Mahdi Biparva

27 papers Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
InvertiTune: High-Quality Data Synthesis for Cost-Effective Single-Shot Text-to-Knowledge Graph Generation.
CoRR
Faezeh Faez, Marzieh S. Tahaei, Yaochen Hu, Ali Pourranjbar, Mahdi Biparva, Mark Coates, Yingxue Zhang
2025 — conf
MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization.
ASP-DAC
Faezeh Faez, Raika Karimi, Yingxue Zhang, Xing Li, Lei Chen, Mingxuan Yuan, Mahdi Biparva
2025 J jnl
When Engineering Outruns Intelligence: A Re-evaluation of Instruction-Guided Navigation.
CoRR
Matin Aghaei, Mohammad Ali Alomrani, Yingxue Zhang, Mahdi Biparva
2024 J jnl
DyG2Vec: Efficient Representation Learning for Dynamic Graphs.
Trans. Mach. Learn. Res.
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
2024 — conf
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems.
ACL (1)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
2024 J jnl
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems.
CoRR
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
2024 J jnl
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning.
CoRR
Mahdi Naseri, Mahdi Biparva
2024 J jnl
Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers.
CoRR
Raika Karimi, Faezeh Faez, Yingxue Zhang, Xing Li, Lei Chen, Mingxuan Yuan, Mahdi Biparva
2024 J jnl
MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization.
CoRR
Faezeh Faez, Raika Karimi, Yingxue Zhang, Xing Li, Lei Chen, Mingxuan Yuan, Mahdi Biparva
2024 J jnl
Scalable Graph Self-Supervised Learning.
CoRR
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva, Raika Karimi, Ali Ghodsi
2024 J jnl
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization.
CoRR
Mahdi Biparva, Raika Karimi, Faezeh Faez, Yingxue Zhang
2024 J jnl
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization.
Trans. Mach. Learn. Res.
Mahdi Biparva, Raika Karimi, Faezeh Faez, Yingxue Zhang
2024 J jnl
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization.
CoRR
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva, Ali Ghodsi
2023 J jnl
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI.
NeuroImage
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
2022 J jnl
DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision.
CoRR
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
2022 J jnl
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI.
CoRR
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
2022 J jnl
Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles.
IEEE Trans. Intell. Veh.
Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
2021 J jnl
Video action recognition for lane-change classification and prediction of surrounding vehicles.
CoRR
Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
2020 J jnl
Compact Neural Representation Using Attentive Network Pruning.
CoRR
Mahdi Biparva, John K. Tsotsos
2020 J jnl
Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks.
CoRR
Mahdi Biparva, John K. Tsotsos
2020 J jnl
Selective Segmentation Networks Using Top-Down Attention.
CoRR
Mahdi Biparva, John K. Tsotsos
2020 — conf
Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles.
ITSC
David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
2020 J jnl
Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles.
CoRR
David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
2018 — conf
Priming Neural Networks.
CVPR Workshops
Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
2017 J jnl
Priming Neural Networks.
CoRR
Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
2017 — conf
STNet: Selective Tuning of Convolutional Networks for Object Localization.
ICCV Workshops
Mahdi Biparva, John K. Tsotsos
2017 J jnl
STNet: Selective Tuning of Convolutional Networks for Object Localization.
CoRR
Mahdi Biparva, John K. Tsotsos