Ziniu Hu
Scholar

Ziniu Hu

Google Scholar ID: x6ct1CsAAAAJ
xAI
Machine LearningNeuro-Symbolic AIGraphReinforcement LearningLanguage Models
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Citations & Impact
All-time
Citations
6,074
 
H-index
29
 
i10-index
41
 
Publications
20
 
Co-authors
16
list available
Contact
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Publications
9 items
TDRM: Smooth Reward Models with Temporal Difference for LLM RL and Inference
2025
Cited
0
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
2025
Cited
0
Self-Evolving Visual Concept Library using Vision-Language Critics
2025
Cited
0
DataSciBench: An LLM Agent Benchmark for Data Science
2025
Cited
0
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
2025
Cited
0
Scattered Forest Search: Smarter Code Space Exploration with LLMs
arXiv.org · 2024
Cited
1
Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Search
arXiv.org · 2024
Cited
9
Dataset Distillation for Offline Reinforcement Learning
arXiv.org · 2024
Cited
4
Resume (English only)
Academic Achievements
  • ACM SIGKDD 2024 Dissertation Award - Runner Up
  • Best Paper Award, NeurIPS 2023 Workshop (DL + Differential Equation)
  • Best Paper Award, SoCal NLP Symposium 2022
  • Best Student Paper Award, KDD 2020 Workshop (DL on Graphs)
  • Best Full Paper Award, WWW 2019
Background
  • Research Interests: Reinforcing Large Language Models to solve problems. Specialization: Computer Science, particularly in Neural-Symbolic AI.
Co-authors
16 total
Yizhou Sun
Yizhou Sun
Professor, Computer Science, UCLA
Yuxiao Dong
Yuxiao Dong
CS, Tsinghua University
Kai-Wei Chang
Kai-Wei Chang
Associate Professor, UCLA
Xuanzhe Liu
Xuanzhe Liu
Boya Distinguished Professor, Peking University, ACM Distinguished Scientist
Yisong Yue
Yisong Yue
California Institute of Technology; Asari AI; Latitude AI
Shichang Zhang
Shichang Zhang
Harvard University
Tang Jie
Tang Jie
WeBank Chair Professor, Tsinghua University
Co-author 8
Co-author 8