Jeffrey Jian Ma

According to our database, Jeffrey Jian Ma authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

GenAI for Systems: Recurring Challenges and Design Principles from Software to Silicon.

Arya Tschand, Chenyu Wang, Zishen Wan, Andrew Cheng, Ioana Cristescu, Kevin He, Howard Huang, Alexander Ingare, Akseli Kangaslahti, Sara Kangaslahti, Theo Lebryk, Hongjin Lin, Jeffrey Jian Ma, Alexandru Meterez, Clara Mohri, Depen Morwani, Sunny Qin, Roy Rinberg, Paula Rodriguez Diaz, Alyssa Mia Taliotis, Pernille Undrum Fathi, Rosie Zhao, Todd Zhou, Vijay Janapa Reddi

CoRR, February, 2026

2025

SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?

Jeffrey Jian Ma, Milad Hashemi, Amir Yazdanbakhsh, Kevin Swersky, Ofir Press, Enhui Li, Vijay Janapa Reddi, Parthasarathy Ranganathan

CoRR, November, 2025

QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture.

Shvetank Prakash, Andrew Cheng, Arya Tschand, Mark Mazumder, Varun Gohil, Jeffrey Jian Ma, Jason Yik, Zishen Wan, Jessica Quaye, Elisavet Lydia Alvanaki, Avinash Kumar, Chandrashis Mazumdar, Tuhin Khare, Alexander Ingare, Ikechukwu Uchendu, Radhika Ghosal, Abhishek Tyagi, Chenyu Wang, Andrea Mattia Garavagno, Sarah Gu, Alice Guo, Grace Hur, Luca P. Carloni, Tushar Krishna, Ankita Nayak, Amir Yazdanbakhsh, Vijay Janapa Reddi

CoRR, October, 2025

SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization.

Arya Tschand, Muhammad A. Awad, Ryan Swann, Kesavan Ramakrishnan, Jeffrey Jian Ma, Keith Lowery, Ganesh Dasika, Vijay Janapa Reddi

CoRR, August, 2025

A2Perf: Real-World Autonomous Agents Benchmark.

Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Izzeddin Gur, Austin Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim M. Songhori, Sergio Guadarrama, Jie Tan, Jordan K. Terry, Aleksandra Faust, Vijay Janapa Reddi

CoRR, March, 2025

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture.

Shvetank Prakash, Andrew Cheng, Jason Yik, Arya Tschand, Radhika Ghosal, Ikechukwu Uchendu, Jessica Quaye, Jeffrey Jian Ma, Shreyas Grampurohit, Sofia Giannuzzi, Arnav Balyan, Fin Amin, Aadya Pipersenia, Yash Choudhary, Ankita Nayak, Amir Yazdanbakhsh, Vijay Janapa Reddi

IEEE Comput. Archit. Lett., 2025

When Silicon Fails Silently: Characterizing Hardware-Induced Corruption in LLM Training.

Jeffrey Jian Ma, Hengzhi Pei, Leonard Lausen, George Karypis

Proceedings of the 31st IEEE International Symposium on On-Line Testing and Robust System Design, 2025

Understanding Silent Data Corruption in LLM Training.

Jeffrey Jian Ma, Hengzhi Pei, Leonard Lausen, George Karypis

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

FedStaleWeight: Buffered Asynchronous Federated Learning with Fair Aggregation via Staleness Reweighting.

Jeffrey Jian Ma, Alan Tu, Yiling Chen, Vijay Janapa Reddi

CoRR, 2024