Jiyan Yang
9 papers · 2013–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (12)
🏃
Academic Marathon
(12)
🐝
Cross-Pollinator
(13)
🧬
Topic Evolution
🗃️
Keyword Collector
(52)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
ICML (2)
JMLR (2)
NIPS (2)
AAAI (1)
ACL (1)
CVPR (1)
Top co-authors
Keywords
convex optimization
(3)
kernel methods
(2)
quasi-monte carlo
(2)
kernel approximation
(2)
feature map
(2)
shift-invariant kernel
(2)
low-discrepancy sequence
(2)
computational efficiency
(1)
sparse regression
(1)
distributed computing
(1)
l1 regularization
(1)
large-scale learning
(1)
quantile regression
(1)
linear programming
(1)
early exit
(1)
distributed learning
(1)
non-uniform sampling
(1)
communication efficiency
(1)
multi-objective optimization
(1)
importance sampling
(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 $\ell_p$ Regression with Randomized Preconditioning
JMLR 2018
Feature-distributed sparse regression: a screen-and-clean approach
NIPS 2016
Sub-sampled Newton Methods with Non-uniform Sampling
NIPS 2016
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
JMLR 2016
Random Laplace Feature Maps for Semigroup Kernels on Histograms
CVPR 2014
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
ICML 2014
Quantile Regression for Large-scale Applications
ICML 2013