| 2026 | AAAI | Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning. | Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo |
| 2025 | ICLR | F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. | Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo |
| 2025 | ISIT | Quantum Advantage in Non-Interactive Source Simulation. | Hojat Allah Salehi, Farhad Shirani, S. Sandeep Pradhan |
| 2025 | ISIT | The Query/Hit Model for Sequential Hypothesis Testing. | Mahshad Shariatnasab, Stefano Rini, Farhad Shirani, S. Sitharama Iyengar |
| 2024 | AAAI | Factorized Explainer for Graph Neural Networks. | Rundong Huang, Farhad Shirani, Dongsheng Luo |
| 2024 | ICLR | Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks. | Xu Zheng, Farhad Shirani, Tianchun Wang, Wei Cheng, Zhuomin Chen, Haifeng Chen, Hua Wei, Dongsheng Luo |
| 2024 | ICML | TimeX++: Learning Time-Series Explanations with Information Bottleneck. | Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo |
| 2024 | ISIT | Non-Linear Analog Processing Gains in Task-Based Quantization. | Marian Temprana Alonso, Farhad Shirani, Neil Irwin Bernardo, Yonina C. Eldar |
| 2023 | ISIT | The Privacy-Utility Tradeoff in Rank-Preserving Dataset Obfuscation. | Mahshad Shariatnasab, Farhad Shirani, S. Sitharama Iyengar |
| 2023 | ITW | Optimal Fault-Tolerant Data Fusion in Sensor Networks: Fundamental Limits and Efficient Algorithms. | Marian Temprana Alonso, Farhad Shirani, S. Sitharama Iyengar |
| 2023 | ITW | On Non-Interactive Source Simulation via Fourier Transform. | Farhad Shirani, Mohsen Heidari |
| 2022 | GLOBECOM | Quantifying the Capacity Gains in Coarsely Quantized SISO Systems with Nonlinear Analog Operators. | Farhad Shirani, Hamidreza Aghasi |
| 2022 | ISIT | Privacy Limits in Power-Law Bipartite Networks under Active Fingerprinting Attacks. | Mahshad Shariatnasab, Farhad Shirani, Zahid Anwar |
| 2022 | ISIT | MIMO Systems with One-bit ADCs: Capacity Gains using Nonlinear Analog Operations. | Farhad Shirani, Hamidreza Aghasi |
| 2022 | ISIT | Lattices from Linear Codes: Source and Channel Networks. | Farhad Shirani, S. Sandeep Pradhan |
| 2021 | ISIT | On Graph Matching Using Generalized Seed Side-Information. | Mahshad Shariatnasab, Farhad Shirani, Siddharth Garg, Elza Erkip |
| 2020 | ICASSP | On Throughput of Millimeter Wave MIMO Systems with Low Resolution ADCs. | Abbas Khalili, Shahram Shahsavari, Farhad Shirani, Elza Erkip, Yonina C. Eldar |
| 2019 | ISIT | A Concentration of Measure Approach to Database De-anonymization. | Farhad Shirani, Siddharth Garg, Elza Erkip |
| 2019 | ISIT | Tradeoff Between Delay and High SNR Capacity in Quantized MIMO Systems. | Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar |
| 2019 | ISIT | On Multiterminal Communication over MIMO Channels with One-bit ADCs at the Receivers. | Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar |
| 2019 | ISIT | On the Fundamental Limits of Multi-user Scheduling under Short-term Fairness Constraints. | Shahram Shahsavari, Farhad Shirani, Elza Erkip |
| 2019 | PIMRC | Opportunistic Temporal Fair Mode Selection and User Scheduling for Full-duplex Systems. | Shahram Shahsavari, Farhad Shirani, Mohammad Ali Amir Khojastepour, Elza Erkip |
| 2018 | ISIT | Typicality Matching for Pairs of Correlated Graphs. | Farhad Shirani, Siddharth Garg, Elza Erkip |
| 2018 | ISIT | Optimal Active social Network De-anonymization Using Information Thresholds. | Farhad Shirani, Siddharth Garg, Elza Erkip |
| 2017 | ACSSC | Seeded graph matching: Efficient algorithms and theoretical guarantees. | Farhad Shirani, Siddharth Garg, Elza Erkip |