2026

VERITAS: Towards a General-Purpose Replication Tool for Scientific Research

Haokun Liu, Filbert Aurelian Tjiaranata, and Chenhao Tan

preprint

2026

AI-Assisted Reviewing is Necessary for Avoiding the Review Death Spiral

Haokun Liu and Chenhao Tan

preprint

2026

The Mirage of Autonomous AI Scientists

Chenhao Tan and Haokun Liu

preprint

2026

NeuriCo: Towards Reliable AI Scientists

Haokun Liu and Chenhao Tan

ICML 2026 AI for Science Workshop

2026

The Interaction Tax: When Communication Erases Diversity in Multi-Agent Teams

Summer Ann, Haokun Liu, and Chenhao Tan

ICML 2026 Workshop: AI as a Tool for Mathematics, Computer Science

2025

HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation

Haokun Liu, Sicong Huang, Jingyu Hu, Yangqiaoyu Zhou, and Chenhao Tan

preprint

2025

Literature Meets Data: A Synergistic Approach to Hypothesis Generation

Haokun Liu, Yangqiaoyu Zhou, Mingxuan Li, Chenfei Yuan, and Chenhao Tan

ACL

2024

Hypothesis Generation with Large Language Models

Yangqiaoyu Zhou, Haokun Liu, Tejes Srivastava, Hongyuan Mei, and Chenhao Tan

EMNLP workshop on NLP for Science

2024

Beyond ensemble averages: Leveraging climate model ensembles for subseasonal forecasting

Elena Orlova, Haokun Liu, Raphael Rossellini, Benjamin A Cash, and Rebecca Willett

Artificial Intelligence for the Earth Systems, 3(4), e230103