| 2025 | EMNLP | SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs. | Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin |
| 2024 | ACSSC | Cyberattack Aware Load Frequency Control in Power Systems. | Shahriar Rahman Fahim, Rachad Atat, Cihat Keeci, Abdulrahman Takiddin, Muhammad Ismail, Katherine R. Davis, Erchin Serpedin |
| 2023 | GLOBECOM | Performance of Deep Learning Assisted Visible Light Communications Impaired by Blockages. | Parvez Shaik, Cihat Keeci, Kamal K. Garg, Ali Boyaci, Muhammad Ismail, Erchin Serpedin |
| 2023 | ICASSP | A Graph Neural Network Multi-Task Learning-Based Approach for Detection and Localization of Cyberattacks in Smart Grids. | Abdulrahman Takiddin, Rachad Atat, Muhammad Ismail, Katherine R. Davis, Erchin Serpedin |
| 2023 | IECON | Harnessing Recurrent-Based Deep Learning Models for Time Series Photovoltaic Power Forecasting. | Mohamed Massaoudi, Mohammad AlShaikh Saleh, Maymouna Ez Eddin, Erchin Serpedin, Ali Ghrayeb, Haitham Abu-Rub |
| 2020 | ICASSP | Stochastic Geometry Planning of Electric Vehicles Charging Stations. | Rachad Atat, Muhammad Ismail, Erchin Serpedin |
| 2019 | APCC | Bias Allocation and Precoding for Tricolor Visible Light Communications with Signal-dependent Noise. | Qian Gao, Sabit Ekin, Khalid A. Qaraqe, Erchin Serpedin |
| 2018 | ICPR | Robust Fussed Lasso Model for Recurrent Copy Number Variation Detection. | Mustafa Alshawaqfeh, Ahmad Al Kawam, Erchin Serpedin |
| 2018 | ICPR | Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters. | Mahmoud Nabil, Muhammad Ismail, Mohamed Mahmoud, Mostafa Shahin, Khalid A. Qaraqe, Erchin Serpedin |
| 2018 | WCNC | Efficient detection of electricity theft cyber attacks in AMI networks. | Muhammad Ismail, Mostafa Shahin, Mostafa F. Shaaban, Erchin Serpedin, Khalid A. Qaraqe |
| 2017 | ISNCC | Optimal resource allocation for downlink OFDM-Based cognitive radio networks. | Xu Wang, Sabit Ekin, Erchin Serpedin |
| 2016 | VTC | Impact of Dynamic Planning on Uplink Service Quality in Heterogeneous Cellular Networks. | Mohamed Kashef, Muhammad Ismail, Erchin Serpedin, Khalid A. Qaraqe |
| 2016 | WCNC | Efficient selection of source devices and radio interfaces for green Ds2D communications. | Muhammad Ismail, Muhammad Zeeshan Shakir, Erchin Serpedin, Khalid A. Qaraqe |
| 2016 | WCNC | Privacy-aware power charging coordination in future smart grid. | Mohamed Mahmoud, Muhammad Ismail, Prem Akula, Kemal Akkaya, Erchin Serpedin, Khalid A. Qaraqe |
| 2016 | WCNC | Trust-based and privacy-preserving fine-grained data retrieval scheme for MSNs. | Enahoro Oriero, Khaled Rabieh, Mohamed Mahmoud, Muhammad Ismail, Erchin Serpedin, Khalid A. Qaraqe |
| 2015 | VTC | Experimental Characterization of In Vivo Wireless Communication Channels. | Ali Fatih Demir, Qammer H. Abbasi, Zekeriyya Esat Ankarali, Marwa K. Qaraqe, Erchin Serpedin, Hseyin Arslan |
| 2015 | WiMob | Optimal on-body relay placement for energy efficient in vivo communications. | Muhammad Ismail, Marwa K. Qaraqe, Qammer H. Abbasi, Erchin Serpedin |
| 2014 | GLOBECOM | A win-win cooperative downlink resource allocation for green communications in a heterogeneous wireless medium. | Muhammad Ismail, Erchin Serpedin, Khalid A. Qaraqe |
| 2014 | GLOBECOM | Spectral efficiency improvements in HetNets by exploiting device-to-device communications. | Hafiz A. Mustafa, Muhammad Zeeshan Shakir, Yusuf A. Sambo, Khalid A. Qaraqe, Muhammad Ali Imran, Erchin Serpedin |
| 2014 | GLOBECOM | A semi-distributed V2V fast charging strategy based on price control. | Miao Wang, Muhammad Ismail, Ran Zhang, Xuemin Sherman Shen, Erchin Serpedin, Khalid A. Qaraqe |
| 2014 | WCNC | Second order statistics of ultra wideband on-body diversity channels. | Qammer H. Abbasi, Marwa K. Qaraqe, Akram Alomainy, Erchin Serpedin |
| 2014 | WCNC | End-to-end downlink power consumption of heterogeneous small-cell networks based on the probabilistic traffic model. | Ali Riza Ekti, Muhammad Zeeshan Shakir, Erchin Serpedin, Khalid A. Qaraqe |
| 2014 | WCNC | On the capacity bounds of K-tier heterogeneous small-cell networks employing aggressive frequency reuse. | Yusuf A. Sambo, Muhammad Zeeshan Shakir, Khalid A. Qaraqe, Erchin Serpedin, Muhammad Ali Imran |
| 2013 | FUSION | A distributed algorithm for network-wide clock synchronization in wireless sensor networks. | Aitzaz Ahmad, Davide Zennaro, Lorenzo Vangelista, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou |
| 2013 | ICASSP | Joint node localization and time-varying clock synchronization in wireless sensor networks. | Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou |
| 2013 | ISIT | A variational perspective over an extremal entropy inequality. | Sangwoo Park, Erchin Serpedin, Marwa K. Qaraqe |
| 2013 | PIMRC | Downlink power consumption of HetNets based on the probabilistic traffic model of mobile users. | Ali Riza Ekti, Muhammad Zeeshan Shakir, Erchin Serpedin, Khalid A. Qaraqe |
| 2013 | WCNC | Performance analysis of amplify-and-forward two-way relaying with co-channel interference and channel estimation error. | Liang Yang, Khalid A. Qaraqe, Erchin Serpedin, Mohamed-Slim Alouini |
| 2012 | ACSSC | Joint distributed parameter and channel estimation in wireless sensor networks via variational inference. | Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou |
| 2012 | CIBCB | Information theoretic methods for modeling of gene regulatory networks. | Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou, Nady Mohamed, Lotfi Chouchane |
| 2012 | GLOBECOM | Joint multiuser switched diversity and adaptive modulation schemes for spectrum sharing systems. | Marwa K. Qaraqe, Mohamed M. Abdallah, Erchin Serpedin, Mohamed-Slim Alouini, Hussein M. Alnuweiri |
| 2012 | ICASSP | Time-varying clock offset estimation in two-way timing message exchange in wireless sensor networks using factor graphs. | Aitzaz Ahmad, Davide Zennaro, Erchin Serpedin, Lorenzo Vangelista |
| 2012 | ICASSP | Inferring gene regulatory networks with nonlinear models via exploiting sparsity. | Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou |
| 2012 | ISIT | On the equivalence between Stein identity and de Bruijn identity. | Sangwoo Park, Erchin Serpedin, Khalid A. Qaraqe |
| 2012 | ISIT | An information theoretic perspective over an extremal entropy inequality. | Sangwoo Park, Erchin Serpedin, Khalid A. Qaraqe |
| 2012 | PIMRC | LTE codebook capacity loss for single-cell multi-user MIMO channels. | Aitzaz Ahmad, Apostolos Papathanassiou, Erchin Serpedin, Peter J. Smith, Mansoor Shafi |
| 2011 | CISS | Joint clock offset and skew estimation for inactive nodes in Wireless Sensor Networks. | Aitzaz Ahmad, Amina Noor, Erchin Serpedin |
| 2011 | ICASSP | Reduced complexity blind deterministic frequency offset estimation in OFDM systems. | Hyoung-Goo Jeon, Kyoung-Soo Kim, Erchin Serpedin |
| 2011 | ICASSP | A robust clock synchronization algorithm for wireless sensor networks. | Jang-Sub Kim, Jaehan Lee, Erchin Serpedin, Khalid A. Qaraqe |
| 2011 | ICCCN | On the Evolution of Interference in Time for Cellular Mobile Radio Networks. | Ali Riza Ekti, Serhan Yarkan, Khalid A. Qaraqe, Erchin Serpedin |
| 2010 | ICASSP | AM-signal detection in cognitive radios using first-order cyclostationarity. | Yi Zhou, Khalid A. Qaraqe, Erchin Serpedin, Octavia A. Dobre |
| 2010 | ICPR | On Clock Offset Estimation in Wireless Sensor Networks with Weibull Distributed Network Delays. | Aitzaz Ahmad, Amina Noor, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou |
| 2009 | GLOBECOM | Achievable Capacity of a Spectrum Sharing System over Hyper Fading Channels. | Sabit Ekin, Ferkan Yilmaz, Hasari Celebi, Khalid A. Qaraqe, Mohamed-Slim Alouini, Erchin Serpedin |
| 2009 | ICASSP | A new scheme for synchronization of inactive nodes in a sender-receiver protocol. | Qasim M. Chaudhari, Erchin Serpedin |
| 2009 | WCNC | On performance bounds for timing estimation under fading channels. | Xiao Li, Yik-Chung Wu, Erchin Serpedin |
| 2008 | AICCSA | Estimation of clock parameters and performance benchmarks for synchronization in Wireless Sensor Networks. | Qasim M. Chaudhari, Erchin Serpedin |
| 2008 | ICASSP | Maximum Likelihood Estimation of clock parameters for synchronization of wireless sensor networks. | Qasim M. Chaudhari, Erchin Serpedin |
| 2008 | ICASSP | Identifying drosophila cell-cycle regulated genes from irregular microarray data. | Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty |
| 2007 | ICASSP | Reconstruction of Genetic Regulatory Networks Based on the Posterior Probabilities of Gene Regulations. | Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty |
| 2007 | WoWMoM | A Simple Algorithm for Clock Synchronization in Wireless Sensor Networks. | Qasim M. Chaudhari, Erchin Serpedin |
| 2007 | WoWMoM | Pairwise Broadcast Clock Synchronization for Wireless Sensor Networks. | Kyoung-Lae Noh, Erchin Serpedin |
| 2006 | GLOBECOM | Analysis of Clock Offset and Skew Estimation in Timing-sync Protocol for Sensor Networks. | Kyoung-Lae Noh, Qasim M. Chaudhari, Erchin Serpedin, Bruce W. Suter |
| 2005 | ICASSP | Unified analysis of a class of blind feedforward symbol timing estimators employing second-order statistics. | Yik-Chung Wu, Erchin Serpedin |
| 2004 | GLOBECOM | Training sequences design for symbol timing estimation in MIMO correlated fading channels. | Yik-Chung Wu, Erchin Serpedin |
| 2004 | ICASSP | Decision-directed fine synchronization for coded OFDM systems. | Kai Shi, Erchin Serpedin, Philippe Ciblat |
| 2004 | ICASSP | Data-aided maximum likelihood symbol timing estimation in MIMO correlated fading channels. | Yik-Chung Wu, Erchin Serpedin |
| 2004 | WCNC | Symbol-timing synchronization in space-time coding systems using orthogonal training sequences. | Yik-Chung Wu, S. C. Chan, Erchin Serpedin |
| 2002 | ICASSP | Optimal blind carrier synchronization for M-PSK burst transmissions. | Yan Wang, Erchin Serpedin, Philippe Ciblat |
| 2001 | GLOBECOM | Non-data aided feedforward cyclostationary statistics based carrier frequency offset estimators for linear modulations. | Yan Wang, Erchin Serpedin, Philippe Ciblat, Philippe Loubaton |
| 2001 | ICASSP | Performance analysis of blind carrier frequency offset and symbol timing delay estimators in flat-fading channels. | Yan Wang, Erchin Serpedin, Philippe Ciblat, Philippe Loubaton |
| 2000 | ICASSP | Performance of non-data aided carrier offset estimation for non-circular transmissions through frequency-selective channels. | Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis |
| 1999 | ICASSP | Non-data aided joint estimation of carrier frequency offset and channel using periodic modulation precoders: performance analysis. | Erchin Serpedin, Antoine Chevreuil, Georgios B. Giannakis, Philippe Loubaton |
| 1998 | ICASSP | Performance analysis of blind channel estimators based on non-redundant periodic modulation precoders. | Antoine Chevreuil, Erchin Serpedin, Philippe Loubaton, Georgios B. Giannakis |