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Cheng Tan — most-cited papers & profile · Multimodal
← authors
·
overview
Cheng Tan
17
papers ·
65
citations ·
17
h-index
ShangHai JiAi Genetics & IVF Institute · Shanghai Artificial Intelligence Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction
2021 · 13 citations
General Point Model With Autoencoding And Autoregressive
2023 · 11 citations
FoldToken: Learning Protein Language via Vector Quantization and Beyond
2024 · 5 citations
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting
2024 · 4 citations
Magentic-ui: Towards Human-in-the-loop Agentic Systems
2025 · 1 citations
Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning
2025
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents
2025
Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
2025
Toward Principled LLM Safety Testing: Solving the Jailbreak Oracle Problem
2025
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025
A Sharded Blockchain-Based Secure Federated Learning Framework for LEO Satellite Networks
2024
Topics
cs.AI
Protein Science
Self-Supervised & Contrastive
GNN Architectures
Code
Model Architecture
Training Techniques
Fine-Tuning
Multi-Agent
Safety