Ph.D. Electrical and Computer Engineering

• GPU-accelerated regular and hypergraph partitioning

• GPU-accelerated incremental graph partitioning

• Large Language Model-powered code generation assistant for graph partitioning workloads

B.S. Chemical Engineering

• GPA: 3.7/4.0

• Accurately predicted the behavior of molten salt mixtures using molecular simulation

Computer Engineering Research Assistant

• Developed a GPU-based graph partitioning algorithm, achieving a 9x speedup over state-of-the-art CPU partitioners

• Implemented a GPU-accelerated hypergraph partitioning algorithm, delivering a 4x performance boost compared to leading CPU tools

• Designed a GPU-based incremental hypergraph partitioner, enabling real-time partition updates with minimal computational overhead

Summer Intern

• Developed GPU-accelerated solutions to enhance the performance of emulation workloads, targeting critical bottlenecks in existing hardware acceleration pipelines

• Benchmarked GPU-based accelerators against CPU baselines and proposed optimization strategies based on performance profiling

Computer Engineering Teaching Assistant

• Assisted in teaching a 100-student course focused on parallel programming with OpenMP and CUDA

• Conducted weekly office hours and discussion sessions to support students on performance tuning, debugging, and understanding parallel computing concepts

• Provided one-on-one feedback and guidance to students on their final HPC projects, evaluating proposed methods for feasibility, performance potential, and alignment with course principles.

Summer Internship

• Conducted performance analysis on the Synopsis timing tool to identify bottlenecks

• Researched opportunities to apply GPU acceleration to the timing calculation

• Replaced heavy calculations with GPU implantation

Software Developer

• Constructed a SQL database to store and handle application data efficiently and securely

• Utilized QT to create a cross-platform application which allows users to control remote monitors and perform different functionalities such as zoom in and playback

• Implemented a new user interface to improve the user experience

Software Developer Internship

• Led a team of three and mentored team progress

• Utilized Selenium in Java script to accomplish website automation

• Reorganized SQL database for easier access

Chemical Engineering Teaching Assistant

• Aided 45 students in Environmental Safety concepts

• Led review sessions for class exams

Chemical Engineering Research Assistant

• Wrote Python and C++ scripts to generate complex formatted files from data

• Utilized bash commands to run molecular simulations on a supercomputer

• Evaluated molten salt structure for nuclear reactors through molecular dynamics simulation

G-kway: Multilevel GPU-Accelerated k-way Graph Partitioner using Task Graph Parallelism

Wan Luan Lee, Dian-Lun Lin, Shui Jiang, Cheng-Hsiang Chiu, Yibo Lin, Bei Yu, Tsung-Yi Ho, and Tsung-Wei Huang.

iG-kway: Incremental k-way Graph Partitioning on GPU

Wan Luan Lee, Shui Jiang, Dian-Lun Lin, Che Chang, Boyang Zhang, Ulf Schlichtmann, Tsung-Yi Ho, and Tsung-Wei Huang.

Scalable Code Generation for RTL Simulation of Deep Learning Accelerators with MLIR

Jie Tong, Wan Luan Lee, Umit Yusuf Ogras, and Tsung-Wei Huang.

SimPart: A Simple Yet Effective Replication-aided Partitioning Algorithm for Logic Simulation on GPU

Yi-Hua Chung, Shui Jiang, Wan Luan Lee, Yanqing Zhang, Haoxing Ren, Tsung-Yi Ho and Tsung-Wei Huang.

HyperG: Multilevel GPU-Accelerated k-way Hypergraph Partitioner

Wan Luan Lee, Dian-Lun Lin, Cheng-Hsiang Chiu, Ulf Schlichtmann, and Tsung-Wei Huang

G-kway: Multilevel GPU-Accelerated k-way Graph Partitioner

Wan Luan Lee, Dian-Lun Lin, Tsung-Wei Huang, Shui Jiang, Tsung-Yi Ho, Yibo Lin, and Bei Yu

G-PASTA: GPU Accelerated Partitioning Algorithm for Static Timing Analysis

Boyang Zhang, Dian-Lun Lin, Che Chang, Cheng-Hsiang Chiu, Bojue Wang, Wan Luan Lee, Chih-Chun Chang, Donghao Fang, and Tsung-Wei Huang

Complexation of Mo in FLiNaK Molten Salt: Insight from Ab Initio Molecular Dynamics

Austin David Clark, Wan Luan Lee, Andrew Russell Solano, Tyler Bruce Williams, Gabriel Scott Meyer, Granite J Tait, Ben C Battraw, and Stella D Nickerson