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Xinnan Dai

CellPLM: Pre-training of Cell Language Model Beyond Single Cells
2023 · Hongzhi Wen, Wenzhuo Tang, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 76
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AI-powered omics-based drug pair discovery for pyroptosis therapy targeting triple-negative breast cancer
2024 · Boshu Ouyang, Caihua Shan, et al. · Nature Communications · 56
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Ensemble learning models that predict surface protein abundance from single-cell multimodal omics data
2020 · Fan Xu, Shike Wang, et al. · Methods · 27
Cell‐to‐cell and type‐to‐type heterogeneity of signaling networks: insights from the crowd
2021 · Attila Gabor, Marco Tognetti, et al. · Molecular Systems Biology · 17
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PIKE-R2P: Protein–protein interaction network-based knowledge embedding with graph neural network for single-cell RNA to protein prediction
2021 · Xinnan Dai, Fan Xu, et al. · BMC Bioinformatics · 16
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S patial CTD: A Large-Scale Tumor Microenvironment Spatial Transcriptomic Dataset to Evaluate Cell Type Deconvolution for Immuno-Oncology
2024 · Jiayuan Ding, Lingxiao Li, et al. · Journal of Computational Biology · 9
A General Single-Cell Analysis Framework via Conditional Diffusion Generative Models
2023 · Wenzhuo Tang, Renming Liu, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 8
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Opera-oriented character relations extraction for role interaction and behaviour Understanding: a deep learning approach
2019 · Xinnan Dai, Xujian Zhao, et al. · Behaviour and Information Technology · 3
OperaMiner: Extracting Character Relations from Opera Scripts Using Deep Neural Networks
2019 · Xujian Zhao, Xinnan Dai, et al. · Lecture notes in computer science · 3
Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
2026 · Yuxiang Wang, Xinnan Dai, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
2024 · Dai, Xinnan, Qu, Haohao, et al. · arXiv (Cornell University) · 1
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Topic Judgment Helps Question Similarity Prediction in Medical FAQ Dialogue Systems
2019 · Lin Zhu, Xinnan Dai, et al. · IEEE ... International Conference on Data Mining workshops · 1
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
2026 · Zeng, Shenglai, Zheng, Tianqi, et al. · arXiv (Cornell University)
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PhysUniBench: A Multi-Modal Physics Reasoning Benchmark at Undergraduate Level
2025 · Wang, Lintao, Su, Encheng, et al. · arXiv (Cornell University)
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Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
2024 · Dai, Xinnan, Wen, Qihao, et al. · arXiv (Cornell University)
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Biological Factor Regulatory Neural Network
2023 · Dai, Xinnan, Shan, Caihua, et al. · arXiv (Cornell University)
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Works count: 16
Citation count: 218
H-index: 7
I10-index: 5
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