Pouya Haghi

28 papers A* 5A 4B 2Misc 4Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
ACiS: Complex Processing in the Switch Fabric.
CoRR
Pouya Haghi, Anqi Guo, Tong Geng, Anthony Skjellum, Martin C. Herbordt
2025 A* conf
DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning.
DAC
Pouya Haghi, Ali Falahati, Zahra Azad, Chunshu Wu, Ruibing Song, Chuan Liu, Ang Li, Tong Geng
2025 A* conf
DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction.
ISCA
Chunshu Wu, Ruibing Song, Chuan Liu, Pouya Haghi, Ang Li, Michael Huang, Tony Tong Geng
2025 A* conf
InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems.
ICLR
Chuan Liu, Ruibing Song, Chunshu Wu, Pouya Haghi, Tong Geng
2024 A* conf
Bridging the Gap Between LLMs and LNS with Dynamic Data Format and Architecture Codesign.
MICRO
Pouya Haghi, Chunshu Wu, Zahra Azad, Yanfei Li, Andrew Gui, Yuchen Hao, Ang Li, Tony Tong Geng
2024 — conf
Cycle-Stealing in Load-Imbalanced HPC Applications.
HPEC
Po Hao Chen, Akshaya Bali, Shining Yang, Pouya Haghi, Carlton Knox, Benjamin Li, Amr Akmal Abouelmagd, Anthony Skjellum, Martin C. Herbordt
2024 J jnl
FPGA-Accelerated Range-Limited Molecular Dynamics.
IEEE Trans. Computers
Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Ang Li, Martin C. Herbordt
2024 A conf
SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications.
ICS
Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
2023 J jnl
A Survey of Potential MPI Complex Collectives: Large-Scale Mining and Analysis of HPC Applications.
CoRR
Pouya Haghi, Ryan J. Marshall, Po Hao Chen, Anthony Skjellum, Martin C. Herbordt
2023 A conf
FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics.
SC
Chunshu Wu, Tong Geng, Anqi Guo, Sahan Bandara, Pouya Haghi, Chuan Liu, Ang Li, Martin C. Herbordt
2023 A conf
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study.
ICS
Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po Hao Chen, Connor Greenwood, Anqi Guo, Thomas M. Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt
2023 A conf
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training.
ICS
Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng
2022 B conf
A Framework for Neural Network Inference on FPGA-Centric SmartNICs.
FPL
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
2022 Misc conf
COPA Use Case: Distributed Secure Joint Computation.
FCCM
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
2022 — conf
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework.
HPEC
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
2022 J jnl
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework.
CoRR
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
2022 Misc conf
FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks.
FCCM
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
2022 B conf
Optimized Mappings for Symmetric Range-Limited Molecular Force Calculations on FPGAs.
FPL
Chunshu Wu, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2022 J jnl
Reconfigurable switches for high performance and flexible MPI collectives.
Concurr. Comput. Pract. Exp.
Pouya Haghi, Anqi Guo, Qingqing Xiong, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Derek Schafer, Anthony Skjellum, Martin C. Herbordt
2022 — conf
The Viability of Using Online Prediction to Perform Extra Work while Executing BSP Applications.
HPEC
Po Hao Chen, Pouya Haghi, Jae Yoon Chung, Tong Geng, Richard West, Anthony Skjellum, Martin C. Herbordt
2021 — conf
A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs.
HPEC
Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin C. Herbordt, Ang Li
2021 — conf
Workload Imbalance in HPC Applications: Effect on Performance of In-Network Processing.
HPEC
Pouya Haghi, Anqi Guo, Tong Geng, Anthony Skjellum, Martin C. Herbordt
2020 — conf
A Reconfigurable Compute-in-the-Network FPGA Assistant for High-Level Collective Support with Distributed Matrix Multiply Case Study.
FPT
Pouya Haghi, Anqi Guo, Tong Geng, Justin T. Broaddus, Derek Schafer, Anthony Skjellum, Martin C. Herbordt
2020 A* conf
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing.
MICRO
Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt
2020 Misc conf
Accelerating MPI Collectives with FPGAs in the Network and Novel Communicator Support.
FCCM
Qingqing Xiong, Chen Yang, Pouya Haghi, Anthony Skjellum, Martin C. Herbordt
2020 Misc conf
FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers.
FCCM
Pouya Haghi, Tong Geng, Anqi Guo, Tianqi Wang, Martin C. Herbordt
2020 — conf
FPGAs in the Network and Novel Communicator Support Accelerate MPI Collectives.
HPEC
Pouya Haghi, Anqi Guo, Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Anthony Skjellum, Martin C. Herbordt
2020 J jnl
O⁴-DNN: A Hybrid DSP-LUT-Based Processing Unit With Operation Packing and Out-of-Order Execution for Efficient Realization of Convolutional Neural Networks on FPGA Devices.
IEEE Trans. Circuits Syst. I Regul. Pap.
Pouya Haghi, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram