Scholar
Qihan Ren
Google Scholar ID: ybTy_DwAAAAJ
Shanghai Jiao Tong University
Explainable AI
Machine Learning
Computer Vision
Natural Language Processing
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Citations
295
H-index
9
i10-index
9
Publications
19
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0
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Publications
18 items
Mathematical Principles and Experimental Discoveries of the Emergence of Symbolic Patterns in Artificial Neural Networks
2026
Cited
0
AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security
2026
Cited
0
Attributing Emergence in Million-Agent Systems
2026
Cited
0
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability
2026
Cited
0
ATBench: A Diverse and Realistic Trajectory Benchmark for Long-Horizon Agent Safety
2026
Cited
0
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?
2026
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0
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
2026
Cited
0
The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution
2026
Cited
0
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