2026
HPCA 2026
HDPAT: Hierarchical Distributed Page Address Translation for Wafer-Scale GPUs
HPCA 2026
QuCo: Efficient and Flexible Hardware-Driven Automatic Configuration of Tile Transfers in GPUs
2025
CAMS 2025
DaisenBot: Human-AI Collaboration in GPU Performance Analysis with Multi-Modal AI Assistant
L@S 2025
Will Your Next Pair Programming Partner Be Human? An Empirical Evaluation of Generative AI as a Collaborative Teammate in a Semester-Long Classroom Setting
ISCA 2025
TrioSim: A Lightweight Simulator for Large-Scale DNN Workloads on Multi-GPU Systems
ISPASS 2025
Luthier: A Dynamic Binary Instrumentation Framework Targeting AMD GPUs
GPGPU 2025
ACTA: Automatic Configuration of the Tensor Memory Accelerator for High-End GPUs.
CEAI
Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education
Book
Accelerated Computing with HIP, 2nd Edition
2024
MICRO 2024
Looking into the Black Box: Monitoring Computer Architecture Simulations in Real-Time with AkitaRTM
L@S 2024
Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study
ICNS 2024
A Survey of Artificial Intelligence Approaches to Safety and Mission-Critical Systems
2023
MICRO 2023
Path Forward Beyond Simulators: Fast and Accurate GPU Execution Time Prediction for DNN Workloads
TVCG
Visual Exploratory Analysis for Designing Large-Scale Network-on-Chip Architectures: A Domain Expert-Led Design Study
ISPASS 2023
A Regression-based Model for End-to-End Latency Prediction for DNN Execution on GPUs
CAMS 2023
TraceSim: a Lightweight Simulator for Large-Scale DNN Workloads on Multi-GPU Systems
2022
Book
Accelerated Computing with HIP
GPGPU 2022
Understanding Wafer-Scale GPU Performance using an Architectural Simulator
2021
Lab News
- [Sep 2025] Our paper "HDPAT: Hierarchical Distributed Page Address Translation for Wafer-Scale GPUs" has been accepted by HPCA 2026! Congrats Daoxuan and Ying!
- [Sep 2025] Our paper "QuCo: Efficient and Flexible Hardware-Driven Automatic Configuration of Tile Transfers in GPUs" has been accepted by HPCA 2026! Thanks to our collaborators from NVIDIA and the University of Murcia.
- [Apr 2025] Our paper "Will Your Next Pair Programming Partner Be Human? An Empirical Evaluation of Generative AI as a Collaborative Teammate in a Semester-Long Classroom Setting" has been accepted by the 12th 2025 ACM Learning @ Scale Conference (L@S 2025)! Congrats Wenhan!
- [Mar 2025] Our paper "TrioSim: A Lightweight Simulator for Large-Scale DNN Workloads on Multi-GPU Systems" has been accepted by the 52nd International Symposium on Computer Architecture (ISCA 2025)! Congrats Ying!
- [Mar 2025] Two other papers have been accepted by ISCA 2025: "NetCrafter: Tailoring Network Traffic for Non-Uniform Bandwidth Multi-GPU Systems" and "The Sparsity-Aware LazyGPU Architecture". Thanks to our collaborators at UVA and NUS!
- [Mar 2025] Our paper "Luthier: A Dynamic Binary Instrumentation Framework Targeting AMD GPUs" has been accepted by ISPASS 2025. Daoxuan and Yuwei have been involved in this project. Thanks to our collaborators at Northeastern University!
- [Mar 2025] Our paper "Exploring the Wafer-Scale GPU" has been accepted by the GPGPU 2025 workshop and Daoxuan give a presentation at the workshop. Congrats Daoxuan!
- [Jan 2025] Daoxuan Xu has achieved Ph.D. candidacy. Congrats Daoxuan!
- [Jul 2024] Our paper "Looking into the Black Box: Monitoring Computer Architecture Simulations in Real-Time with AkitaRTM" has been accepted by the 57th IEEE/ACM International Symposium on Microarchitecture (MICRO '24')! Congrats Ali!
- [Apr 2024] Our paper "Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study" has been accepted by the Tenth ACM Conference on Learning @ Scale (L@S '24') !
- [Mar 2024] Our First Lightweight Community Workshop on Akita and MGPUSim has been successfully organized. Thank you all for participating in the event.
- [Jan 2024] Our paper "Impact of Raindrops on Camera-Based Detection in Software-Defined Vehicles" has been accepted by the 2nd IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST '24') !
- [Jan 2024] Sabila Al Jannat has achieved Ph.D. candidacy. Congrats!
- [Nov 2023] Our paper "Visual Exploratory Analysis for Designing Large-Scale Network-on-Chip Architectures: A Domain Expert-Led Design Study" has been accepted by TVCG!
- [Sep 2023] Our paper "Path Forward Beyond Simulators: Fast and Accurate GPU Execution Time Prediction for DNN Workloads" has been accepted by MICRO 2023! Congrats Ying!
- [Sep 2023] Our paper "Photon: A Fine-grained Sampled Simulation Methodology for GPU Workloads" has been accepted by MICRO 2023!
- [Sep 2023] Daoxuan Xu has joined our lab as a Ph.D. student. Welcome!
- [Mar 2023] Our NSF CCRI Proposal Enabling Computer Architecture Simulation as a Service has been awarded! Thanks to NSF and my collaborator Kate Isaacs!
- [Feb 2023] Our NSF CRII Proposal Building Explainable Architecture with Simulation and Visualization Techniques has been awarded! Thank you NSF!
- [Dec 2022] Our book Accelerated Computing with HIP is published! It is available on Amazon or Barnes & Noble.
- [Aug 2022] Out CHIP dataset has been highlighted by the "Data Is Plural" column of FiveThirtyEight.