conftrace_

Mingzhen He

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)

Conferences

NIPS (2) ICLR (1) ICML (1)

Top co-authors

Xiaolin Huang (4) Ruikai Yang (3) Hanling Tian (2) jie Yang (1) Kexin Lv (1) Kun Fang (1) FAN He (1) Youmei Qiu (1) Zhehao Huang (1) Zhengbao He (1)

Keywords

principal component analysis (1) dimension reduction (1) kernel pca (1) reconstruction error (1) directed graph (1) non-linear mapping (1) out-of-distribution detection (1) diffusion map (1) nonlinear dimension reduction (1) asymmetric kernel (1) magnetic transform (1)

Papers

Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks ICLR 2025 Primphormer: Efficient Graph Transformers with Primal Representations ICML 2025 Kernel PCA for Out-of-Distribution Detection NIPS 2024 Diffusion Representation for Asymmetric Kernels via Magnetic Transform NIPS 2023