Taylor W. Killian

1. K2-Think: A Parameter-Efficient Reasoning System
   2025/09/09 by Zhoujun Cheng, Richard Fan, Cheng, Zhoujun +59 · 6 voices · 2 citations
   #cs.LG
2. Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
   2025/06/17 by Zhoujun Cheng, Shibo Hao, Cheng, Zhoujun +42 · 27 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
3. Medical Dead-ends and Learning to Identify High-risk States and\n Treatments
   2021/10/08 by Mehdi Fatemi, Taylor W. Killian, Fatemi, Mehdi +5 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
4. Robust and Efficient Transfer Learning with Hidden-Parameter Markov\n Decision Processes
   2017/06/20 by Taylor W. Killian, Killian, Taylor, Samuel Daulton +5 · 2 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference #Target Tracking and Data Fusion in Sensor Networks
5. Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning
   2023/01/13 by Taylor W. Killian, Killian, Taylor W., Sonali Parbhoo +3 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML)