Publications & preprints

Questions, experiments,
and the papers behind them.

Selected work in language-model behavior, scientific agents, and quantum physics. Preprints and workshop papers are labeled separately.

Language models & scientific agents

Behavior · 2026
Same Judgment, Different Yes: Measuring Multilingual Judgment Profiles in Language Models
Haonan Huang, Yuwei Lu, Chengkun Cai
Preprint
Behavior · 2026
The Development of Sycophancy in Language Models: Tracing Vulnerabilities from Pretraining to Post-Training
Haonan Huang, Chengkun Cai
Preprint
Behavior · 2026
Anatomy of LLM Sycophancy: What a Flip Rate Hides
Haonan Huang
Preprint
Agents & society · 2026
Who Keeps the Gains from Personal AI Assistants? Seller Adaptation and the Unassisted in a Language-Model Market Simulation
Haonan Huang, Joey Xiao
Preprint
Agents & society · 2026
Communication Shapes Collective Inference in Self-Adapting LLM Societies: Evidence from Mafia
Haonan Huang, Joey Xiao
Preprint
Agents & evaluation · 2026
Compiled Agency: Coding Agents as Game AI Researchers — from a Roguelike to StarCraft II and Civilization
Haonan Huang, Joey Xiao
Preprint
Behavior · 2026
The yes-no bias of large language models reflects answer order and wording, not shifts in moral judgment
Haonan Huang
Preprint · Related work: NeurIPS 2026 JUDGe Workshop poster
Scientific agents · 2026
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
Haonan Huang
ICML 2026 AI for Science Workshop
Scientific agents · 2026
Grounded autonomous scrutiny at scale: emergent critique from reproduction of published computational physics papers
Haonan Huang
ICML 2026 AI for Science Workshop
Scientific agents · 2026
From Experiments to Expertise: Scientific Knowledge Consolidation for AI-Driven Computational Physics
Haonan Huang
ICML 2026 Workshop on AI for Physics

The related JUDGe Workshop poster is titled “Decomposing Yes–No Bias in LLM Moral Judgment: Stance, Position, Word, and Verdict.” The link above leads to the related arXiv preprint.

Selected experimental quantum physics

Experimental physics · 2020
Tunnelling dynamics between superconducting bound states at the atomic limit
Nature Physics 16, 1227–1231 (2020)
Experimental physics · 2021
Spin-dependent tunneling between individual superconducting bound states
Physical Review Research 3, L032008 (2021)
Experimental physics · 2022
Superconducting quantum interference at the atomic scale
Nature Physics 18, 893–898 (2022)
Experimental physics · 2023
Universal scaling of tunable Yu-Shiba-Rusinov states across the quantum phase transition
Communications Physics 6, 214 (2023)