Qi Huang

PhD student, LIACS, Leiden University, Leiden University

Joined

November 2023

Names

Qi Huang (Preferred)

Emails

****@liacs.leidenuniv.nl (Confirmed)

Personal Links

Career & Education History

PhD student

LIACS, Leiden University, Leiden University (liacs.leidenuniv.nl)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

PhD Advisor

2022 – Present

Coauthor

Anna V Kononova

2021 – Present

Expertise

No areas of expertise listed

Publications

Automated Algorithm Design with LLMs: A Benchmark-Assisted Approach to Black-Box Optimization
Qi Huang, Furong Ye, Thomas Bäck, Niki van Stein
- Submitted to ICLR 2026
- Readers: Everyone
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching
Zhong Li, Qi Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Niki van Stein, Matthijs van Leeuwen
- NeurIPS 2025 poster
- Readers: Everyone
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI
Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Shadnan Azwad Khan, Elena Ranguelova, Niki van Stein
- xAI (1) 2024
- Readers: Everyone
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification
Qi Huang, Wei Chen, Thomas Bäck, Niki van Stein
- CoRR 2024
- Readers: Everyone
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification
Qi Huang, Sofoklis Kitharidis, Thomas Bäck, Niki van Stein
- EXPLAINS 2024
- Readers: Everyone
Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems
Qi Huang, Roy de Winter, Bas van Stein, Thomas Bäck, Anna V. Kononova
- SSCI 2022
- Readers: Everyone

Co-Authors