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Author

Mengchen Fan

Observed name: Fan, Mengchen
OpenAlex ID: A5111128752
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching
2024 · Mengchen Fan, Baocheng Geng, et al. · International Conference on Information Fusion (FUSION) · 10
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Distributed Collaborative Learning with Representative Knowledge Sharing
2025 · Joseph Casey, Qianjiao Chen, et al. · Mathematics · 5
A unified DNN weight compression framework using reweighted optimization methods
2025 · Mengchen Fan, Tianyun Zhang, et al. · Intelligent Systems with Applications · 1
When Evidence Vanishes: Distilling Visual-Evidence Dependency in Medical Vision-Language Models
2026 · Lan, Qizhen, Ma, Yiling, et al. · arXiv (Cornell University)
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MedSTP: Preserving Subspace and Transition Evidence for Medical VQA Token Pruning
2026 · Fan, Mengchen, Lan, Qizhen, et al. · arXiv (Cornell University)
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BrainTRACE: Tracing Longitudinal, Multimodal, and Volumetric Evidence in Brain MRI Clinical Reasoning
2026 · Lan, Qizhen, Fan, Mengchen, et al. · arXiv (Cornell University)
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Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation
2026 · Mengchen Fan, Baocheng Geng, et al. · Lecture notes in computer science
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CRAD: Class-wise Reliability-Aware Distillation for Decentralized Heterogeneous Federated Learning
2026 · Bilbeisi, Baraa, Fan, Mengchen, et al. · arXiv (Cornell University)
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Trust Is Not Enough: Influence Calibration for On-Policy Self-Distillation in Agentic RL
2026 · Lan, Qizhen, Xiao, Xi, et al. · arXiv (Cornell University)
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On Optimal Modality Compression for Bandwidth Constrained Multimodal Fusion
2026 · Mengchen Fan, Fei Zhao, et al. · IEEE International Conference on Information Reuse and Integration (IRI)
Measuring Heterogeneity in Machine Learning with Distributed Energy Distance
2025 · Fan, Mengchen, Geng, Baocheng, et al. · arXiv (Cornell University)
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Works count: 11
Citation count: 16
H-index: 2
I10-index: 1
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