Lin, Zhen

1. Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models
   2023/05/30 by Zhen Lin, Shubhendu Trivedi, Lin, Zhen +3 · 37 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 Kondor, Risi, Lin, Zhen, Trivedi, Shubhendu · 12 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
   2025/03/20 by Liu, Xiaoou, Chen, Tiejin, Da, Longchao +3 · 25 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration
   2024/01/24 by Xiang, Lingfeng, Lin, Zhen, Deng, Weishu +4 · 5 citations
   #FOS: Computer and information sciences #Operating Systems (cs.OS)
5. Conformal Prediction with Temporal Quantile Adjustments
   2022/05/20 by Lin, Zhen, Trivedi, Shubhendu, Sun, Jimeng · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
6. Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation
   2024/06/03 by Lin, Zhen, Trivedi, Shubhendu, Sun, Jimeng · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. The Sombor index of trees and unicyclic graphs with given maximum degree
   2021/03/14 by Zhou, Ting, Lin, Zhen, Miao, Lianying · 2 citations
   #05C05 #05C07 #05C35 #Combinatorics (math.CO) #FOS: Mathematics
8. 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
9. Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks
   2022/02/15 by Zhen Lin, Lin, Zhen, Shubhendu Trivedi +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)
10. AI Scientists Fail Without Strong Implementation Capability
    2025/06/02 by Zhu, Minjun, Xie, Qiujie, Weng, Yixuan +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Conformal Prediction Intervals with Temporal Dependence
    2022/05/25 by Zhen Lin, Shubhendu Trivedi, Lin, Zhen +3 · 2 citations
    Computer Science · Mathematics · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Statistical Methods and Inference
12. Conformal Drug Property Prediction with Density Estimation under Covariate Shift
    2023/10/18 by Laghuvarapu, Siddhartha, Lin, Zhen, Sun, Jimeng · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
13. Certifiably Byzantine-Robust Federated Conformal Prediction
    2024/06/04 by Kang, Mintong, Lin, Zhen, Sun, Jimeng +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. On the spectral radius, energy and Estrada index of the Sombor matrix of graphs
    2021/02/08 by Lin, Zhen · 1 citation
    #05C35 #05C50 #05C90 #Combinatorics (math.CO) #FOS: Mathematics
15. DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
    2025/09/30 by Weng, Yixuan, Zhu, Minjun, Xie, Qiujie +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. The general Albertson irregularity index of graphs
    2021/07/12 by Zhen Lin, Lin, Zhen, Ting Zhou +3 · 1 citation
    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
17. How Far Are AI Scientists from Changing the World?
    2025/07/31 by Qiujie Xie, Yixuan Weng, Xie, Qiujie +19 · 4 citations
    Medicine · Computer Science · Materials Science · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Machine Learning in Materials Science
18. Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
    2023/02/02 by Lin, Zhen, Trivedi, Shubhendu, Xiao, Cao +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
19. Architectural and System Implications of CXL-enabled Tiered Memory
    2025/03/22 by Yujie Yang, Yang, Yujie, Lingfeng Xiang +16 · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Interconnection Networks and Systems