New

Hsi-Chun (Leo) Cheng

Always exploring.

Leo Cheng Avatar

About.

Hi there! I am Hsi-Chun Cheng, and I am a first-year MS student at the NTU Robot Learning Lab under the supervision of Prof. Shao-Hua Sun. Currently, my research interests lie in Robot Learning and Embodied AI. Moreover, I was the co-founder and the very first Technical Lead of NTU iOS Club. Outside of research, I enjoy weight lifting, watching and playing baseball, and exploring the latest software technologies.

Publications.

ICML 2026

CooT: Learning to Coordinate In-Context with Coordination Transformers

Huai-Chih Wang*, Hsiang-Chun Chuang*, Hsi-Chun Cheng, Dai-Jie Wu, Shao-Hua Sun

Rapid in-context adaptation for multi-agent coordination without fine-tuning.

ACL 2026 Main Conference

An Exploration of Mamba for Speech Self-Supervised Models

Tzu-Quan Lin*, Heng-Cheng Kuo*, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee

Exploring state-space models for efficient speech representation.

APSIPA ASC 2025

Identifying Speaker Information in SSL Transformers

Tzu-Quan Lin, Hsi-Chun Cheng, Hung-yi Lee, Hao Tang

Analyzing feed-forward layers in self-supervised speech models.

ASRU 2025

A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data

Cheng Kang Chou, Chan-Jan Hsu, Ho-Lam Chung, Liang-Hsuan Tseng, Hsi-Chun Cheng, Yu-Kuan Fu, Kuan Po Huang, Hung-Yi Lee

Enhancing recognition using TTS-synthesized data bootstrapping.

Projects.

MyAir App
iOS App

MyAir

An air pollution app in written in SwiftUI, powered by the Ministry of Environment API.

BetHabit App
Web App

BetHabit

Habit tracking app with gamified betting mechanics.

Schedulr Backend
Web App Backend

schedulr-backend

Event time scheduling system (just like when2meet) backend with Express.js.

Web App

SmartScooter

Mock smart scooter sharing system with React + Vite + Spring Boot

Teaching & Service.

Teaching

Teaching Assistant

National Taiwan University

Machine Learning (Prof. Hung-Yi Lee), 2025 Spring & 2026 Spring

Conference Review

Reviewer

ICLR, NeurIPS

Get in Touch.

Interested in collaborating or just want to say hi?