Sukai Huang

According to our database, Sukai Huang authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Mini-BEHAVIOR-Gran: Revealing U-Shaped Effects of Instruction Granularity on Language-Guided Embodied Agents.

Sukai Huang, Chenyuan Zhang, Fucai Ke, Zhixi Cai, Gholamreza Haffari, Lizhen Qu, Hamid Rezatofighi

CoRR, April, 2026

MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning.

Zhixi Cai, Fucai Ke, Kevin Leo, Sukai Huang, Maria Garcia de la Banda, Peter J. Stuckey, Hamid Rezatofighi

CoRR, January, 2026

ALIGN: Word Association Learning for Cultural Alignment in Large Language Models.

Chunhua Liu, Kabir Manandhar Shrestha, Sukai Huang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Explain Before You Answer: A Survey on Compositional Visual Reasoning.

Fucai Ke, Joy Hsu, Zhixi Cai, Zixian Ma, Xin Zheng, Xindi Wu, Sukai Huang, Weiqing Wang, Pari Delir Haghighi, Gholamreza Haffari, Ranjay Krishna, Jiajun Wu, Hamid Rezatofighi

CoRR, August, 2025

ALIGN: Word Association Learning for Cross-Cultural Generalization in Large Language Models.

Chunhua Liu, Kabir Manandhar Shrestha, Sukai Huang

CoRR, August, 2025

Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts.

Sukai Huang, Nir Lipovetzky, Trevor Cohn

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation.

Sukai Huang, Trevor Cohn, Nir Lipovetzky

CoRR, 2024

Overcoming Reward Model Noise in Instruction-Guided Reinforcement Learning.

Sukai Huang, Nir Lipovetzky, Trevor Cohn

CoRR, 2024

2023

A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents.

Sukai Huang, Nir Lipovetzky, Trevor Cohn

CoRR, 2023