Shibo Li

1. Multi-Fidelity Bayesian Optimization via Deep Neural Networks
   2020/07/06 by Shibo Li, Wei Xing, Li, Shibo +5 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Multi-Resolution Active Learning of Fourier Neural Operators
   2023/09/29 by Shibo Li, Xin Yu, Li, Shibo +9 · 7 citations
   Computer Science · Materials Science · Physics and Astronomy · #Machine Learning and Algorithms #Machine Learning in Materials Science #Model Reduction and Neural Networks
3. Batch Multi-Fidelity Active Learning with Budget Constraints
   2022/10/23 by Shibo Li, Li, Shibo, Jeff M. Phillips +7 · 4 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Algorithms and Data Compression
4. Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
   2022/10/23 by Shibo Li, Michael Penwarden, Li, Shibo +6 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks
5. Deep Multi-Fidelity Active Learning of High-dimensional Outputs
   2020/12/02 by Shibo Li, Robert M. Kirby, Li, Shibo +3 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks
6. Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference
   2026/07/27 by Yifan Dou, Shikan Fang, Shikan Lian +1
   Computer Science · #cs.LG
7. ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control
   2026/07/25 by Yan Zhang, Shibo Li
   #cs.AI #cs.CL
8. Verbalized Particle Posterior: Bayesian Inference over Natural Language Hypotheses
   2026/07/25 by Yan Zhang, Shikan Lian, Shibo Li
   #cs.LG #cs.CL