Sabuj Laskar

Sabuj Laskar

Sabuj Laskar

PhD Student
Texas A&M University
sabuj.laskar@tamu.edu

About Me

I am a PhD student at Texas A&M University, working with Professor Eun Jung Kim in the High Performance Computing Laboratory. My research area is computer architecture and systems. Specifically, I work on machine learning accelerators and network-on-chip(NoC). I have completed my B.Sc. from the department of Computer Science and Engineering, Bangladesh University of Engineering and Technology, in April 2019. After that, I have worked as a software engineer at Kona Software Lab Ltd. Additionally, I worked as an undergraduate research student under the supervision of Dr. Muhammad Abdullah Adnan.

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Interests

  • Computer Architecture
  • Machine Learning Systems

Education

  • PhD, Computer Science — Texas A&M University
  • BSc, Computer Science — Bangladesh University of Engineering & Technology

Recent Publications

[MICRO'26] SYMPHONY: Harmonizing Memory and Communication in LLM Inference on 3D DRAM Accelerators

Sabuj Laskar, Hyojong Kim, Devesh Singh, Mrinmoy Ghosh, Eun Jung Kim

[HPCA'26] Compression-Aware Gradient Splitting for Collective Communications in Distributed Training.

Pranati Majhi, Sabuj Laskar, Abdullah Muzahid, Eun Jung Kim

PAPER CODE

[MICRO'25] SuperMesh: Energy-Efficient Collective Communications for Accelerators. [Distinguished Artifact Award]

Sabuj Laskar, Pranati Majhi, Abdullah Muzahid, Eun Jung Kim

PAPER CODE SLIDES

[HPCA'24] Enhancing Collective Communication in MCM Accelerators for Deep Learning Training.

Sabuj Laskar, Pranati Majhi, Sungkeun Kim, Farabi Mahmud, Abdullah Muzahid, Eun Jung Kim

PAPER CODE SLIDES

[IEEE BigData'22] Fast Support Vector Machine Using Singular Value Decomposition.

Sabuj Laskar, Muhammad Abdullah Adnan

PAPER SLIDES VIDEO

Recent News

07/2026 [Paper] One first-authored paper on a hybrid-bonded 3D DRAM accelerator accepted to MICRO'26!
10/2025 [Career] Served as a Student PC member for MICRO'26!
10/2025 [Career] Our work, SuperMesh, received the Distinguished Artifact Award at MICRO'25!
10/2025 [Career] Presented our work, SuperMesh, at MICRO'25!
08/2025 [Career] Received MICRO'25 travel grant!
07/2025 [Career] My internship at Samsung Semiconductor Research has been extended through Fall 2025!
06/2025 [Paper] One first-authored paper on deep learning accelerator topology is accepted in MICRO'25!
05/2025 [Career] I will be an Architecture Research Intern at Samsung Semiconductor Research for Summer 2025!
01/2024 [Paper] One first-authored journal paper on HPC fault-tolerant system is accepted in STVR'23!
10/2023 [Paper] One first-authored paper on deep learning accelerator is accepted in HPCA'24!
09/2022 [Paper] One first-authored paper on machine learning algorithms for Big Data is accepted in IEEE BigData'22!
09/2022 [Career] Passed my PhD qualifying exam!
09/2022 [Paper] One paper on fault tolerance is accepted in PRDC'22!
08/2022 [Paper] One workshop paper on fault tolerance is accepted in ISSRE-W'22!
08/2022 [Career] Started PhD at Texas A&M University!