| 2022 | ACSSC | Loss Attitude Aware Energy Management for Signal Detection. | Baocheng Geng, Chen Quan, Tianyun Zhang, Makan Fardad, Pramod K. Varshney |
| 2022 | ICASSP | AdverSparse: An Adversarial Attack Framework for Deep Spatial-Temporal Graph Neural Networks. | Jiayu Li, Tianyun Zhang, Shengmin Jin, Makan Fardad, Reza Zafarani |
| 2022 | ICTAI | Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting. | Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie |
| 2021 | DAC | A Unified DNN Weight Pruning Framework Using Reweighted Optimization Methods. | Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Caiwen Ding, Makan Fardad, Yanzhi Wang |
| 2020 | PAKDD | SGCN: A Graph Sparsifier Based on Graph Convolutional Networks. | Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani |
| 2019 | ICDM | Generation of Low Distortion Adversarial Attacks via Convex Programming. | Tianyun Zhang, Sijia Liu, Yanzhi Wang, Makan Fardad |
| 2018 | ECCV | A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. | Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang |
| 2018 | ICLR | Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers. | Tianyun Zhang, Shaokai Ye, Yipeng Zhang, Yanzhi Wang, Makan Fardad |
| 2016 | CISS | Optimal energy allocation and storage control for distributed estimation with sensor collaboration. | Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney |
| 2015 | ACSSC | On optimal sensor collaboration for distributed estimation with individual power constraints. | Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney |
| 2015 | FUSION | Sparsity-promoting sensor management for estimation: An energy balance point of view. | Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney |
| 2015 | ICASSP | Sensor selection with correlated measurements for target tracking in wireless sensor networks. | Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney |
| 2014 | ICASSP | Sparsity-aware field estimation via ordinary Kriging. | Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney |
| 2014 | ISIT | On optimal sensor collaboration topologies for linear coherent estimation. | Sijia Liu, Makan Fardad, Swarnendu Kar, Pramod K. Varshney |