Hritvik Taneja

I am a fourth-year Ph.D. student at Georgia Tech, advised by Professor Moinuddin Qureshi in the FAST Lab. My research focuses on improving the performance of CPU and GPU workloads by leveraging the intricacies of modern memory systems and proposing architectural enhancements to overcome memory bottlenecks. Currently, I’m working on optimizing bottlenecks that arise when serving large language models (LLMs) in ultra–low-latency settings.

News

  • Nov, 2025
    • Our paper MIRZA: Efficiently Mitigating Rowhammer with Randomization and ALERT will appear at HPCA 2026
  • Nov, 2025
    • I’ll be at Meta in the Bay Area next summer, working with the AI and Systems Co-Design team!
  • Aug, 2025
    • Finished Summer Internship at AMD Research!
  • March, 2025
  • Feb, 2025
    • I will be in Austin at AMD RAD working on GPU memory systems during the upcoming summers!

Publications

SiFAR: Synchronization-Free All-Reduce for Low-Latency LLM Inference
Hritvik Taneja, Anish Saxena, Abhishek Revinipati, Jae Hyung Ju, Neal C. Crago, Moinuddin Qureshi
arXiv:2607.08973, July 2026Preprint
TileLens: Efficiently Using Large-Granularity Memory Systems with Transparent Two-Dimensional Memory Layout
Jae Hyung Ju, Euijun Chung, Hritvik Taneja, Anish Saxena, Shinnung Jeong, Hyesoon Kim, Moinuddin K. Qureshi
arXiv:2607.04031, July 2026Preprint
SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance
Rya Sanovar, Srikant Bharadwaj, Hritvik Taneja, Moinuddin Qureshi
arXiv:2606.09441, June 2026Preprint
MIRZA: Efficiently Mitigating Rowhammer with Randomization and ALERT
Hritvik Taneja, Moinuddin Qureshi
HPCA 2026
DREAM: Enabling Low-Overhead Rowhammer Mitigation via Directed Refresh Management
Hritvik Taneja, Moinuddin Qureshi
ISCA 2025
Utility-Driven Speculative Decoding for Mixture-of-Experts
Anish Saxena, Po-An Tsai, Hritvik Taneja, Aamer Jaleel, Moinuddin Qureshi
arXiv:2506.20675, June 2025Preprint
RogueRFM: Attacking Refresh Management for Covert-Channel and Denial-of-Service
Hritvik Taneja, Moinuddin Qureshi
arXiv:2501.06646, January 2025Preprint
Hot Pixels: Frequency, Power, and Temperature Attacks on GPUs and ARM SoCs
Hritvik Taneja, Jason Kim, Stephan van Schaik, Daniel Genkin, Yuval Yarom
USENIX Security 2023