Nian X. Sun

1. Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics
   2023/12/05 by Xiaoxing Mo, Mo, Xiaoxing, Yechao Zhang +13 · 10 citations
   Computer Science · Physics and Astronomy · #Cellular Automata and Applications #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topological and Geometric Data Analysis
2. Giant Nonreciprocity of Surface Acoustic Waves enabled by the\n Magnetoelastic Interaction
   2020/04/29 by Piyush Shah, Derek A. Bas, Shah, Piyush J. +9 · 3 citations
   Materials Science · Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Multiferroics and related materials #Photonic Crystals and Applications
3. LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
   2025/09/23 by Lin, Xixun, Jingwen Zhang, Ning, Yucheng +39 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
4. The effect of morphology on the flame‐retardant behaviors of melamine cyanurate in PA6 composites
   2014/02/27 by Shuo Tang, Li‐jun Qian, Lijun Qian +3 · 2 citations
   Materials Science · #Flame retardant materials and properties #Electromagnetic wave absorption materials #Synthesis and properties of polymers
5. From Principles to Practice: A Deep Dive into AI Ethics and Regulations
   2024/12/06 by Nian X. Sun, Yuantian Miao, Sun, Nan +6 · 2 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
6. CollabVLA: Self-Reflective Vision-Language-Action Model Dreaming Together with Human
   2025/09/18 by Nian X. Sun, Yongchang Li, Sun, Nan +7 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)