| 2026 | WCNC | On the Theory of Semantic Information and Communication for Logical Inference. | Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri |
| 2025 | ACL | Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model. | Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri |
| 2025 | GLOBECOM | SemTexIB: Semantic Text Communication with Information Bottleneck: Integrating Rate and Semantic Similarity into Training Objectives. | Abdulrahman Alamoudi, Ahmet Faruk Saz, Yashas Malur Saidutta, Faramarz Fekri |
| 2025 | GLOBECOM | Analysis of Semantic Communication for Logic-based Hypothesis Deduction. | Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri |
| 2025 | ICASSP | LLM-Augmented Symbolic RL with Landmark-Based Task Decomposition. | Alireza Kheirandish, Duo Xu, Faramarz Fekri |
| 2025 | WCNC | Lossy Semantic Communication for the Logical Deduction of the State of the World. | Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri |
| 2024 | AAAI | TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning. | Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri |
| 2024 | ACL | Large Language Models Can Learn Temporal Reasoning. | Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri |
| 2024 | ACL | Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation. | Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri |
| 2024 | EMNLP | Can LLMs Reason in the Wild with Programs? | Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri |
| 2024 | GLOBECOM | Distributed Functional Compression for Independent Component Analysis in Wireless Networks. | A. Alamoudi, Yashas Malur Saidutta, Faramarz Fekri |
| 2024 | IJCAI | Temporal Inductive Logic Reasoning over Hypergraphs. | Yuan Yang, Siheng Xiong, Ali Payani, James Clayton Kerce, Faramarz Fekri |
| 2023 | AAAI | Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning. | Afshin Abdi, Saeed Rashidi, Faramarz Fekri, Tushar Krishna |
| 2023 | AISTATS | NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning. | Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Htter |
| 2023 | ICLR | TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs. | Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce |
| 2023 | ICLR | LogicDP: Creating Labels for Graph Data via Inductive Logic Programming. | Yuan Yang, Faramarz Fekri, James Clayton Kerce, Ali Payani |
| 2023 | ISNCC | Automatic First Arrival Picking for Seismic Data using Kalman Filter. | Muhammad Esmat, Bo Liu, Ali Al-Shaikhi, Sherif M. Hanafy, Mohamed A. Mohandes, Faramarz Fekri |
| 2022 | AAAI | LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning. | Yuan Yang, James Clayton Kerce, Faramarz Fekri |
| 2022 | GLOBECOM | Mining and Predicting Users Clickstream Patterns from Noisy Interleaving Clicks. | Abdulrahman Alamoudi, Faramarz Fekri, Mohamed A. Mohandes, Bo Liu |
| 2022 | ICASSP | Improving Actor-Critic Reinforcement Learning Via Hamiltonian Monte Carlo Method. | Duo Xu, Faramarz Fekri |
| 2022 | IJCNN | Integrating Symbolic Planning and Reinforcement Learning for Following Temporal Logic Specifications. | Duo Xu, Faramarz Fekri |
| 2022 | ITW | A Machine Learning Framework for Privacy-Aware Distributed Functional Compression over AWGN Channels. | Yashas Malur Saidutta, Faramarz Fekri, Afshin Abdi |
| 2021 | ICMLA | Visual Question Answering based on Formal Logic. | Muralikrishnna G. Sethuraman, Ali Payani, Faramarz Fekri, J. Clayton Kerce |
| 2021 | ISIT | Analog Joint Source-Channel Coding for Distributed Functional Compression using Deep Neural Networks. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |
| 2021 | ITW | A General Framework for the Design of Compressive Sensing using Density Evolution. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2021 | WCNC | Predicting Mobile Users Traffic and Access-Time Behavior Using Recurrent Neural Networks. | Abdulrahman Alamoudi, Mingliu Liu, Ali Payani, Faramarz Fekri, Deshi Li |
| 2020 | AAAI | Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning. | Afshin Abdi, Faramarz Fekri |
| 2020 | AAAI | Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning. | Afshin Abdi, Faramarz Fekri |
| 2019 | DCC | M to 1 Joint Source-Channel Coding of Gaussian Sources via Dichotomy of the Input Space Based on Deep Learning. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |
| 2019 | ICASSP | Analysis of Sparse-integer Measurement Matrices in Compressive Sensing. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2019 | ISIT | Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |
| 2019 | ISIT | Compressive Sensing with a Multiple Convex Sets Domain. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2018 | ITW | Sparse Recovery of Sign Vectors under Uncertain Sensing Matrices. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2017 | DCC | Seismic Data Compression Using Online Double-Sparse Dictionary Learning Schemes. | Entao Liu, Ali Payani, Faramarz Fekri |
| 2017 | ICASSP | Mixture source identification in non-stationary data streams with applications in compression. | Afshin Abdi, Faramarz Fekri |
| 2017 | ICASSP | Learning dictionary for efficient signal compression. | Afshin Abdi, Ali Payani, Faramarz Fekri |
| 2017 | ISIT | Optimal sensor selection in the presence of noise and interference. | Afshin Abdi, Faramarz Fekri |
| 2017 | ITW | Computing framework in biological cells via stochastic methods. | Afshin Abdi, Arash Einolghozati, Faramarz Fekri |
| 2017 | ITW | Recovery of sign vectors in quadratic compressed sensing. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2017 | ITW | Compressive sensing with energy constraint. | Hang Zhang, Afshin Abdi, Faramarz Fekri |
| 2015 | GLOBECOM | Leveraging Online Social Relationships for Predicting User Trustworthiness. | Jun Zou, Faramarz Fekri |
| 2015 | ISIT | On the capacity of level and type modulations in Molecular communication with ligand receptors. | Gholamali Aminian, Mahtab Mirmohseni, Masoumeh Nasiri-Kenari, Faramarz Fekri |
| 2015 | ISIT | Rate-distortion in molecular signal sensing with ligand receptors. | Arash Einolghozati, Faramarz Fekri |
| 2015 | ITW | Source identification and compression of mixture data from finite observations. | Afshin Abdi, Faramarz Fekri |
| 2015 | ITW | On the capacity achieving probability measures for molecular receivers. | Mehrdad Tahmasbi, Faramarz Fekri |
| 2014 | ICASSP | A memory-assisted lossless compression algorithm for medical images. | Zhinoos Razavi Hesabi, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri, Mohamed A. Deriche, Antonio Navarro |
| 2014 | ISIT | Mismatched side information in wireless network compression via overhearing helpers. | Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2014 | ITW | Fundamental limits of universal lossless one-to-one compression of parametric sources. | Ahmad Beirami, Faramarz Fekri |
| 2014 | RecSys | Exploiting Popularity and Similarity for Link Recommendation in Twitter Networks. | Jun Zou, Faramarz Fekri |
| 2013 | CIKM | A belief propagation approach for detecting shilling attacks in collaborative filtering. | Jun Zou, Faramarz Fekri |
| 2013 | GLOBECOM | Delay analysis of disruption tolerant networks with two-hop routing in a finite-buffer regime. | Nima Torabkhani, Faramarz Fekri |
| 2013 | INFOCOM | Content-aware network data compression using joint memorization and clustering. | Mohsen Sardari, Ahmad Beirami, Jun Zou, Faramarz Fekri |
| 2013 | ISIT | Relaying in diffusion-based molecular communication. | Arash Einolghozati, Mohsen Sardari, Faramarz Fekri |
| 2013 | ITA | Wireless network compression: Code design and trade offs. | Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2013 | ITW | Iterative similarity inference via message passing in factor graphs for Collaborative Filtering. | Jun Zou, Arash Einolghozati, Erman Ayday, Faramarz Fekri |
| 2013 | SECON | Delay analysis of bursty traffic in finite-buffer disruption-tolerant networks with two-hop routing. | Nima Torabkhani, Faramarz Fekri |
| 2012 | DCC | Memory-Assisted Universal Source Coding. | Ahmad Beirami, Faramarz Fekri |
| 2012 | INFOCOM | Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication. | Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2012 | INFOCOM | Memory-assisted universal compression of network flows. | Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2012 | ISIT | BPRS: Belief Propagation based iterative recommender system. | Erman Ayday, Arash Einolghozati, Faramarz Fekri |
| 2012 | ISIT | On lossless universal compression of distributed identical sources. | Ahmad Beirami, Faramarz Fekri |
| 2012 | ISIT | Results on the fundamental gain of memory-assisted universal source coding. | Ahmad Beirami, Mohsen Sardari, Faramarz Fekri |
| 2012 | ISIT | Collective sensing-capacity of bacteria populations. | Arash Einolghozati, Mohsen Sardari, Faramarz Fekri |
| 2012 | ISITA | Memory placement in network compression: Line and grid topologies. | Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2012 | ITW | Molecular communication between two populations of bacteria. | Arash Einolghozati, Mohsen Sardari, Faramarz Fekri |
| 2012 | SECON | BP-P2P: Belief propagation-based trust and reputation management for P2P networks. | Erman Ayday, Faramarz Fekri |
| 2011 | CISS | Consensus problem under diffusion-based molecular communication. | Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2011 | DCC | The Redundancy of Two-Part Codes for Finite-Length Parametric Sources. | Ahmad Beirami, Faramarz Fekri |
| 2011 | GLOBECOM | Robust Reputation Management Using Probabilistic Message Passing. | Erman Ayday, Faramarz Fekri |
| 2011 | ISIT | Application of belief propagation to trust and reputation management. | Erman Ayday, Faramarz Fekri |
| 2011 | ISIT | Results on the redundancy of universal compression for finite-length sequences. | Ahmad Beirami, Faramarz Fekri |
| 2011 | ISIT | Capacity of discrete molecular diffusion channels. | Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2011 | ITA | Study of throughput and delay in finite-buffer line networks. | Badri N. Vellambi, Nima Torabkhani, Faramarz Fekri |
| 2011 | ITW | Capacity of diffusion-based molecular communication with ligand receptors. | Arash Einolghozati, Mohsen Sardari, Faramarz Fekri |
| 2011 | ITW | On the network-wide gain of memory-assisted source coding. | Mohsen Sardari, Ahmad Beirami, Faramarz Fekri |
| 2011 | ITW | Exact modeling of the performance of random linear network coding in finite-buffer networks. | Nima Torabkhani, Badri N. Vellambi, Ahmad Beirami, Faramarz Fekri |
| 2010 | ISIT | Memory allocation in distributed storage networks. | Mohsen Sardari, Ricardo Restrepo, Faramarz Fekri, Emina Soljanin |
| 2010 | ITW | Throughput and latency of acyclic erasure networks with feedback in a finite buffer regime. | Nima Torabkhani, Badri N. Vellambi, Faramarz Fekri |
| 2010 | RecSys | A belief propagation based recommender system for online services. | Erman Ayday, Faramarz Fekri |
| 2010 | WiOpt | Throughput performance of network-coded multicast in an intermittently-connected network. | Ramanan Subramanian, Faramarz Fekri |
| 2009 | ISIT | An iterative algorithm for trust and reputation management. | Erman Ayday, Hanseung Lee, Faramarz Fekri |
| 2009 | ISIT | Analysis of multiple-unicast throughput in finite-buffer Delay-Tolerant Networks. | Ramanan Subramanian, Faramarz Fekri |
| 2009 | SECON | Cooperative Network Coding and Coding-Aware Channel Assignment in Multi-Channel, Multi-Interface Wireless Networks. | Seok-Chul Kwon, Faramarz Hendessi, Faramarz Fekri |
| 2009 | SECON | Infocast: A New Paradigm for Collaborative Content Distribution from Roadside Units to Vehicular Networks. | Mohsen Sardari, Faramarz Hendessi, Faramarz Fekri |
| 2009 | WiOpt | A generalized framework for throughput analysis in sparse mobile networks. | Ramanan Subramanian, Badri N. Vellambi, Faramarz Fekri |
| 2008 | ACSSC | Session WA6a: Network information theory and security. | Faramarz Fekri |
| 2008 | ACSSC | Analysis of latency in secure wireless sensor networks with key predistribution. | Ramanan Subramanian, Kevin S. Chan, Faramarz Fekri |
| 2008 | INFOCOM | DSCM: An Energy-Efficient and Rate-Optimal Multicast Protocol for Multihop Wireless Networks Using Distributed Source Coding. | Mina Sartipi, Badri N. Vellambi, Nazanin Rahnavard, Faramarz Fekri |
| 2008 | MASS | Using node accountability in credential based routing for mobile ad-hoc networks. | Erman Ayday, Faramarz Fekri |
| 2008 | MASS | Throughput analysis of Delay Tolerant Networks with finite buffers. | Ramanan Subramanian, Faramarz Fekri |
| 2008 | SECON | AuCRB: An Efficient Mechanism to Provide Availability, Reliability and Authentication for Multihop Broadcasting in Wireless Networks. | Erman Ayday, Farshid Delgosha, Faramarz Fekri |
| 2008 | SECON | Analysis of Wireless Ad-Hoc and Sensor Networks in Finite Regime. | Hossein Pishro-Nik, Faramarz Fekri |
| 2008 | SECON | Distributed Protocols for Finding Low-Cost Broadcast and Multicast Trees in Wireless Networks. | Nazanin Rahnavard, Badri N. Vellambi, Faramarz Fekri |
| 2007 | INFOCOM | Location-Aware Security Services for Wireless Sensor Networks Using Network Coding. | Erman Ayday, Farshid Delgosha, Faramarz Fekri |
| 2007 | IWCMC | MKPS: a multivariate polynomial scheme for symmetric key-establishment in distributed sensor networks. | Farshid Delgosha, Erman Ayday, Faramarz Fekri |
| 2007 | IWCMC | Efficient broadcasting via rateless coding in multihop wireless networks with local information. | Nazanin Rahnavard, Badri N. Vellambi, Faramarz Fekri |
| 2007 | Mobisys | Reliable and efficient message delivery in delay tolerant networks using rateless codes. | Badri N. Vellambi, Ramanan Subramanian, Faramarz Fekri, Mostafa H. Ammar |
| 2007 | SECON | Efficient Broadcast Authentication for Wireless Sensor Networks. | Erman Ayday, Farshid Delgosha, Faramarz Fekri |
| 2007 | SECON | Analysis of Latency and Related Tradeoffs in Distribute Sensor Networks. | Ramanan Subramanian, Faramarz Fekri |
| 2006 | GLOBECOM | M-ary, Binary, and Space-Volume Multiplexing Trade-offs for Holographic Channels. | Shayan Garani Srinivasa, Omid Momtahan, Arash Karbaschi, Steven W. McLaughlin, Ali Adibi, Faramarz Fekri |
| 2006 | INFOCOM | Threshold Key-Establishment in Distributed Sensor Networks Using a Multivariate Scheme. | Farshid Delgosha, Faramarz Fekri |
| 2006 | ISIT | Multivariate Signature using Algebraic Techniques. | Farshid Delgosha, Faramarz Fekri |
| 2006 | ISIT | Generalization of Rateless Codes for Unequal Error Protection and Recovery Time: Asymptotic Analysis. | Nazanin Rahnavard, Faramarz Fekri |
| 2006 | ISIT | Rate-Compatible Puncturing of Finite-Length Low-Density Parity-Check Codes. | Badri N. Vellambi, Faramarz Fekri |
| 2006 | SECON | Security Services in Wireless Sensor Networks Using Sparse Random Coding. | Farshid Delgosha, Erman Ayday, Kevin Sean Chan, Faramarz Fekri |
| 2005 | DCC | Distributed Source Coding in Wireless Sensor Networks using LDPC Codes: A Non-Uniform Framework. | Mina Sartipi, Faramarz Fekri |
| 2005 | GLOBECOM | Finite-length unequal error protection rateless codes: design and analysis. | Nazanin Rahnavard, Faramarz Fekri |
| 2005 | GLOBECOM | Clustering-based correlation aware data aggregation for distributed sensor networks. | Ramanan Subramanian, Hossein Pishro-Nik, Faramarz Fekri |
| 2005 | GLOBECOM | An improved decoding algorithm for low-density parity-check codes over the binary erasure channel. | Badri N. Vellambi, Faramarz Fekri |
| 2005 | ICASSP | Stream cipher using finite-field wavelets. | Farshid Delgosha, Faramarz Fekri |
| 2005 | WCNC | Analysis of hierarchical algorithms for wireless sensor network routing protocols. | Kevin Sean Chan, Hossein Pishro-Nik, Faramarz Fekri |
| 2005 | WCNC | Distributed source coding in wireless sensor networks using LDPC coding: the entire Slepian-Wolf rate region. | Mina Sartipi, Faramarz Fekri |
| 2005 | SECON | Key pre-distribution in wireless sensor networks using multivariate polynomials. | Farshid Delgosha, Faramarz Fekri |
| 2004 | ICASSP | On the factorization of two-dimensional paraunitary filter banks. | Farshid Delgosha, Faramarz Fekri |
| 2004 | ISIT | Factorization of two-channel 2D paraunitary filter banks over fields of characteristic two. | Farshid Delgosha, Faramarz Fekri |
| 2004 | ISIT | Performance of low-density parity-check codes with linear minimum distance. | Hossein Pishro-Nik, Faramarz Fekri |
| 2004 | ISIT | Unequal error protection using low-density parity-check codes. | Nazanin Rahnavard, Faramarz Fekri |
| 2004 | ITW | Results on punctured LDPC codes. | Hossein Pishro-Nik, Faramarz Fekri |
| 2004 | ITW | Two-dimensional error correcting codes using finite-field wavelets. | Mina Sartipi, Faramarz Fekri |
| 2004 | SECON | On connectivity properties of large-scale sensor networks. | Hossein Pishro-Nik, Kevin Sean Chan, Faramarz Fekri |
| 2004 | SECON | Source and channel coding in wireless sensor networks using LDPC codes. | Mina Sartipi, Faramarz Fekri |
| 2003 | GLOBECOM | Results on non-uniform error correction using low-density parity-check codes. | Hossein Pishro-Nik, Nazanin Rahnavard, Faramarz Fekri |
| 2002 | ICASSP | Arbitrary rate maximum-distance separable wavelet codes. | Faramarz Fekri |
| 2002 | ICASSP | Results on minimal tail-biting trellis representation of double-circulant wavelet codes. | Hossein Pishro-Nik, Faramarz Fekri |
| 2001 | ICASSP | Decoding of half-rate wavelet codes; Golay code and more. | Faramarz Fekri, Steven W. McLaughlin, Russell M. Mersereau, Ronald W. Schafer |
| 2000 | ICASSP | Realization of paraunitary filter banks over fields of characteristic two. | Faramarz Fekri, Russell M. Mersereau, Ronald W. Schafer |
| 1999 | ICASSP | Theory of wavelet transform over finite fields. | Faramarz Fekri, Russell M. Mersereau, Ronald W. Schafer |
| 1998 | ICASSP | A generalized interpolative VQ method for jointly optimal quantization and interpolation of images. | Faramarz Fekri, Russell M. Mersereau, Ronald W. Schafer |
| 1998 | ICIP | Enhancement of Text Images using a Context based Nonlinear Interpolative Vector Quantization Method. | Faramarz Fekri, Russell M. Mersereau, Ronald W. Schafer |