Scholar
Kun Yuan
Google Scholar ID: aMnHLz4AAAAJ
Center for Machine Learning Research, Peking University
distributed signal processing
large-scale optimization
machine learning
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Citations & Impact
All-time
Citations
3,590
H-index
30
i10-index
47
Publications
20
Co-authors
13
list available
Publications
23 items
ProofLoom: Proof-Obligation-Driven Theory Construction for Autoformalizing Research-Level Stochastic Optimization
2026
Cited
0
QuantForge: Discovering Residual Decompositions for MXFP4 Post-Training Quantization
2026
Cited
0
SOLAR: A State-Driven Online Learning Rate Scheduler for LLM Pretraining
2026
Cited
0
SparkDiffusion: Mitigating the High-Sparsity Trap --- A Unified Framework for up to $265\times$ Single-GPU Acceleration of Visual Generation
2026
Cited
0
TierKV: Long-Context On-Device LLMs via Predictive Multi-Tier KV Caching
2026
Cited
0
CrossDistill: Balancing Quality and Diversity via Trajectory-Level Hybrid Few-Step Distillation
2026
Cited
0
RoLA: Rotary-Positioned Low-Rank Linear Attention for Efficient Diffusion Transformers
2026
Cited
0
CED-EF: Compressed Exact Diffusion with Error Feedback for Multi-Agent Learning
2026
Cited
0
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Co-authors
9 total
Ali H Sayed
Dean of Engineering, EPFL, Switzerland
Wotao Yin
DAMO Academy, Alibaba Group US
Qing Ling
School of Computer Science and Engineering, Sun Yat-Sen University
Sulaiman A. Alghunaim
Kuwait University
Stefan Vlaski
Imperial College London
Ernest K. Ryu
University of California, Los Angeles
Yuantao Gu
Department of Electronic Engineering, Tsinghua University
Zhi Tian
Professor of Electrical and Computer Engineering, George Mason University
