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Wei Cheng — most-cited papers & profile · Robotics
← authors
·
overview
Wei Cheng
36
papers ·
251
citations ·
25
h-index
Shanghai Ship and Shipping Research Institute · NEC (United States) · Beijing Meteorological Bureau · Shanghai Center for Brain Science and Brain-Inspired Technology · Zhejiang University of Technology
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Most-cited papers
Parameterized Explainer for Graph Neural Network
2020 · 212 citations
Learning to Drop: Robust Graph Neural Network via Topological Denoising
2020 · 15 citations
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
2025 · 7 citations
Personalized Federated Learning under Mixture of Distributions
2023 · 6 citations
Target Transfer Q-Learning and Its Convergence Analysis
2018 · 4 citations
DyExplainer: Explainable Dynamic Graph Neural Networks
2023 · 4 citations
Learning Robust Representations with Graph Denoising Policy Network
2019 · 1 citations
Learning Robust Representations with Graph Denoising Policy Network
2019 · 1 citations
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes
2020 · 1 citations
Coupled Hierarchical Search over Topology and Execution for Agentic Workflow Synthesis
2026
Coupled Hierarchical Search over Topology and Execution for Agentic Workflow Synthesis
2026
A Self-Evolving Agent for Longitudinal Personal Health Management
2026
DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL
2026
FinAbstain: Uncertainty-Calibrated Multimodal RAG for Selective Financial Forecasting
2026
A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Doubao 1.8, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
2026
Top co-authors
Chen Zhao
· 1
Dong Li
· 1
Haifeng Chen
· 1
Xintao Wu
· 1
Xujiang Zhao
· 1
Yanchi Liu
· 1
Zhengzhang Chen
· 1
Topics
Evaluation
Model Architecture
Training Techniques
Efficiency
GNN Architectures
RAG
In-Context Learning
Fine-Tuning
Vision-Language
Code