Zhi Zheng
Scholar

Zhi Zheng

Google Scholar ID: nxJ4qM4AAAAJ
National University of Singapore, NUS; Southern University of Science and Technology, SUSTech
Large Language ModelMachine LearningNeural Combinatorial Optimization
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Citations & Impact
All-time
Citations
128
 
H-index
6
 
i10-index
5
 
Publications
8
 
Co-authors
5
list available
Publications
10 items
Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?
2026
Cited
0
AIM-ZO: Activation-Informed Subspace Maintenance for Zeroth-Order LLM Fine-Tuning
2026
Cited
0
GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skills
2026
Cited
0
Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO
2026
Cited
0
Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements
2026
Cited
0
Hyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging
2026
Cited
0
One Token per Multimodal Evidence: Latent Memory for Resource-Constrained QA
2026
Cited
0
APEX: Autonomous Policy Exploration for Self-Evolving LLM Agents
2026
Cited
0
Co-authors
5 total
Zhenkun Wang（王振坤）
Zhenkun Wang（王振坤）
Southern University of Science and Technology (SUSTech)
Shunyu Yao
Shunyu Yao
City University of Hong Kong
Bryan Hooi
Bryan Hooi
National University of Singapore
Ke Tang
Ke Tang
Professor, Southern University of Science and Technology
Wee Sun Lee
Wee Sun Lee
Professor, Department of Computer Science, National University of Singapore