| Parameter-efficient fine-tuning for large models: A comprehensive survey Z Han, C Gao, J Liu, J Zhang, SQ Zhang arXiv preprint arXiv:2403.14608, 2024 | 211 | 2024 |
| Packing sparse convolutional neural networks for efficient systolic array implementations: Column combining under joint optimization HT Kung, B McDanel, SQ Zhang Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 200 | 2019 |
| Efficient communication in multi-agent reinforcement learning via variance based control SQ Zhang, Q Zhang, J Lin Advances in neural information processing systems 32, 2019 | 124 | 2019 |
| Routing algorithms for network function virtualization enabled multicast topology on SDN SQ Zhang, Q Zhang, H Bannazadeh, A Leon-Garcia IEEE Transactions on Network and Service Management 12 (4), 580-594, 2015 | 106 | 2015 |
| A multi-agent reinforcement learning approach for efficient client selection in federated learning SQ Zhang, J Lin, Q Zhang Proceedings of the AAAI conference on artificial intelligence 36 (8), 9091-9099, 2022 | 86 | 2022 |
| On the robustness of cooperative multi-agent reinforcement learning J Lin, K Dzeparoska, SQ Zhang, A Leon-Garcia, N Papernot 2020 IEEE Security and Privacy Workshops (SPW), 62-68, 2020 | 78 | 2020 |
| Succinct and robust multi-agent communication with temporal message control SQ Zhang, Q Zhang, J Lin Advances in neural information processing systems 33, 17271-17282, 2020 | 75 | 2020 |
| Fast: Dnn training under variable precision block floating point with stochastic rounding SQ Zhang, B McDanel, HT Kung 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 68 | 2022 |
| Full-stack optimization for accelerating cnns using powers-of-two weights with fpga validation B McDanel, SQ Zhang, HT Kung, X Dong Proceedings of the ACM International Conference on Supercomputing, 449-460, 2019 | 45 | 2019 |
| Joint NFV placement and routing for multicast service on SDN SQ Zhang, A Tizghadam, B Park, H Bannazadeh, A Leon-Garcia NOMS 2016-2016 IEEE/IFIP Network Operations and Management Symposium, 333-341, 2016 | 41 | 2016 |
| Rtn: Reparameterized ternary network Y Li, X Dong, SQ Zhang, H Bai, Y Chen, W Wang Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4780-4787, 2020 | 34 | 2020 |
| Adaptive distributed convolutional neural network inference at the network edge with ADCNN SQ Zhang, J Lin, Q Zhang Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020 | 30 | 2020 |
| TCAM space-efficient routing in a software defined network SQ Zhang, Q Zhang, A Tizghadam, B Park, H Bannazadeh, R Boutaba, ... Computer Networks 125, 26-40, 2017 | 26 | 2017 |
| Network function virtualization enabled multicast routing on SDN SQ Zhang, Q Zhang, H Bannazadeh, A Leon-Garcia 2015 IEEE International Conference on Communications (ICC), 5595-5601, 2015 | 26 | 2015 |
| Maestro: A memory-on-logic architecture for coordinated parallel use of many systolic arrays HT Kung, B McDanel, SQ Zhang, X Dong, CC Chen 2019 IEEE 30th International Conference on Application-specific Systems …, 2019 | 25 | 2019 |
| Adaptive tiling: Applying fixed-size systolic arrays to sparse convolutional neural networks HT Kung, B McDanel, SQ Zhang 2018 24th International Conference on Pattern Recognition (ICPR), 1006-1011, 2018 | 24 | 2018 |
| Aurora: Adaptive block replication in distributed file systems Q Zhang, SQ Zhang, A Leon-Garcia, R Boutaba 2015 IEEE 35th International Conference on Distributed Computing Systems …, 2015 | 24 | 2015 |
| Spherefed: Hyperspherical federated learning X Dong, SQ Zhang, A Li, HT Kung European Conference on Computer Vision, 165-184, 2022 | 23 | 2022 |
| Mapping systolic arrays onto 3d circuit structures: Accelerating convolutional neural network inference HT Kung, B McDanel, SQ Zhang 2018 IEEE International Workshop on Signal Processing Systems (SiPS), 330-336, 2018 | 21 | 2018 |
| Term revealing: Furthering quantization at run time on quantized dnns HT Kung, B McDanel, SQ Zhang arXiv preprint arXiv:2007.06389, 2020 | 16 | 2020 |
