DARTS: Performance-counter driven sampling using binary translators. - Rajesh Kumar; Suchita Pati; Kanishka Lahiri (ISPASS, 2017)

Analyzing Machine Learning Workloads Using a Detailed GPU Simulator. - Jonathan S. Lew; Deval A. Shah; Suchita Pati; Shaylin Cattell; Mengchi Zhang; Amruth Sandhupatla; Christopher Ng; Negar Goli; Matthew D. Sinclair; Timothy G. Rogers; Tor M. Aamodt (ISPASS, 2019)

SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks. - Suchita Pati; Shaizeen Aga; Matthew D. Sinclair; Nuwan Jayasena (ISPASS, 2020)

Demystifying BERT: Implications for Accelerator Design. - Suchita Pati; Shaizeen Aga; Nuwan Jayasena; Matthew D. Sinclair (CoRR, 2021)

Demystifying BERT: System Design Implications. - Suchita Pati; Shaizeen Aga; Nuwan Jayasena; Matthew D. Sinclair (IISWC, 2022)

Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware. - Suchita Pati; Shaizeen Aga; Mahzabeen Islam; Nuwan Jayasena; Matthew D. Sinclair (IISWC, 2023)

Computation vs. Communication Scaling for Future Transformers on Future Hardware. - Suchita Pati; Shaizeen Aga; Mahzabeen Islam; Nuwan Jayasena; Matthew D. Sinclair (CoRR, 2023)

Just-in-time Quantization with Processing-In-Memory for Efficient ML Training. - Mohamed Assem Ibrahim; Shaizeen Aga; Ada Li; Suchita Pati; Mahzabeen Islam (CoRR, 2023)

T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives. - Suchita Pati; Shaizeen Aga; Mahzabeen Islam; Nuwan Jayasena; Matthew D. Sinclair (ASPLOS (2), 2024)

JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training. - Mohamed Assem Ibrahim; Shaizeen Aga; Ada Li; Suchita Pati; Mahzabeen Islam (MLSys, 2024)

Global Optimizations & Lightweight Dynamic Logic for Concurrency. - Suchita Pati; Shaizeen Aga; Nuwan Jayasena; Matthew D. Sinclair (CoRR, 2024)

Optimizing ML Concurrent Computation and Communication with GPU DMA Engines. - Anirudha Agrawal; Shaizeen Aga; Suchita Pati; Mahzabeen Islam (CoRR, 2024)

ConCCL: Optimizing ML Concurrent Computation and Communication with GPU DMA Engines. - Anirudha Agrawal; Shaizeen Aga; Suchita Pati; Mahzabeen Islam (ISPASS, 2025)

GOLDYLOC: Global Optimizations & Lightweight Dynamic Logic for Concurrency. - Suchita Pati; Shaizeen Aga; Nuwan Jayasena; Matthew D. Sinclair (ACM Trans. Archit. Code Optim., 2025)