Scholar
Xinyuan Song
Google Scholar ID: Dr3wCh4AAAAJ
Emory University
Statistics
machine learning
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Citations & Impact
All-time
Citations
446
H-index
9
i10-index
9
Publications
20
Co-authors
0
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Publications
18 items
ManifoldFlow: SPD-Relaxed Stiefel Layers with Learnable Singular Spectrum
2026
Cited
0
Measuring Harness-Induced Belief Divergence in Multi-Step LLM Agents
2026
Cited
0
Learning to Control LLM Agent Harnesses with Offline Reinforcement Learning
2026
Cited
0
Repair the Amplifier, Not the Symptom: Stable World-Model Correction for Agent Rollouts
2026
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0
Ask the World Before Acting: Budgeted Environment Probing for World-Model Calibration
2026
Cited
0
World-Model Collapse as a Phase Transition
2026
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0
AlgoBench: Benchmarking Algorithmic Adaptation in Code Generation
2026
Cited
0
AlgoSkill: Learning to Design Algorithms by Scheduling Human-Like Skills
2026
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0
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