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Pooyan Jamshidi
Pooyan Jamshidi
Assistant Professor of Computer Science and Engineering, University of South Carolina, ex-Google
Verified email at cse.sc.edu - Homepage
Title
Cited by
Year
An Unsupervised Early Exit Mechanism for Deep Neural Networks
H KhademSohi, M Abedi, Y Ioannou, S Drew, P Jamshidi, H Hemmati
Transactions on Machine Learning Research, 2024
2024
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling
K Razavi, S Ghafouri, M Mühlhäuser, P Jamshidi, L Wang
Proceedings of the 4th Workshop on Machine Learning and Systems, 184-191, 2024
32024
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint)
MS Iqbal, J Su, L Kotthoff, P Jamshidi
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22700 …, 2024
2024
CURE: Simulation-Augmented Auto-Tuning in Robotics
MA Hossen, S Kharade, JM O'Kane, B Schmerl, D Garlan, P Jamshidi
arXiv preprint arXiv:2402.05399, 2024
2024
Software Engineering for Robotics: Future Research Directions; Report from the 2023 Workshop on Software Engineering for Robotics
CL Goues, S Elbaum, D Anthony, ZB Celik, M Castillo-Effen, N Correll, ...
arXiv preprint arXiv:2401.12317, 2024
12024
[Solution] IPA: Inference Pipeline Adaptation to achieve high accuracy and cost-efficiency
S Ghafouri, K Razavi, M Salmani, A Sanaee, TL Botran, L Wang, J Doyle, ...
Journal of Systems Research 4 (1), 2024
2024
HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems
A Mokhtari, S Ghafouri, P Jamshidi, MA Salehi
arXiv preprint arXiv:2312.03235, 2023
22023
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems
MS Iqbal, Z Zhong, I Ahmad, B Ray, P Jamshidi
Proceedings of the 2023 ACM Symposium on Cloud Computing, 555-571, 2023
22023
Introducing Interactions in Multi-Objective Optimization of Software Architectures
V Cortellessa, JA Diaz-Pace, D Di Pompeo, S Frank, P Jamshidi, M Tucci, ...
arXiv preprint arXiv:2308.15084, 2023
2023
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency
S Ghafouri, K Razavi, M Salmani, A Sanaee, T Lorido-Botran, L Wang, ...
arXiv preprint arXiv:2308.12871, 2023
32023
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks
MS Iqbal, J Su, L Kotthoff, P Jamshidi
Journal of Artificial Intelligence Research 77, 645-682, 2023
30*2023
Independent Modular Networks
H Damirchi, F Agostinelli, P Jamshidi
arXiv preprint arXiv:2306.01316, 2023
2023
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems
M Shahriar Iqbal, Z Zhong, I Ahmad, B Ray, P Jamshidi
arXiv e-prints, arXiv: 2306.07888, 2023
2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots
MA Hossen, S Kharade, B Schmerl, J Cámara, JM O'Kane, EC Czaplinski, ...
IEEE Robotics and Automation Letters 8 (7), 4115-4122, 2023
102023
Reconciling high accuracy, cost-efficiency, and low latency of inference serving systems
M Salmani, S Ghafouri, A Sanaee, K Razavi, M Mühlhäuser, J Doyle, ...
Proceedings of the 3rd Workshop on Machine Learning and Systems, 78-86, 2023
142023
Rethinking Robust Contrastive Learning from the Adversarial Perspective
F Ghofrani, M Yaghouti, P Jamshidi
arXiv preprint arXiv:2302.02502, 2023
12023
On the Role of Contrastive Representation Learning in Adversarial Robustness: An Empirical Study.
F Ghofrani, M Yaghouti, P Jamshidi
CoRR, 2023
2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots
M Abir Hossen, S Kharade, B Schmerl, J Cámara, JM O'Kane, ...
arXiv e-prints, arXiv: 2301.07690, 2023
2023
Guidelines for artifacts to support industry-relevant research on self-adaptation
D Weyns, I Gerostathopoulos, B Buhnova, N Cardozo, E Cioroaica, ...
ACM SIGSOFT Software Engineering Notes 47 (4), 18-24, 2022
82022
Improving the Performance of DNN-based Software Services using Automated Layer Caching
M Abedi, Y Iouannou, P Jamshidi, H Hemmati
arXiv preprint arXiv:2209.08625, 2022
12022
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