Anastasios Kyrillidis
Scholar

Anastasios Kyrillidis

Google Scholar ID: TEGzkZMAAAAJ
Noah Harding CS Associate Professor, Ken Kennedy Institute Fellow, Dean Fellow, Rice University
OptimizationNonconvex optimizationAI AgentsContinual LearningMixture of experts
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,403
 
H-index
24
 
i10-index
50
 
Publications
20
 
Co-authors
163
list available
Contact
GitHubOpen ↗
Publications
18 items
Exploiting Low-Rank Structure in Max-K-Cut Problems
2026
Cited
0
Convergence Analysis of Two-Layer Neural Networks under Gaussian Input Masking
2026
Cited
0
GHOST: Unmasking Phantom States in Mamba2 via Grouped Hidden-state Output-aware Selection&Truncation
2026
Cited
0
On The Finetuning of MLIPs Through the Lens of Iterated Maps With BPTT
2025
Cited
0
Completion of partial structures using Patterson maps with the CrysFormer machine learning model
2025
Cited
0
TwIST: Rigging the Lottery in Transformers with Independent Subnetwork Training
2025
Cited
0
Three Birds with One Stone: Improving Performance, Convergence, and System Throughput with Nest
2025
Cited
1
Guided by the Experts: Provable Feature Learning Dynamic of Soft-Routed Mixture-of-Experts
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published papers at ICLR 2024, ICML 2024, ISIT 2024, and other top international conferences; received Amazon Research Award (ARA) and Microsoft Research Award; team member David Quiroga won the best poster award at ICRC.
Research Experience
  • Lead of OptimaLab, involved in multiple research projects.
Co-authors
163 total
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Sujay Sanghavi
Sujay Sanghavi
Professor, Electrical and Computer Engineering, University of Texas, Austin
Constantine Caramanis
Constantine Caramanis
Professor of Electrical and Computer Engineering, UT Austin
Fangshuo Liao
Fangshuo Liao
Ph.D. Student, Rice University
Co-author 7
Co-author 7
Quoc Tran-Dinh
Quoc Tran-Dinh
Department of Statistics and Operations Research, UNC