Zhigang Zhu

1. VerifierQ: Enhancing LLM Test Time Compute with Q-Learning-based Verifiers
   2024/10/10 by Jianing Qi, Qi, Jianing, Hao Tang +3 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Testing and Debugging Techniques #Topic Modeling
2. Policy Gradient Guidance Enables Test Time Control
   2025/10/02 by Jianing Qi, Qi, Jianing, Hao Tang +3 · 1 citation
   Decision Sciences · Computer Science · Social Sciences · #Simulation Techniques and Applications #Logic, programming, and type systems #Access Control and Trust
3. q-Breathers in the diatomic β-Fermi-Pasta-Ulam- Tsingou chains
   2024/10/09 by Lin Deng, Hang Yu, Deng, Lin +9 · 1 citation
   Mathematics · Physics and Astronomy · #Algebraic Geometry and Number Theory #Algebraic structures and combinatorial models #FOS: Physical sciences #Nonlinear Waves and Solitons #Statistical Mechanics (cond-mat.stat-mech)
4. Hierarchical long-range relation-aware multi-head graph attention network for satellite earth observation requirement gap filling
   2026/07/21 by Zhigang Zhu, Sutong Yang, Hang Fu +3