Changmeng Zheng
Scholar

Changmeng Zheng

Google Scholar ID: iTpPTwIAAAAJ
Research Assistant Professor, The Hong Kong Polytechnic University
Natural Language ProcessingSocial Media Text MiningMultimodal Data Analysis
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Citations & Impact
All-time
Citations
991
 
H-index
12
 
i10-index
13
 
Publications
20
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
8 items
Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning
2026
Cited
0
Do LLMs Truly Generalize in the Molecular Domain? A Perturbation-Based Analysis
2026
Cited
0
Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning
2026
Cited
0
MolViBench: Evaluating LLMs on Molecular Vibe Coding
2026
Cited
0
Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing
2025
Cited
0
Multi-agent Undercover Gaming: Hallucination Removal via Counterfactual Test for Multimodal Reasoning
2025
Cited
0
Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
2025
Cited
0
Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning
2025
Cited
0
Resume (English only)
Co-authors
8 total
Yi Cai
Yi Cai
South China University of Technology
Tao Wang
Tao Wang
Department of Biostatistics & Health Informatics, King's College London
Ho-fung Leung
Ho-fung Leung
Independent Researcher
Xiao-Yong Wei
Xiao-Yong Wei
Sichuan University, China
Haoran Xie
Haoran Xie
Professor & Person-in-Charge, Director, Associate Dean, Lingnan University, Hong Kong
Tat-Seng Chua
Tat-Seng Chua
National University of Singapore
Raymond Chi-Wing Wong
Raymond Chi-Wing Wong
The Hong Kong University of Science and Technology
Qing Li
Qing Li
Chair Professor (Data Science), the Hong Kong Polytechnic University