Zhen Lin

1. Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models
   2023/05/30 by Zhen Lin, Lin, Zhen, Shubhendu Trivedi +3 · 58 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
2. Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
   2018/06/24 by Risi Kondor, Kondor, Risi, Zhen Lin +3 · 17 citations
   Computer Science · Earth and Planetary Sciences · Mathematics · #Advanced Vision and Imaging #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Analysis and Transform Methods #Medical Image Segmentation Techniques #Seismic Imaging and Inversion Techniques
3. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
   2025/03/20 by Xiaoou Liu, Tiejin Chen, Liu, Xiaoou +9 · 30 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration
   2024/01/24 by Lingfeng Xiang, Zhen Lin, Xiang, Lingfeng +11 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques
5. Conformal Prediction Intervals with Temporal Dependence
   2022/05/25 by Zhen Lin, Lin, Zhen, Shubhendu Trivedi +3 · 4 citations
   Computer Science · Mathematics · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Statistical Methods and Inference
6. Locally Valid and Discriminative Prediction Intervals for Deep Learning Models
   2021/06/01 by Zhen Lin, Lin, Zhen, Shubhendu Trivedi +3 · 2 citations
   Engineering · Materials Science · Mathematics · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Methodology (stat.ME) #Statistical Methods and Inference
7. The general Albertson irregularity index of graphs
   2021/07/12 by Zhen Lin, Lin, Zhen, Ting Zhou +3 · 2 citations
   Chemistry · Computer Science · Mathematics · #05C05 #05C07 #05C09 #05C35 #Combinatorics (math.CO) #Computational Drug Discovery Methods #FOS: Mathematics #Free Radicals and Antioxidants #Graph theory and applications
8. Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks
   2022/02/15 by Zhen Lin, Shubhendu Trivedi, Lin, Zhen +3 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME)
9. Certifiably Byzantine-Robust Federated Conformal Prediction
   2024/06/04 by Mintong Kang, Kang, Mintong, Zhen Lin +7 · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
10. Persistent Computational State: A Session-Centric Runtime for Generative World Models
    2026/07/23 by Zhen Lin
    #cs.AI