Kublai Khan does not necessarily believe everything Marco Polo says when he describes the cities visited on his expeditions, but the emperor of the Tartars does continue listening to the young Venetian with greater attention and curiosity than he shows any other messenger or explorer of his.

–— Italo Calvino, “Invisible Cities” (1972)

Publication Statistics

Paper Type # Papers Links\(^*\)
Conference (Oral/Spotlight/Long Presentation) 2 1 2
Conference (Others) 5 1
Journal 3 1
Total 10  

\(^*\): Links to representative papers that I first-authored.

Journal Papers

  1. Homomorphic Sensing of Subspace Arrangements (arXiv)
    Applied and Computational Harmonic Analysis, 2021
    Liangzu Peng, Manolis C. Tsakiris
  2. Linear Regression Without Correspondences via Concave Minimization (arXiv)
    IEEE Signal Processing Letters, 2020
    Liangzu Peng, Manolis C. Tsakiris
  3. An Algebraic-Geometric Approach to Linear Regression Without Correspondences (arXiv)
    IEEE Transactions on Information Theory, 2020
    Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

Conference Papers

  1. Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not (arXiv)
    ECCV 2022
    Liangzu Peng, Mahyar Fazlyab, René Vidal
    Oral Presentation (158/5803≈2.7% acceptance rate)
  2. ARCS: Accurate Rotation and Correspondences Search (arXiv)
    CVPR 2022
    Liangzu Peng, Manolis C. Tsakiris, René Vidal
    Oral Presentation (342/8161≈4.2% acceptance rate)
  3. Unlabeled Principal Component Analysis (arXiv)
    NeurIPS 2021
    Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
  4. Homomorphic Sensing: Sparsity and Noise (pdf)
    ICML 2021
    Liangzu Peng, Boshi Wang, Manolis C. Tsakiris
  5. Unsigned Matrix Competion
    ISIT 2021
    Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
  6. Homomorphic Sensing (pdf, code)
    ICML 2019
    Manolis C. Tsakiris, Liangzu Peng
  7. Algebraically-Initialized Expectation Maximization for Header-free Communication (pdf)
    ICASSP 2019
    Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi


I have been lucky to co-author papers with:

Researchers Since # Papers
René Vidal 2021 3
Christian Kuemmerle 2022 1
Mahyar Fazlyab 2022 1
Manolis C. Tsakiris 2018 9
Yunzhen Yao 2020 2
Boshi Wang 2019 1
Laurent Kneip 2018 2
Yuanming Shi 2019 2
Hayoung Choi 2018 2
Aldo Conca 2018 1