, Wu, Hanqing +7 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences