Shiwei Chen

✨✨ Hello and welcome! ✨✨

I am a Master of Engineering (M.Eng.) student in the College of Computing and Data Science (CCDS), Nanyang Technological University under the supervision of Prof. Yong Wang.

Research Interests

I want to build tools that make AI easier to inspect 🔍, control 🎛️, and collaborate 🤝.

News

Presented my first paper, ReasonDiag at EuroVis 2026📍. Jun, 2026
Two papers, ReasonDiag and SemiConLens, were accepted to EuroVis 2026 🎉. Jun, 2026
HuGe was published in Visual Informatics. Aug, 2025
I embarked on my M.Eng. journey at NTU 🎓. Looking forward to my research journey! Jan 2025
I received the NTU Research Scholarship 🥳! Oct 2024

Publications

2026

When the Chain Breaks: Interactive Diagnosis of LLM Chain-of-Thought Reasoning Errors

Shiwei Chen, Niruthikka Sritharan, Xiaolin Wen, Chenxi Zhang, Xingbo Wang, Yong Wang

EuroVis 2026 Computer Graphics Forum, Nottingham, UK

Paper arXiv DOI Demo Slides

SemiConLens: Visual Analytics for 2D Semiconductor Discovery

Kavinda Athapaththu, Shiwei Chen, Yuan Fang, Sanchali Mitra, Yee Sin Ang, Yong Wang

EuroVis 2026 Computer Graphics Forum, Nottingham, UK

Paper arXiv DOI Slides

TMSeer: Visual Analysis of City-Level Travel Modes Using Cellular Signaling Data

Yuanzhi Zeng, Shuxian Gu, Shiwei Chen, Yong Wang, Haipeng Zeng

Visual Informatics Visual Informatics

Paper DOI

2025

HuGe: Towards Human-Controllable Image Generation in Autonomous Driving

Yuanzhi Zeng, Shiwei Chen, Yutian Zhang, Dong Sun, Yong Wang, Haipeng Zeng

Visual Informatics Visual Informatics

Paper

Pre-Trained Language Models for Protein and Molecular Design

Erdong Zhang, Zilin Pan, Zequan Yao, Tiejun Dong, Guanxing Chen, Tingwen Deng, Shiwei Chen, Calvin Yu-Chian Chen

PCCP Physical Chemistry Chemical Physics

Paper