Linear System on Dimension-Varying State Space. - Daizhan Cheng; Hongsheng Qi; Zequn Liu (ICCA, 2018)

From STP to game-based control. - Daizhan Cheng; Hongsheng Qi; Zequn Liu (Sci. China Inf. Sci., 2018)

Early Prediction of Sepsis From Clinical Data via Heterogeneous Event Aggregation. - Luchen Liu; Haoxian Wu; Zichang Wang; Zequn Liu; Ming Zhang 004 (CinC, 2019)

Early Prediction of Sepsis From Clinical Datavia Heterogeneous Event Aggregation. - Luchen Liu; Haoxian Wu; Zichang Wang; Zequn Liu; Ming Zhang 004 (CoRR, 2019)

Learning to Customize Language Model for Generation-based dialog systems. - Yiping Song; Zequn Liu; Wei Bi; Rui Yan 001; Ming Zhang 004 (CoRR, 2019)

Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks. - Yiping Song; Zequn Liu; Wei Bi; Rui Yan 001; Ming Zhang 004 (ACL, 2020)

Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases. - Luchen Liu; Zequn Liu; Haoxian Wu; Zichang Wang; Jianhao Shen; Yiping Song; Ming Zhang 004 (AMIA, 2020)

When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications. - Zequn Liu; Ruiyi Zhang; Yiping Song; Ming Zhang 004 (CoRR, 2020)

Completeness and normal form of multi-valued logical functions. - Daizhan Cheng; Zequn Liu; Hongsheng Qi (J. Frankl. Inst., 2020)

Graphine: A Dataset for Graph-aware Terminology Definition Generation. - Zequn Liu; Shukai Wang; Yiyang Gu; Ruiyi Zhang; Ming Zhang 004; Sheng Wang 012 (EMNLP (1), 2021)

Pinning Control of Boolean Networks via Injection Mode. - Zequn Liu; Daizhan Cheng; Jiangbo Liu (IEEE Trans. Control. Netw. Syst., 2021)

MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks. - Zequn Liu; Kefei Duan; Junwei Yang; Hanwen Xu; Ming Zhang 004; Sheng Wang 012 (EMNLP, 2022)

Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation. - Junwei Yang; Zequn Liu; Ming Zhang 004; Sheng Wang 012 (NAACL-HLT (Findings), 2022)

Three-dimensional piecewise guidance strategy for multi-UAVs guaranteeing simultaneous arrival and field-of-view constraint. - Jun Zhou 020; Zequn Liu; Jianguo Guo; Zongyi Guo (Trans. Inst. Meas. Control, 2022)

MolXPT: Wrapping Molecules with Text for Generative Pre-training. - Zequn Liu; Wei Zhang; Yingce Xia; Lijun Wu 003; Shufang Xie 003; Tao Qin 001; Ming Zhang 004; Tie-Yan Liu (ACL (2), 2023)

Robust Dancer: Long-term 3D Dance Synthesis Using Unpaired Data. - Bin Feng; Tenglong Ao; Zequn Liu; Wei Ju 001; Libin Liu 002; Ming Zhang 004 (CoRR, 2023)

A Comprehensive Survey on Deep Graph Representation Learning. - Wei Ju 001; Zheng Fang 007; Yiyang Gu; Zequn Liu; Qingqing Long; Ziyue Qiao; Yifang Qin; Jianhao Shen; Fang Sun; Zhiping Xiao 001; Junwei Yang; Jingyang Yuan; et al. (CoRR, 2023)

Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs. - Wei Ju 001; Zequn Liu; Yifang Qin; Bin Feng; Chen Wang; Zhihui Guo; Xiao Luo 001; Ming Zhang 004 (Neural Networks, 2023)

Cross-Cultural Perspectives on Artificial Intelligence Generated Content (AIGC): A Comparative Study of Attitudes and Acceptance Among Global Products. - Zequn Liu; Zhe Chen (HCI (19), 2024)

A bioactivity foundation model using pairwise meta-learning. - Bin Feng; Zequn Liu; Nan-Lan Huang; Zhiping Xiao 001; Haomiao Zhang; Srbuhi Mirzoyan; Hanwen Xu; Jiaran Hao; Yinghui Xu; Ming Zhang 004; Sheng Wang 012 (Nat. Mac. Intell., 2024)

Poisoning medical knowledge using large language models. - Junwei Yang; Hanwen Xu; Srbuhi Mirzoyan; Tong Chen; Zixuan Liu 001; Zequn Liu; Wei Ju 001; Luchen Liu; Zhiping Xiao 001; Ming Zhang 004; Sheng Wang 012 (Nat. Mac. Intell., 2024)

A Comprehensive Survey on Deep Graph Representation Learning. - Wei Ju 001; Zheng Fang 007; Yiyang Gu; Zequn Liu; Qingqing Long; Ziyue Qiao; Yifang Qin; Jianhao Shen; Fang Sun; Zhiping Xiao 001; Junwei Yang; Jingyang Yuan; et al. (Neural Networks, 2024)

SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision. - Kangjie Zheng; Siyue Liang; Junwei Yang; Bin Feng; Zequn Liu; Wei Ju 001; Zhiping Xiao 001; Ming Zhang 004 (ICLR, 2025)

SD-MIL: Multiple instance learning with dual perception of scale and distance information fusion for whole slide image classification. - Yining Xie; Zequn Liu; Jiajun Chen; Wei Zhang 259; Jing Zhao; Jiayi Ma 001 (Expert Syst. Appl., 2025)

PHIM-MIL: Multiple instance learning with prototype similarity-guided feature fusion and hard instance mining for whole slide image classification. - Yining Xie; Zequn Liu; Jing Zhao; Jiayi Ma 001 (Inf. Fusion, 2025)

ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models. - Kangjie Zheng; Junwei Yang; Siyue Liang; Bin Feng; Zequn Liu; Wei Ju 001; Zhiping Xiao 001; Ming Zhang 004 (CoRR, 2025)

NatureLM: Deciphering the Language of Nature for Scientific Discovery. - Yingce Xia; Peiran Jin; Shufang Xie 003; Liang He 010; Chuan Cao; Renqian Luo; Guoqing Liu; Yue Wang 017; Zequn Liu; Yuan-Jyue Chen; Zekun Guo; Yeqi Bai; et al. (CoRR, 2025)