Scholar
Nishil Talati
Google Scholar ID: 6d4OeVIAAAAJ
Assistant Research Scientist, University of Michigan
Computer Architecture
Systems
Generative AI
Data Analytics
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Citations & Impact
All-time
Citations
892
H-index
13
i10-index
16
Publications
20
Co-authors
11
list available
Contact
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Publications
11 items
Sphinx: Efficiently Serving Novel View Synthesis using Regression-Guided Selective Refinement
2025
Cited
0
GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2
2025
Cited
0
TIMEST: Temporal Information Motif Estimator Using Sampling Trees
2025
Cited
0
Triadic First-Order Logic Queries in Temporal Networks
2025
Cited
0
Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining
2025
Cited
0
DX100: A Programmable Data Access Accelerator for Indirection
2025
Cited
0
NMP-PaK: Near-Memory Processing Acceleration of Scalable De Novo Genome Assembly
2025
Cited
0
MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints
2025
Cited
0
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Resume (English only)
Academic Achievements
Recognized as one of IEEE Computing's Top 30 Early Career Professionals in 2025
Multiple papers accepted at top-tier conferences including ISCA 2025 (2 papers), VLDB 2025/2026, ASPLOS 2026, HPCA 2025, IISWC 2024/2025, ICDM 2024, etc.
Secured gift funding from AMD
Received research funding from Semiconductor Research Corporation (SRC)
Two position papers invited for presentation at U.S. Department of Energy (DoE) workshop on Energy Efficient Computing
Research Experience
Assistant Research Scientist at University of Michigan
Leads research on architecture-system co-design for AI and data analytics
Collaborated with C. Seshadhri's group at UC Santa Cruz on scalable graph pattern matching algorithms
Collaborated with Georgia Tech and Intel Labs on cost modeling for LLM fine-tuning
Co-organized a tutorial on RISC-V instruction development with Barcelona Supercomputing Center at ISCA 2024
Co-authors
11 total
Shahar Kvatinsky
Technion - Israel Institute of Technology
Ronald Dreslinski
University of Michigan
Trevor Mudge
Bredt Family Professor of Engineering, University of Michigan
Co-author 4
Pierre - Emmanuel GAILLARDON
Professor, University of Utah
Scott Mahlke
Professor, Electrical Engineering and Computer Science Dept., University of Michigan
David Blaauw
Professor of Electrical Engineering and Computer Science, University of Michigan
Co-author 8
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