About Me

Hi! I am Haichuan Liu, a senior undergraduate student in Microelectronics Science and Engineering at Southern University of Science and Technology (SUSTech).

My research interests lie at the intersection of neuromorphic computing, hardware-software co-design, in-memory and analog computing, optical computing, and hardware-aware machine learning. I enjoy connecting algorithms with hardware constraints.

Currently I am actively seeking Fall 2027 Ph.D. opportunities.

Education

Southern University of Science and Technology, China

Bachelor of Engineering in Microelectronics

2023.8 - 2027.6

Queen’s University, Canada

Exchange Student in Smith Engineering School

2025.9 - 2025.12

Cornell University, USA

Visiting Student in College of Engineering

2026.1 - 2026.5

Research Experience

University of California, Irvine, USA

Research Intern

Advisor: Prof. Fei Xia

2025.3 - 2026.3

Cornell Tech, USA

Research Intern

Advisor: Prof. Tianyi Chen

2026.3 - Present

Cornell University, USA

Research Intern

Advisor: Prof. Jiaxin Lin

2026.4 - 2026.5

Publications

NeurIPS 2026 Poster

The Price of Locality: Why Forward-Forward Underperforms Backpropagation?

Zhaoxian Wu, Haichuan Liu, Tianyi Chen

ICLR 2027 Under Review

Trainable Affine Parameters in Normalization Can Silently Harm Analog Training

Haichuan Liu, Zhaoxian Wu, Tianyi Chen

Project Experience

Computational Imaging Cornell University
2026

Compressed Sensing MRI Reconstruction

A sparse-prior MRI reconstruction study that explores how undersampling masks and regularization choices affect image quality from limited k-space data.

Inverse Problems Optimization Computational Imaging Quantitative Evaluation

Best Poster Runner-up · PSNR 33.34 dB at 33% sampling

Digital Circuit Design SUSTech
2025

FPGA Tetris with Real-Time HDMI Output

A hardware game project that implements Tetris entirely in Verilog, from keyboard input and game logic to live HDMI video output.

RTL Design Real-Time Systems HDMI Video Output Hardware Integration

Playable on FPGA with TMDS video and seven-segment scoring

Signal Processing SUSTech
2024

FMCW Radar for Positioning and Tracking

A MATLAB radar simulation that estimates target range, radial velocity, and 2D position from chirp signals and range-Doppler maps.

Signal Processing Radar Modeling Range-Doppler Analysis Multi-Target Tracking

Multi-target tracking with range-Doppler peak detection

Software SUSTech
2023

Match-3 Puzzle Game in Java

A Java Swing game project focused on clean model design, responsive animations, combo logic and full game-state recovery.

Software Architecture Game Logic Concurrent Animation State Persistence

Selected as a Top-5 class project and recommended to lecture presentation

Fun Facts About Me

Skiing

I learned cross-country skiing and downhill skiing at Cornell. It has become one of my hobbies now.

Road Trip

I once drove across the US-Canada border and also drove all the way from Ithaca in upstate New York to NYC.

Travel

I have been to ten countries: China, Thailand, UK, Russia, Japan, Singapore, South Korea, USA, Mexico and Canada.