Posts by Collection

portfolio

publications

A New Approach for Liver Plus Its Tumor Segmentation in CT Image by TransNUNet

Y. Hu, X. Yang, X. Tian

Published in ICAICA, 2022

Download Paper

TransUNet with Attention Mechanism for Brain Tumor Segmentation on MR Images

E. Wang, Y. Hu, X. Yang, X. Tian

Published in ICAICA, 2022

Download Paper

STMoE: Multi-Scale Mixture-of-Experts for Single-Cell Gene Expression Prediction from Histology

Published in CIKM, 2026

MUGO: Differentiable Combinatorial Optimization for Causal Variant Discovery in the Non-coding Genome

S. D. Sun, J. Liu, P. Xu, Y. Hu, M. J. Zhang, J. Zhang

Published in KDD, 2026

Download Paper

sMMC-22M: A Context-Aware Dataset and Benchmark for Single-Cell Spatial Transcriptomics

Published in NeurIPS, 2026

talks

Hackathon Judge at IrvineHacks

Published:

Invited judge for IrvineHacks, evaluating student hackathon projects in AI, machine learning, and software engineering. Provided feedback on technical implementation, innovation, and real-world impact, and participated in final project evaluations.

teaching

Course Producer - DSCI-552 Machine Learning For Data Science (Fall 2023)

Graduate course, University of Southern California, Viterbi School of Engineering, 2023

Instructor: Prof. Mohammad Reza Rajati

Course Producer - DSCI-552 Machine Learning For Data Science (Spring 2024)

Graduate course, University of Southern California, Viterbi School of Engineering, 2024

Instructor: Prof. Mohammad Reza Rajati

Teaching Assistant - I&C ICS 45 Program in C/C++ (Winter 2025)

Undergrad course, University of California, Irvine, 2025

Instructor: Prof. Raymond O. Klefstad

Teaching Assistant - ICS 6D Discrete Mathematics for Computer Science (Spring 2025)

Undergrad course, University of California, Irvine, 2025

Instructor: Prof. Jing Zhang

Teaching Assistant - ICS 6D Discrete Mathematics for Computer Science (Spring 2026)

Undergrad course, University of California, Irvine, 2026

Instructor: Prof. Stanislaw Michal Jarecki

Teaching Assistant - ICS 6D Discrete Mathematics for Computer Science (Fall 2026)

Undergrad course, University of California, Irvine, 2026

Instructor: Prof. Jing Zhang