Publications & Preprints

Selected Papers

See full publication list here (* indicates equal contribution)

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
Zhiyang Xu*, Minqian Liu*, Ying Shen, Joy Rimchala, Jiaxin Zhang, Qifan Wang, Yu Cheng, Lifu Huang
In ICLR, 2025. [paper]

Holistic Evaluation for Interleaved Text-and-Image Generation
Minqian Liu, Zhiyang Xu, Zihao Lin, Trevor Ashby, Joy Rimchala, Jiaxin Zhang, Lifu Huang
In EMNLP (Main), 2024. [paper]
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
In NAACL (Main), 2024. [paper] [code]
MultiSript: Multimodal Sript Learning for Supporting Open Domain Everyday Tasks
Jingyuan Qi*, Minqian Liu*, Ying Shen, Zhiyang Xu, Lifu Huang
In AAAI, 2024. [paper] [code]

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction
Minqian Liu, Lifu Huang
In ACL (Findings), 2023. [paper] [code]
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
In EMNLP (Main, Oral), 2023. [paper] [code]

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
Minqian Liu, Shiyu Chang, Lifu Huang
In COLING, 2022. (Short) [paper] [code]
Dynamic Extension Nets for Few-shot Semantic Segmentation
Lizhao Liu*, Junyi Cao*, Minqian Liu*, Yong Guo*, Qi Chen*, Mingkui Tan
In ACM Multimedia, 2020. [paper] [code]