Publications by Topics

Transformers

• Propagation of Chaos in Contextual Flow Maps
  with Shi Chen, Zhengjiang Lin, and Philippe Rigollet
  arXiv preprint, 2026
  

Alignment

• Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium
  with Qi Long, Zhekun Shi, Weijie J. Su, and Jiancong Xiao
  Annals of Statistics, 2026
  

• Theoretical Tensions in RLHF: Reconciling Empirical Success with Inconsistencies in Social Choice Theory
  Jiancong Xiao, Zhekun Shi, Kaizhao Liu, Qi Long, Weijie J. Su
  arXiv preprint, 2025
  

• Fundamental Limits of Game-Theoretic LLM Alignment: Smith Consistency and Preference Matching
  with Zhekun Shi, Qi Long, Weijie J. Su, and Jiancong Xiao
  arXiv preprint, 2025
  

Nonconvex Optimization

• The Local Landscape of Phase Retrieval Under Limited Samples
  with Zihao Wang and Lei Wu
  IEEE Transactions on Information Theory, 2024
  

Uncertainty Quantification

• Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
  with Jose Blanchet, Lexing Ying, and Yiping Lu
  ICML, 2024
  

Quantum Physics

• Error Bounds for Open Quantum Systems with Harmonic Bosonic Bath
  with Jianfeng Lu
  Quantum, 2025
  

Plane Geometry

• 帕斯卡定理的推广
  with Lingfeng Chen and Yonggang Ren
  中等数学, 2018
  

Publications by Year

They can be found in my Google Scholar page.