Minqian Liu

According to our database, Minqian Liu authored at least 28 papers between 2012 and 2026.

Collaborative distances:

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

2026

StagePilot: A Deep Reinforcement Learning Agent for Stage-Controlled Cybergrooming Simulation.

Heajun An, Qi Zhang, Minqian Liu, Xinyi Zhang, Sang Won Lee, Lifu Huang, Pamela J. Wisniewski, Jin-Hee Cho

CoRR, February, 2026

Navigating Ideation Space: Decomposed Conceptual Representations for Positioning Scientific Ideas.

Yuexi Shen, Minqian Liu, Dawei Zhou, Lifu Huang

CoRR, January, 2026

How Do Large Language Models Learn Concepts During Continual Pre-Training?

Barry Menglong Yao, Sha Li, Yunzhi Yao, Minqian Liu, Zaishuo Xia, Qifan Wang, Lifu Huang

CoRR, January, 2026

From Vulnerable to Resilient: Examining Parent and Teen Perceptions on How to Respond to Unwanted Cybergrooming Advances.

Xinyi Zhang, Mamtaj Akter, Heajun An, Minqian Liu, Qi Zhang, Lifu Huang, Jin-Hee Cho, Pamela J. Wisniewski, Sang Won Lee

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Domain Generalizable AI Guardrails with Augmented Policy Training.

Minqian Liu, Ioana Baldini, David Rabinowitz, David S. Rosenberg, Sebastian Gehrmann, Mark Dredze

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

2025

StagePilot Artifacts.

Heajun An, Qi Zhang, Minqian Liu, Xinyi Zhang, Sang Won Lee, Lifu Huang, Pamela J. Wisniewski, Jin-Hee Cho

Dataset, October, 2025

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions.

Adithya Kulkarni, Fatimah Alotaibi, Xinyue Zeng, Longfeng Wu, Tong Zeng, Barry Menglong Yao, Minqian Liu, Shuaicheng Zhang, Lifu Huang, Dawei Zhou

CoRR, May, 2025

LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models.

Minqian Liu, Zhiyang Xu, Xinyi Zhang, Heajun An, Sarvech Qadir, Qi Zhang, Pamela J. Wisniewski, Jin-Hee Cho, Sang Won Lee, Ruoxi Jia, Lifu Huang

CoRR, April, 2025

Toward Integrated Solutions: A Systematic Interdisciplinary Review of Cybergrooming Research.

Heajun An, Marcos Silva, Qi Zhang, Arav Singh, Minqian Liu, Xinyi Zhang, Sarvech Qadir, Sang Won Lee, Lifu Huang, Pamela Wisnieswski, Jin-Hee Cho

CoRR, March, 2025

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design.

Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding.

Xingyu Fu, Minqian Liu, Zhengyuan Yang, John Corring, Yijuan Lu, Jianwei Yang, Dan Roth, Dinei A. F. Florêncio, Cha Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists.

Zhiyang Xu, Minqian Liu, Ying Shen, Joy Rimchala, Jiaxin Zhang, Qifan Wang, Yu Cheng, Lifu Huang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Lateralization LoRA: Interleaved Instruction Tuning with Modality-Specialized Adaptations.

Zhiyang Xu, Minqian Liu, Ying Shen, Joy Rimchala, Jiaxin Zhang, Qifan Wang, Yu Cheng, Lifu Huang

CoRR, 2024

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects.

Minqian Liu, Ying Shen, Zhiyang Xu, Yixin Cao, Eunah Cho, Vaibhav Kumar, Reza Ghanadan, Lifu Huang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Towards Effective Long Conversation Generation with Dynamic Topic Tracking and Recommendation.

Trevor Ashby, Adithya Kulkarni, Jingyuan Qi, Minqian Liu, Eunah Cho, Vaibhav Kumar, Lifu Huang

Proceedings of the 17th International Natural Language Generation Conference, 2024

Holistic Evaluation for Interleaved Text-and-Image Generation.

Minqian Liu, Zhiyang Xu, Zihao Lin, Trevor Ashby, Joy Rimchala, Jiaxin Zhang, Lifu Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes.

Barry Menglong Yao, Sijia Wang, Yu Chen, Qifan Wang, Minqian Liu, Zhiyang Xu, Licheng Yu, Lifu Huang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks.

Jingyuan Qi, Minqian Liu, Ying Shen, Zhiyang Xu, Lifu Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Individual Word Length Patterns for Fractional Factorial (Split-Plot) Designs.

Xiaoxue Han, Jianbin Chen, Jianfeng Yang, Minqian Liu

J. Syst. Sci. Complex., October, 2023

The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning.

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

CoRR, 2023

Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization.

Xiaochu Li, Minqian Liu, Zhiyang Xu, Lifu Huang

CoRR, 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models.

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction.

Minqian Liu, Lifu Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Co-attention network with label embedding for text classification.

Minqian Liu, Lizhao Liu, Junyi Cao, Qing Du

Neurocomputing, 2022

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection.

Minqian Liu, Shiyu Chang, Lifu Huang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Progressive Dialogue State Tracking for Multi-Domain Dialogue Systems.

Jiahao Wang, Minqian Liu, Xiaojun Quan

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Dynamic Extension Nets for Few-shot Semantic Segmentation.

Lizhao Liu, Junyi Cao, Minqian Liu, Yong Guo, Qi Chen, Mingkui Tan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2012

Multi-characters interaction based on honeycomb.

Wanliang Wang, Minqian Liu, Xin Wang

Proceedings of the 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, 2012