Jae-sun Seo

Cornell University — United States

Engineering · Physical Sciences

41h-index7.6kcitations252works4.12yr avg
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Research Topics

Advanced Memory and Neural Computing(139), Ferroelectric and Negative Capacitance Devices(95), Advanced Neural Network Applications(59), CCD and CMOS Imaging Sensors(39), Semiconductor materials and devices(33)

Publications252 total

Single-crystalline BaTiO <sub>3</sub> -based ferroelectric capacitive memory via membrane transfer
Science Advances·2025Open Access
CTDM: Resource-Efficient FPGA-Accelerated Simulation of Large-Scale NPU Designs
2025
SAFER: Sparsity Integrated Compute-in-Memory AI Accelerator with a Fused Dot-Product Engine and a RISC-V CPU
2025
Quantizing Small-Scale State-Space Models for Edge AI
Universität Zürich, ZORA·2025Open Access
Quantizing Small-Scale State-Space Models for Edge AI
2025
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications (Abstract)
2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders
2025
ASAP: A 28nm Transformer Training Accelerator with Alternating Sparsity and Asymmetrical Microscaling Floating-Point Precision
2025
Low-Precision Normalization Algorithm and Accelerator for Neural Network Training
2025
A 28nm 20.9-137.2 TOPS/W Output-Stationary SRAM Compute-in-Memory Macro Featuring Dynamic Look-ahead Zero Weight Skipping and Runtime Partial Sum Quantization
2025
Quant-NeRF: Efficient End-to-End Quantization of Neural Radiance Fields with Low-Precision 3D Gaussian Representation
2025· 1 cited
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
arXiv (Cornell University)·2025Open Access
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
Nature Communications·2025· 51 citedOpen Access
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications
2025· 5 citedOpen Access
HISIM: Analytical Performance Modeling and Design Space Exploration of 2.5D/3D Integration for AI Computing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025· 3 cited
RA-BNN: Constructing a Robust &amp; Accurate Binary Neural Network Using a Novel Network Growth Mechanism to Defend Against BFA
2025· 4 cited
SRAM- and eDRAM-Based Compute-in-Memory Designs, Accelerators, and Evaluation Frameworks: Macro-Level and System-Level Optimization and Evaluation
IEEE Solid-State Circuits Magazine·2025· 2 cited
POCA: Post-training Quantization with Temporal Alignment for Codec Avatars
Lecture notes in computer science·2024
Context-Aware Token Selection and Packing for Enhanced Vision Transformer
arXiv (Cornell University)·2024Open Access
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Yu Cao(19), Sarma Vrudhula(15), Shihui Yin(15), Shimeng Yu(15), Yufei Ma(10), Pai-Yu Chen(8), Mingoo Seok(7), Abinash Mohanty(5), Zhewei Jiang(5), Xiaoyu Sun(5), Deepak Kadetotad(5), Binbin Lin(4), Jieping Ye(4), Sang Joon Kim(4), Jian Meng(4), Jyotishman Saikia(4), Naveen Suda(3), Leland Chang(3), Xiaochen Peng(3), Yandong Luo(3)