| 2024 | AISTATS | Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. | Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi |
| 2024 | EMNLP | Ranking Manipulation for Conversational Search Engines. | Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi |
| 2024 | ICML | Pausing Policy Learning in Non-stationary Reinforcement Learning. | Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi |
| 2024 | ICML | Transport of Algebraic Structure to Latent Embeddings. | Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi |
| 2024 | Interspeech | ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation. | Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi |
| 2023 | AAAI | Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. | Baturalp Yalin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi |
| 2023 | AISTATS | Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate. | Ziye Ma, Somayeh Sojoudi |
| 2023 | ICML | Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. | Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi |
| 2022 | AAAI | Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements. | Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi |
| 2022 | AISTATS | Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods. | Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi |
| 2021 | AAAI | Power up! Robust Graph Convolutional Network via Graph Powering. | Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi |
| 2021 | AAAI | Improving Fairness and Privacy in Selection Problems. | Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan, Somayeh Sojoudi |
| 2021 | CIKM | Spectral Graph Attention Network with Fast Eigen-approximation. | Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu |
| 2021 | DSAA | A Sequential Framework Towards an Exact SDP Verification of Neural Networks. | Ziye Ma, Somayeh Sojoudi |
| 2019 | ICRA | A Fog Robotic System for Dynamic Visual Servoing. | Nan Tian, Ajay Kumar Tanwani, Jinfa Chen, Mas Ma, Robert Zhang, Bill Huang, Ken Goldberg, Somayeh Sojoudi |
| 2019 | ISRR | Mitigating Network Latency in Cloud-Based Teleoperation Using Motion Segmentation and Synthesis. | Nan Tian, Ajay Kumar Tanwani, Ken Goldberg, Somayeh Sojoudi |
| 2018 | ICML | Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion. | Richard Y. Zhang, Salar Fattahi, Somayeh Sojoudi |
| 2013 | ACSSC | Convex relaxation for optimal power flow problem: Mesh networks. | Ramtin Madani, Somayeh Sojoudi, Javad Lavaei |
| 2011 | INFOCOM | Effect of buffers on stability of Internet congestion controllers. | Somayeh Sojoudi, Steven H. Low, John C. Doyle |
| 2007 | ACC | Stability Criterion for General Proper Systems with Constrained Control Structure. | Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam |
| 2007 | ACC | Optimal Information Flow Structure for Control of Interconnected Systems. | Somayeh Sojoudi, Javad Lavaei, Amir G. Aghdam |