About Me

I am currently a PhD candidate at the Department of Computing (COMP), The Hong Kong Polytechnic University (PolyU) , under the supervision of Prof. Wenqi Fan and Chair Prof. Qing Li. My research interest lies in AI4Science and Natural Language Processing. I am always welcoming collaboration from solid partners.

Research Interest

Selected Publications

ICLR 2026
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Enhancing Molecular Property Predictions by Learning from Bond Modelling and Interactions
Yunqing Liu, Yi Zhou, Wenqi Fan
The Fourteenth International Conference on Learning Representations (ICLR 2026)

EMNLP 2025
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GLProtein: Global-and-Local Structure Aware Protein Representation Learning badge-arxiv
Yunqing Liu, Wenqi Fan, Xiaoyong Wei, Qing Li
In Findings of the Association for Computational Linguistics: EMNLP 2025
Code

TKDE
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Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective badge-arxiv

Jiatong Li, Yunqing Liu*, Wenqi Fan, Xiao-Yong Wei, Hui Liu, Jiliang Tang, Qing Li
*Corresponding Author
IEEE Transactions on Knowledge and Data Engineering
Code 中文Chinese

Publications

ICLR 2026
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Enhancing Molecular Property Predictions by Learning from Bond Modelling and Interactions
Yunqing Liu, Yi Zhou, Wenqi Fan
The Fourteenth International Conference on Learning Representations (ICLR 2026)

ArXiv
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EMNLP 2025
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GLProtein: Global-and-Local Structure Aware Protein Representation Learning badge-arxiv
Yunqing Liu, Wenqi Fan, Xiaoyong Wei, Qing Li
In Findings of the Association for Computational Linguistics: EMNLP 2025
Code

ArXiv
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TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation badge-arxiv
Jiatong Li, Junxian Li, Yunqing Liu, Dongzhan Zhou, Qing Li

ArXiv
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MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts badge-arxiv
Jiatong Li, Junxian Li, Yunqing Liu, Dongzhan Zhou, Qing Li

TKDE
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Recommender Systems in the Era of Large Language Models (LLMs) badge-arxiv
Wenqi Fan, Zihuai Zhao, Jiatong Li, Yunqing Liu, Xiaowei Mei, Yiqi Wang, Jiliang Tang, Qing Li
IEEE Transactions on Knowledge and Data Engineering
Tutorial

TKDE
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Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective badge-arxiv

Jiatong Li, Yunqing Liu*, Wenqi Fan, Xiao-Yong Wei, Hui Liu, Jiliang Tang, Qing Li
*Corresponding Author
IEEE Transactions on Knowledge and Data Engineering
Code 中文Chinese

IJCAI 2023
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Generative Diffusion Models on Graphs: Methods and Applications badge-arxiv
Chengyi Liu, Wenqi Fan, Yunqing Liu, Jiatong Li, Hang Li, Hui Liu, Jiliang Tang, Qing Li
In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
中文Chinese Github Poster

EACL 2023
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Improving User Controlled Table-To-Text Generation Robustness badge-arxiv
Hanxu Hu, Yunqing Liu, Zhongyi Yu and Laura Perez-Beltrachini
In Findings of the Association for Computational Linguistics: EACL 2023
Code

Org. Lett.
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Late-Stage Photoredox C–H Amidation of N-Unprotected Indole Derivatives: Access to N-(Indol-2-yl)amides badge-doi
Yue Weng, Bo Ding, Yunqing Liu, Chunlan Song, Lo-Ying Chan, and Chien-Wei Chiang
Organic Letters, 2021, 23(7), 2710-2714

EurJOC
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Selective Photoredox Trifluoromethylation of Tryptophan-Containing Peptides badge-doi
Bo Ding, Yue Weng, Yunqing Liu, Chunlan Song, Le Yin, Jiafan Yuan, Yanrui Ren, Aiwen Lei, Chien-Wei Chiang
European Journal of Organic Chemistry, 2019, 46(12), 7596-7605

Education

Working Experience