Haiyang Huang

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (2) JMLR (1)

Top co-authors

Cynthia Rudin (3) Yingfan Wang (3) Liu Ke (1) Anna Sun (1) Carole-Jean Wu (1) Yiyang Sun (1) Kun Hu (1) Yaron Shaposhnik (1) Zhiyong Wang (1) Benjamin Lee (1)

Research topics

Machine Learning (5) Core Methods (5) Deep Learning (2) Mathematics & Optimization (2) Architectures (2) Mathematics (2) Computer Vision (1) Data Science & Analytics (1) Analysis (1) Application Areas (1) Generation (1) Learning Types (1) Methods (1) Optimization & Theory (1) Processing (1)

Keywords

data visualization (2) dimension reduction (2) local structure (2) neural network (2) machine translation (1) language modeling (1) efficient inference (1) feature representation (1) mixture of expert (1) throughput optimization (1) inference optimization (1) dynamic gating (1) expert load balancing (1) model deployment (1) 3d shape reconstruction (1) graph-based method (1) hard negative mining (1) non-parametric method (1) point cloud completion (1) local structure preservation (1)

Papers

DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization AAAI 2025 Dimension Reduction with Locally Adjusted Graphs AAAI 2025 Navigating the Effect of Parametrization for Dimensionality Reduction NeurIPS 2024 Toward Efficient Inference for Mixture of Experts NeurIPS 2024 Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization JMLR 2021