Publications

Publications sorted by type are listed here. Also check out my Google Scholar page for citation info.

Natural Language Processing

• M. Esalati, M. J. Dousti, and H. Faili, “Esposito: An English-Persian Scientific Parallel Corpus for Machine Translation,” in LREC-Coling, May 2024.

• M. H. Jafari-Harandi, F. Azadi, M. J. Dousti, and H. Faili, “Epoque: An English-Persian Quality Estimation Dataset,” in LREC-Coling, May 2024.

• F. Azadi, H. Faili, and M. J. Dousti, “Mismatching-Aware Unsupervised Translation Quality Estimation For Low-Resource Languages,” Language Resources and Evaluation, May 2024.

• F. Azadi, H. Faili, and M. J. Dousti, “PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data,” in Findings of the Association for Computational Linguistics (ACL), Jul. 2023.

• M. H. Jafari-Harandi, F. Azadi, S. Rafiei, H. Faili, and M. J. Dousti, “Presenting a quality estimation model of English to Farsi machine translator using transfer learning,” Language and Linguistics, vol. 18, no. 35, Feb. 2023.

• X. Ma, Y. Wang, M. J. Dousti, P. Koehn, and J. Pino, “Streaming Simultaneous Speech Translation with Augmented Memory Transformer,” in Proc. of International Conference on Acoustics, Speech and Signal Processing, Jun. 2021.

• X. Ma, M. J. Dousti, C. Wang, J. Gu, and J. Pino, “Simuleval: An evaluation toolkit for simultaneous translation,” in Proc. of the Empirical Methods in Natural Language Processing (EMNLP): System Demonstrations, Nov. 2020.

• J. M. Pino, Q. Xu, X. Ma, M. J. Dousti, and Y. Tang, “Self-Training for End-to-End Speech Translation,” in INTERSPEECH, Oct. 2020.

Power-Aware Thermal Management and Cooling

• M. Akhsham, M. J. Dousti, and S. Safari, “Neural Network-Based Control of Forced-Convection and Thermoelectric Coolers,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024.

• M. J. Dousti, Q. Xie, M. Nazemi, and M. Pedram, “Therminator 2: A Fast Thermal Simulator for Portable Devices,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 40, no. 12, pp. 2528-2541, Jan. 2021.

• M. J. Dousti, A. Petraglia, and M. Pedram, “Maximum Power Point Tracking for Thermoelectric Generators Using their Accurate Electrothermal Model,” in Advances in Energy Research, M. J. Acosta, Ed., vol. 26, Nova Science Publishers, 2017.

• M. J. Dousti, M. Ghasemi-Gol, M. Nazemi, and M. Pedram, “ThermTap: An Online Power Analyzer and Thermal Simulator for Android Devices,” in Proc. of International Symposium on Low Power Electronics and Design (ISLPED), Jul. 2015.

• M. J. Dousti and M. Pedram, “Power-Efficient Control of Thermoelectric Coolers Considering Distributed Hot Spots,” in Proc. of Design Automation and Test in Europe (DATE), Mar. 2015.

• M. J. Dousti, A. Petraglia, and M. Pedram, “Accurate Electrothermal Modeling of Thermoelectric Generators,” in Proc. of Design Automation and Test in Europe (DATE), Mar. 2015.

• Q. Xie, M. J. Dousti, and M. Pedram, “Therminator: A Thermal Simulator for Smartphones Producing Accurate Chip and Skin Temperature Maps,” in Proc. of the Int’l Symposium on Low Power Electronics and Design (ISLPED), Aug. 2014.

• M. J. Dousti and M. Pedram, “Power-Aware Deployment and Control of Forced-Convection and Thermoelectric Coolers,” in Proc. of Design Automation Conference (DAC), Jun. 2014.

• M. J. Dousti and M. Pedram, “Platform-Dependent, Leakage-Aware Control of the Driving Current of Embedded Thermoelectric Coolers,” in Proc. of the Int’l Symposium on Low Power Electronics and Design (ISLPED), Sep. 2013. (Updated version)

Physical Design for Quantum Computers

• M. J. Dousti, A. Shafaei, and M. Pedram, “Squash 2: A Hierarchical Scalable Quantum Mapper Considering Ancilla Sharing,” Quantum Information & Computation (QIC), vol. 16, no. 3&4, pp. 332–356, Mar. 2016.

• A. Shafaei, M. J. Dousti, and M. Pedram, “Computer-Aided Design for Next-Generation Quantum Computing Systems,” in New Developments in Quantum Optics Research, N. Stewart, Ed., Nova Science Publishers, 2015.

• M. J. Dousti, A. Shafaei, and M. Pedram, “Squash: A Scalable Quantum Mapper Considering Ancilla Sharing,” in Proc. of Great Lakes Symposium on VLSI (GLSVLSI), May 2014.

• H. Goudarzi, M. J. Dousti, A. Shafaei, and M. Pedram, “Design of a Universal Logic Block for Fault-Tolerant Realization of any Logic Operation in Trapped-Ion Quantum Circuits,” Journal of Quantum Information Processing (QIP), Jan. 2014.

• M. J. Dousti and M. Pedram, “LEQA: Latency Estimation for a Quantum Algorithm Mapped to a Quantum Circuit Fabric,” in Proc. of Design Automation Conference (DAC), Jun. 2013.

• M. J. Dousti and M. Pedram, “Minimizing the Latency of Quantum Circuits During Mapping to the Ion-Trap Circuit Fabric,” in Proc. of Design Automation and Test in Europe (DATE), Mar. 2012.

FinFet Library Characterization

• Q. Xie, X. Lin, Y. Wang, S. Chen, M. J. Dousti and M. Pedram, “Performance Comparisons between 7nm FinFET and Conventional Bulk CMOS Standard Cell Libraries,” IEEE Transactions on Circuits and Systems II (TCAS II), vol. 62, no. 8, pp. 761–765, Jan. 2015.

• Q. Xie, X. Lin, Y. Wang, M. J. Dousti, A. Shafaei, M. Ghasemi-Gol, and M. Pedram, “5nm FinFET standard cell library optimization and circuit synthesis in near. and super-threshold voltage regimes,” in Proc. of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Jul. 2014.