| 2023 | ICASSP | A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorization. | Gokcan Tatli, Alper T. Erdogan |
| 2022 | ICASSP | On Identifiable Polytope Characterization for Polytopic Matrix Factorization. | Bariscan Bozkurt, Alper T. Erdogan |
| 2022 | ICASSP | An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources. | Alper T. Erdogan |
| 2021 | ICASSP | Generalized Polytopic Matrix Factorization. | Gokcan Tatli, Alper T. Erdogan |
| 2020 | ICASSP | Blind Bounded Source Separation Using Neural Networks with Local Learning Rules. | Alper T. Erdogan, Cengiz Pehlevan |
| 2019 | ACSSC | Online Bounded Component Analysis: A Simple Recurrent Neural Network with Local Update Rule for Unsupervised Separation of Dependent and Independent Sources. | Berfin Simsek, Alper T. Erdogan |
| 2019 | ACSSC | Channel Estimation for Massive MIMO: A Semiblind Algorithm Exploiting QAM Structure. | Baki Berkay Yilmaz, Alper T. Erdogan |
| 2018 | ICASSP | Sparse Bounded Component Analysis for Convolutive Mixtures. | Eren Babatas, Alper T. Erdogan |
| 2016 | ICASSP | Compressed training adaptive equalization. | Baki Berkay Yilmaz, Alper T. Erdogan |
| 2014 | ACSSC | An extended family of bounded component analysis algorithms. | Huseyin A. Inan, Alper T. Erdogan |
| 2013 | ICASSP | A Bounded Component Analysis approach for the separation of convolutive mixtures of dependent and independent sources. | Huseyin A. Inan, Alper T. Erdogan |
| 2012 | ICASSP | A family of Bounded Component Analysis algorithms. | Alper T. Erdogan |
| 2009 | ICASSP | Comparison of convex combination and affine combination of adaptive filters. | Alper T. Erdogan, Suleyman Serdar Kozat, Andrew C. Singer |
| 2008 | ICASSP | On the convergence of ICA algorithms with symmetric orthogonalization. | Alper T. Erdogan |
| 2006 | ICASSP | An Adaptive Paraunitary Approach for Blind Equalization of All equalizable MIMO Channels. | Alper T. Erdogan |
| 2005 | ICASSP | A blind separation approach for magnitude bounded sources. | Alper T. Erdogan |
| 2004 | ICASSP | A subgradient algorithm for low complexity DMT PAR minimization. | Alper T. Erdogan |
| 2004 | ICASSP | Fast blind equalization method based on subgradient projections. | Can Kizilkale, Alper T. Erdogan |
| 2003 | ICASSP | Efficient implementation of echo canceller for applications with asymmetric rates. | Alper T. Erdogan, Bijit Halder, Tzu-Hsien Sang, Ahmet Karakas |
| 2000 | ICASSP | FIR H∞ equalization. | Alper T. Erdogan, Babak Hassibi, Thomas Kailath |
| 1998 | ICASSP | H | Alper T. Erdogan, Babak Hassibi, Thomas Kailath |