Mehran Taghian

According to our database, Mehran Taghian authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

HiFloat4 Format for Language Model Pre-training on Ascend NPUs.

Mehran Taghian, Yunke Peng, Xing Huang, Yao Wang, Yaoyuan Wang, Wei Guo, Yuanyong Luo, Tianchi Hu, Junsong Wang, Xin Wang, Hu Liu, Yu Cheng, Ziwei Yu, Hongliang Li, Mehdi Rahimifar, Lei Yan, Xuefei Wang, Zhuang Ma, Lei Liu, Hui Yu, Anandharaju Durai Raju, Hoang Le, Hei Yi Mak, Tanzila Rahman, Shadan Golestan

CoRR, April, 2026

HiFloat4 Format for Language Model Inference.

Yuanyong Luo, Jing Huang, Yu Cheng, Ziwei Yu, Kaihua Tang, Xinda Ma, Xin Wang, Anping Tong, Guipeng Hu, Yun Xu, Mehran Taghian, Peng Wu, Guanglin Li, Yunke Peng, Tianchi Hu, Minqi Chen, Michael Bi Mi, Hu Liu, Xiping Zhou, Junsong Wang, Qiang Lin, Heng Liao

CoRR, February, 2026

2024

Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation.

Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Johannes Günther, Shadan Golestan, Osmar R. Zaïane

Eng. Appl. Artif. Intell., 2024

Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms.

Sheila Schoepp, Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Shadan Golestan, Osmar Zaïane

CoRR, 2024

2022

Learning financial asset-specific trading rules via deep reinforcement learning.

Mehran Taghian, Ahmad Asadi, Reza Safabakhsh

Expert Syst. Appl., 2022

2021

A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules.

Mehran Taghian, Ahmad Asadi, Reza Safabakhsh

CoRR, 2021

Data-Aware Compression of Neural Networks.

Hajar Falahati, Masoud Peyro, Hossein Amini, Mehran Taghian, Mohammad Sadrosadati, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

IEEE Comput. Archit. Lett., 2021