Shangding Gu
Scholar

Shangding Gu

Google Scholar ID: E1GCDXUAAAAJ
UC Berkeley
Artificial IntelligenceSafe Reinforcement LearningOptimizationPlanningRobotics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,406
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
21
list available
Contact
CVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
19 items
From Model Scaling to System Scaling: Scaling the Harness in Agentic AI
2026
Cited
0
Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents
2026
Cited
0
LLMs Should Express Uncertainty Explicitly
2026
Cited
0
Long Context, Less Focus: A Scaling Gap in LLMs Revealed through Privacy and Personalization
2026
Cited
0
AgenticPay: A Multi-Agent LLM Negotiation System for Buyer-Seller Transactions
2026
Cited
0
Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity
2026
Cited
0
AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond
2025
Cited
0
StyleBench: Evaluating thinking styles in Large Language Models
2025
Cited
0
Resume (English only)
Co-authors
21 total
Alois Knoll
Alois Knoll
Technische Universität München
Guang Chen
Guang Chen
Tongji University
Jun Wang
Jun Wang
Professor, Computer Science, University College London
Muning Wen
Muning Wen
Research Assistant Professor, Shanghai Jiao Tong University
Ming Jin
Ming Jin
Virginia Tech
Costas Spanos
Costas Spanos
Professor of Electrical Engineering and Computer Sciences, University of California, Berkeley
Co-author 7
Co-author 7
Jan Peters
Jan Peters
Professor for Intelligent Autonomous Systems/TU Darmstadt, Dept. Head/German AI Research Center DFKI