Xiaoran Xu

1. Backprop-Q: Generalized Backpropagation for Stochastic Computation Graphs
   2018/07/25 by Xiaoran Xu, Songpeng Zu, Xu, Xiaoran +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Modeling Attention Flow on Graphs
   2018/11/01 by Xiaoran Xu, Xu, Xiaoran, Songpeng Zu +7 · 1 citation
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Recommender Systems and Techniques
3. LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
   2025/06/02 by Lingyao Li, Li, Lingyao, Dawei Li +13 · 4 citations
   Social Sciences · Computer Science · Earth and Planetary Sciences · #Disaster Management and Resilience #Seismology and Earthquake Studies #Tropical and Extratropical Cyclones Research
4. VTM-Nav: Harnessing Cross-Episode Experience for Object-Goal Navigation with Hierarchical Visual-Topological Memory
   2026/07/16 by Xiaoran Xu, Yupeng Wu, Tianyu Xue +4
   #cs.CV #cs.AI