Muhua Huang

According to our database, Muhua Huang authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.

Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity.

Muhua Huang, Qinlin Zhao, Xiaoyuan Yi, Xing Xie

CoRR, December, 2025

Evolving Collective Cognition in Human-Agent Hybrid Societies: How Agents Form Stances and Boundaries.

Hanzhong Zhang, Muhua Huang, Jindong Wang

CoRR, August, 2025

Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity.

HyunJin Kim, Xiaoyuan Yi, Jing Yao, Muhua Huang, JinYeong Bak, James Evans, Xing Xie

CoRR, March, 2025

Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values.

Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, Xing Xie

CoRR, January, 2025

Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation.

Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Yang Ou, Scarlett Li, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, James Evans, Xing Xie

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

2024

The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment.

HyunJin Kim, Xiaoyuan Yi, Jing Yao, Jianxun Lian, Muhua Huang, Shitong Duan, JinYeong Bak, Xing Xie

CoRR, 2024

Designing LLM-Agents with Personalities: A Psychometric Approach.

Muhua Huang, Xijuan Zhang, Christopher Soto, James Evans

CoRR, 2024