Pengzhou Cheng
Scholar

Pengzhou Cheng

Google Scholar ID: qxnwzDUAAAAJ
Shanghai Jiao Tong University
Cyber SecurityArtificial Intelligence SecurityLLM ReasoningAgent
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Citations & Impact
All-time
Citations
516
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
18 items
Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents
2026
Cited
0
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City
2026
Cited
0
Context-Aware Cluster Decoding: Semantic Anchor-Driven Coherence in dMLLMs
2026
Cited
0
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents
2026
Cited
0
Faithful Mobile GUI Agents with Guided Advantage Estimator
2026
Cited
0
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents
2026
Cited
0
Say One Thing, Do Another? Diagnosing Reasoning-Execution Gaps in VLM-Powered Mobile-Use Agents
2025
Cited
0
Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations
2025
Cited
0
Resume (English only)
Co-authors
12 total
Zongru Wu
Zongru Wu
Shanghai Jiao Tong University
Zhuosheng Zhang
Zhuosheng Zhang
Assistant Professor at Shanghai Jiao Tong University
Co-author 3
Co-author 3
Tianjie Ju
Tianjie Ju
Shanghai Jiao Tong University
Zheng Wu
Zheng Wu
Shanghai Jiao Tong University
Haodong Zhao
Haodong Zhao
Shanghai Jiao Tong University
Fengwei Zhang
Fengwei Zhang
Associate Professor, Southern University of Science and Technology
Yidong Ding
Yidong Ding
Shanghai Jiao Tong University