Mengqiao Liu

According to our database, Mengqiao Liu authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models.

Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim

CoRR, April, 2026

Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty.

Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim

CoRR, April, 2026

Affordance-Aware Interactive Decision-Making and Execution for Ambiguous Instructions.

Hengxuan Xu, Fengbo Lan, Zhixin Zhao, Shengjie Wang, Mengqiao Liu, Jieqian Sun, Yu Cheng, Tao Zhang

CoRR, February, 2026

2025

JPDS-NN: Reinforcement Learning-Based Dynamic Task Allocation for Agricultural Vehicle Routing Optimization.

Yixuan Fan, Haotian Xu, Mengqiao Liu, Qing Zhuo, Tao Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews.

Mengqiao Liu, Tevin Wang, Cassandra A. Cohen, Sarah Li, Chenyan Xiong

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2023

Object Tracking Algorithm based on Transformer with Temporal Contexts.

Na Li, Wenhan Jiang, Mengqiao Liu, Wanyv Xin

Proceedings of the 6th International Conference on Artificial Intelligence and Pattern Recognition, 2023