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Jiyan Yang

9 papers · 2013–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+4 more ↓ 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (55) πŸ“ˆ Trend Setter

Venues

ICML (2) JMLR (2) NeurIPS (2) AAAI (1) ACL (1) CVPR (1)

Top co-authors

Michael W. Mahoney (5) Vikas Sindhwani (3) Haim Avron (3) Wen-Yen Chen (2) Michael Mahoney (2) Christopher Re (2) Piyush Chawla (1) Yin-Lam Chow (1) Yuekai Sun (1) Zaifu Zhan (1)

Research topics

Machine Learning (9) Mathematics & Optimization (8) Optimization (8) Optimization & Theory Β· Machine Learning (6) Core Methods (5) Deep Learning (3) Mathematics (3) Optimization & Theory Β· Deep Learning (3) Artificial Intelligence (1) Application Areas (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

convex optimization (3) kernel methods (2) shift-invariant kernel (2) feature map (2) quasi-monte carlo (2) kernel approximation (2) low-discrepancy sequence (2) distributed computing (1) l1 regularization (1) computational complexity (1) early exit (1) sparse regression (1) large-scale learning (1) quantile regression (1) importance sampling (1) distributed learning (1) communication efficiency (1) linear regression (1) non-uniform sampling (1) high-dimensional regression (1)

Papers

Multi-Objective Bilevel Learning AAAI 2026 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 Weighted SGD for β„“_p Regression with Randomized Preconditioning JMLR 2018 Feature-distributed sparse regression: a screen-and-clean approach NeurIPS 2016 Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016 Sub-sampled Newton Methods with Non-uniform Sampling NeurIPS 2016 Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014 Random Laplace Feature Maps for Semigroup Kernels on Histograms CVPR 2014 Quantile Regression for Large-scale Applications ICML 2013