Huikang Liu
Scholar

Huikang Liu

Google Scholar ID: 2bNnCB0AAAAJ
Associate professor, Shanghai Jiao Tong University
continuous optimizationmachine learningsignal processing
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Citations & Impact
All-time
Citations
561
 
H-index
14
 
i10-index
16
 
Publications
20
 
Co-authors
50
list available
Contact
No contact links provided.
Publications
6 items
GPU-Accelerated Conic Quadratic Programming with Local Linear Convergence under Strict Complementarity
2026
Cited
0
A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs
2026
Cited
0
Mind the Gap: Mixtures of Gaussians in Approximate Differential Privacy
2026
Cited
0
D-PDLP: Scaling PDLP to Distributed Multi-GPU Systems
2026
Cited
0
OptPipe: Memory- and Scheduling-Optimized Pipeline Parallelism for LLM Training
2025
Cited
0
A Global Geometric Analysis of Maximal Coding Rate Reduction
International Conference on Machine Learning · 2024
Cited
10
Resume (English only)
Co-authors
50 total
Anthony Man-Cho So
Anthony Man-Cho So
Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong
PENG WANG
PENG WANG
University of Macau | University of Michigan | CUHK
Man-Chung Yue
Man-Chung Yue
Assistant Professor, The University of Hong Kong
Jiaojiao Zhang
Jiaojiao Zhang
Great Bay University
Qing Ling
Qing Ling
School of Computer Science and Engineering, Sun Yat-Sen University
Yinyu Ye
Yinyu Ye
Professor of Emeritus, Stanford University and Visiting Professor of SJTU, CUHKSZ and HKUST
Laura Balzano
Laura Balzano
University of Michigan, Ann Arbor
Qing Qu
Qing Qu
Assistant Professor, Dept. of EECS, University of Michigan