Zequn Liu

36 papers A* 4Misc 1Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deciphering Scientific Reasoning Steps from Outcome Data for Molecule Optimization.
CoRR
Zequn Liu, Kehan Wu, Shufang Xie, Zekun Guo, Wei Zhang, Tao Qin, Renhe Liu, Yingce Xia
2026 J jnl
MAP-MIL: Dual-branch collaborative learning of mask enhancement and pseudo-bag generation for whole slide image classification.
Expert Syst. Appl.
Zequn Liu, Liangkuan Zhu, Jiajun Chen, Xiaoyu Lin, Yining Xie, Jing Zhao, Jiayi Ma
2026 J jnl
STAGE: A Benchmark for Knowledge Graph Construction, Question Answering, and In-Script Role-Playing over Movie Screenplays.
CoRR
Qiuyu Tian, Yiding Li, Fengyi Chen, Zequn Liu, Youyong Kong, Fan Guo, Yuyao Li, Jinjing Shen, Zhijing Xie, Yiyun Luo, Xin Zhang
2025 A* conf
ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models.
ICML
Kangjie Zheng, Junwei Yang, Siyue Liang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
2025 J jnl
ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models.
CoRR
Kangjie Zheng, Junwei Yang, Siyue Liang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
2025 J jnl
NatureLM: Deciphering the Language of Nature for Scientific Discovery.
CoRR
Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Ziheng Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jianwei Zhu, Kehan Wu, Wei Zhang, Kaiyuan Gao, Qizhi Pei, Qian Wang, Xixian Liu, Yanting Li, Houtian Zhu, Yeqing Lu, Mingqian Ma, Zun Wang, Tian Xie, Krzysztof Maziarz, Marwin H. S. Segler, Zhao Yang, Zilong Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tie-Yan Liu, Haiguang Liu, Tao Qin
2025 J jnl
PHIM-MIL: Multiple instance learning with prototype similarity-guided feature fusion and hard instance mining for whole slide image classification.
Inf. Fusion
Yining Xie, Zequn Liu, Jing Zhao, Jiayi Ma
2025 J jnl
SD-MIL: Multiple instance learning with dual perception of scale and distance information fusion for whole slide image classification.
Expert Syst. Appl.
Yining Xie, Zequn Liu, Jiajun Chen, Wei Zhang, Jing Zhao, Jiayi Ma
2025 A* conf
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision.
ICLR
Kangjie Zheng, Siyue Liang, Junwei Yang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
2024 J jnl
A Comprehensive Survey on Deep Graph Representation Learning.
Neural Networks
Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, Qingqing Long, Ziyue Qiao, Yifang Qin, Jianhao Shen, Fang Sun, Zhiping Xiao, Junwei Yang, Jingyang Yuan, Yusheng Zhao, Yifan Wang, Xiao Luo, Ming Zhang
2024 J jnl
A bioactivity foundation model using pairwise meta-learning.
Nat. Mac. Intell.
Bin Feng, Zequn Liu, Nan-Lan Huang, Zhiping Xiao, Haomiao Zhang, Srbuhi Mirzoyan, Hanwen Xu, Jiaran Hao, Yinghui Xu, Ming Zhang, Sheng Wang
2024 — conf
Cross-Cultural Perspectives on Artificial Intelligence Generated Content (AIGC): A Comparative Study of Attitudes and Acceptance Among Global Products.
HCI (19)
Zequn Liu, Zhe Chen
2024 J jnl
Poisoning medical knowledge using large language models.
Nat. Mac. Intell.
Junwei Yang, Hanwen Xu, Srbuhi Mirzoyan, Tong Chen, Zixuan Liu, Zequn Liu, Wei Ju, Luchen Liu, Zhiping Xiao, Ming Zhang, Sheng Wang
2024 J jnl
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision.
CoRR
Kangjie Zheng, Siyue Liang, Junwei Yang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
2023 J jnl
A Comprehensive Survey on Deep Graph Representation Learning.
CoRR
Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, Qingqing Long, Ziyue Qiao, Yifang Qin, Jianhao Shen, Fang Sun, Zhiping Xiao, Junwei Yang, Jingyang Yuan, Yusheng Zhao, Xiao Luo, Ming Zhang
2023 J jnl
Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs.
Neural Networks
Wei Ju, Zequn Liu, Yifang Qin, Bin Feng, Chen Wang, Zhihui Guo, Xiao Luo, Ming Zhang
2023 — conf
MolXPT: Wrapping Molecules with Text for Generative Pre-training.
ACL (2)
Zequn Liu, Wei Zhang, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Ming Zhang, Tie-Yan Liu
2023 J jnl
MolXPT: Wrapping Molecules with Text for Generative Pre-training.
CoRR
Zequn Liu, Wei Zhang, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Ming Zhang, Tie-Yan Liu
2023 J jnl
Robust Dancer: Long-term 3D Dance Synthesis Using Unpaired Data.
CoRR
Bin Feng, Tenglong Ao, Zequn Liu, Wei Ju, Libin Liu, Ming Zhang
2022 A* conf
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks.
EMNLP
Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang
2022 J jnl
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks.
CoRR
Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang
2022 — conf
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation.
NAACL-HLT (Findings)
Junwei Yang, Zequn Liu, Ming Zhang, Sheng Wang
2022 J jnl
Three-dimensional piecewise guidance strategy for multi-UAVs guaranteeing simultaneous arrival and field-of-view constraint.
Trans. Inst. Meas. Control
Jun Zhou, Zequn Liu, Jianguo Guo, Zongyi Guo
2021 — conf
Graphine: A Dataset for Graph-aware Terminology Definition Generation.
EMNLP (1)
Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang
2021 J jnl
Graphine: A Dataset for Graph-aware Terminology Definition Generation.
CoRR
Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang
2021 J jnl
Pinning Control of Boolean Networks via Injection Mode.
IEEE Trans. Control. Netw. Syst.
Zequn Liu, Daizhan Cheng, Jiangbo Liu
2020 J jnl
Completeness and normal form of multi-valued logical functions.
J. Frankl. Inst.
Daizhan Cheng, Zequn Liu, Hongsheng Qi
2020 A* conf
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks.
ACL
Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang
2020 Misc conf
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases.
AMIA
Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang
2020 J jnl
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases.
CoRR
Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang
2020 J jnl
When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications.
CoRR
Zequn Liu, Ruiyi Zhang, Yiping Song, Ming Zhang
2019 — conf
Early Prediction of Sepsis From Clinical Data via Heterogeneous Event Aggregation.
CinC
Luchen Liu, Haoxian Wu, Zichang Wang, Zequn Liu, Ming Zhang
2019 J jnl
Early Prediction of Sepsis From Clinical Datavia Heterogeneous Event Aggregation.
CoRR
Luchen Liu, Haoxian Wu, Zichang Wang, Zequn Liu, Ming Zhang
2019 J jnl
Learning to Customize Language Model for Generation-based dialog systems.
CoRR
Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang
2018 J jnl
From STP to game-based control.
Sci. China Inf. Sci.
Daizhan Cheng, Hongsheng Qi, Zequn Liu
2018 — conf
Linear System on Dimension-Varying State Space.
ICCA
Daizhan Cheng, Hongsheng Qi, Zequn Liu