Houjun Liu

14 papers A 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Foundational World Models Accurately Detect Bimanual Manipulator Failures.
CoRR
Isaac Ronald Ward, Michelle Ho, Houjun Liu, Aaron O. Feldman, Joseph Vincent, Liam Kruse, Sean Cheong, Duncan Eddy, Mykel J. Kochenderfer, Mac Schwager
2025 — conf
ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts.
EMNLP (Findings)
Amelia Hardy, Houjun Liu, Allie Griffith, Bernard Lange, Duncan Eddy, Mykel J. Kochenderfer
2025 — conf
Drop Dropout on Single Epoch Language Model Pretraining.
ACL (Findings)
Houjun Liu, John Bauer, Christopher D. Manning
2025 J jnl
Drop Dropout on Single-Epoch Language Model Pretraining.
CoRR
Houjun Liu, John Bauer, Christopher D. Manning
2025 A conf
LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool.
ECAI
Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh, Houjun Liu, Kiana Jafari Meimandi, Amelia F. Hardy, Dylan M. Asmar, Mykel J. Kochenderfer
2025 J jnl
LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool.
CoRR
Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh, Houjun Liu, Kiana Jafari Meimandi, Amelia F. Hardy, Dylan M. Asmar, Mykel J. Kochenderfer
2025 J jnl
Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space.
CoRR
Houjun Liu, Shikhar Murty, Christopher D. Manning, Róbert Csordás
2024 J jnl
ASTPrompter: Weakly Supervised Automated Language Model Red-Teaming to Identify Likely Toxic Prompts.
CoRR
Amelia F. Hardy, Houjun Liu, Bernard Lange, Mykel J. Kochenderfer
2024 J jnl
Morphosyntactic Analysis for CHILDES.
CoRR
Houjun Liu, Brian MacWhinney
2024 J jnl
Plan of Thoughts: Heuristic-Guided Problem Solving with Large Language Models.
CoRR
Houjun Liu
2022 — conf
ConDef: Automated Context-Aware Lexicography Using Large Online Encyclopedias.
SAI (2)
Houjun Liu, Zachary Sayyah
2022 J jnl
Encrypted, Anonymized System for Protected Health Information Verification Built via Proof of Stake.
CoRR
Houjun Liu
2021 J jnl
Towards Automated Psychotherapy via Language Modeling.
CoRR
Houjun Liu
2019 — conf
Lithium-ion battery capacity prediction based on grey neural network model.
AIIPCC
Lu Han, Xianjun Shi, Jiapeng Lv, Yuyao Zhai, Houjun Liu, Taoyu Wang