Vui Seng Chua

According to our database, Vui Seng Chua authored at least 6 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs.

Ahmed F. AbouElhamayed, Jordan Dotzel, Yash Akhauri, Chi-Chih Chang, Sameh Gobriel, J. Pablo Muñoz, Vui Seng Chua, Nilesh Jain, Mohamed S. Abdelfattah

CoRR, February, 2025

A 68 TOPS/W, 256MB SRAM Sparse GEMM Accelerator Tiled Across 16, 4nm Near Memory Compute (NMC) Chiplets Disaggregated 2.5D System.

Srivatsa Rangachar Srinivasa, Prerna Budhkar, Gauthaman Murali, Vui Seng Chua, Paolo A. Aseron, Vinayak Honkote, Ravi R. Iyer, Nilesh Jain, Dileep John Kurian, Anuradha Srinivasan, Tanay Karnik

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

2024

Post-Training Statistical Calibration for Higher Activation Sparsity.

Vui Seng Chua, Yujie Pan, Nilesh Jain

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2022

Neuroevolution-enhanced multi-objective optimization for mixed-precision quantization.

Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

E2E Visual Analytics: Achieving >10X Edge/Cloud Optimizations.

Chaunte Lacewell, Nilesh A. Ahuja, J. Pablo Munoz, Parual Datta, Ragaad AlTarawneh, Vui Seng Chua, Nilesh Jain, Omesh Tickoo, Ravi Iyer

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

2017

Visual IoT: Ultra-Low-Power Processing Architectures and Implications.

Vui Seng Chua, Julio Zamora-Esquivel, Anindya Sao Paul, Thawee Techathamnukool, Carlos Flores Fajardo, Nilesh Jain, Omesh Tickoo, Ravi R. Iyer

IEEE Micro, 2017