Publications | Research

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Circuits and VLSI Design

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2024

DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent

Chen-Chia Chang, Chia-Tung (Mark) Ho, Yaguang Li, Yiran Chen, Mark Haoxing Ren

VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool

Chia-Tung (Mark) Ho, Mark Haoxing Ren, Brucek Khailany

Large Language Model (LLM) for Standard Cell Layout Design Optimization

Chia-Tung (Mark) Ho, Mark Haoxing Ren

Best Paper Award

GL0AM: GPU Accelerated Gate Level Logic Simulator

Yanqing Zhang, Mark Haoxing Ren, Brucek Khailany

Learning to Compare Hardware Designs for High-Level Synthesis

Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Rongjian Liang, Weikai Li, Ding Wang, Mark Haoxing Ren, Yizhou Sun, Jason Cong

A 0.190-pJ/bit 25.2-Gb/s/wire Inverter-Based AC-Coupled Transceiver for Short-Reach Die-to-Die Interfaces in 5-nm CMOS

Yoshinori Nishi, John W. Poulton, Xi Chen, Sanquan Song, Brian Zimmer, Walker Turner, Stephen Tell, Nikola Nedovic, John Wilson, William Dally, Tom Gray

BoolGebra: Attributed Graph-learning for Boolean Algebraic Manipulation

Yingjie Li, Anthony Agnesina, Yanqing Zhang, Mark Haoxing Ren, Cunxi Yu

Novel Transformer Model Based Clustering Method for Standard Cell Design Automation

Chia-Tung (Mark) Ho, Ajay Chandna, David Guan, Alvin Ho, Minsoo Kim, Yaguang Li, Mark Haoxing Ren

ISPD

Best Paper Award

MedPart: A Multi-Level Evolutionary Differentiable Hypergraph Partitioner

Rongjian Liang, Anthony Agnesina, Mark Haoxing Ren

GPU/ML-Enhanced Large Scale Global Routing Contest

Rongjian Liang, Anthony Agnesina, Wen-Hao Liu, Mark Haoxing Ren

2017

Xylem: Enhancing Vertical Thermal Conduction in 3D Processor-Memory Stacks

Aditya Agrawal, Josep Torrellas, Sachin Idgunji

Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology

Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry

Detecting and Mitigating Data-Dependent DRAM Failures by Exploiting Current Memory Content

Samira Khan, Chris Wilkerson, Zhe Wang, Alaa R. Alameldeen, Donghyuk Lee, Onur Mutlu