Temporal Pyramid Recurrent Neural Network. - Qianli Ma 001; Zhenxi Lin; Enhuan Chen; Garrison W. Cottrell (AAAI, 2020)

MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification. - Qianli Ma 001; Zhenxi Lin; Jiangyue Yan; Zipeng Chen; Liuhong Yu (EMNLP (1), 2020)

Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification. - Haibin Chen; Qianli Ma 001; Zhenxi Lin; Jiangyue Yan (ACL/IJCNLP (1), 2021)

A Span-based Dynamic Local Attention Model for Sequential Sentence Classification. - Xichen Shang; Qianli Ma 001; Zhenxi Lin; Jiangyue Yan; Zipeng Chen (ACL/IJCNLP (2), 2021)

OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. - Yuejia Xiang; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Zhenxi Lin; Yefeng Zheng 001 (ACL/IJCNLP (Findings), 2021)

CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning. - Zhenxi Lin; Qianli Ma 001; Jiangyue Yan; Jieyu Chen (EMNLP (1), 2021)

Time-Aware Multi-Scale RNNs for Time Series Modeling. - Zipeng Chen; Qianli Ma 001; Zhenxi Lin (IJCAI, 2021)

Corpus-Aware Graph Aggregation Network for Sequence Labeling. - Haibin Chen; Qianli Ma 001; Liuhong Yu; Zhenxi Lin; Jiangyue Yan (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Deformable Self-Attention for Text Classification. - Qianli Ma 001; Jiangyue Yan; Zhenxi Lin; Liuhong Yu; Zipeng Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Convolutional Multitimescale Echo State Network. - Qianli Ma 001; Enhuan Chen; Zhenxi Lin; Jiangyue Yan; Zhiwen Yu 002; Wing W. Y. Ng (IEEE Trans. Cybern., 2021)

Probing the Impacts of Visual Context in Multimodal Entity Alignment. - Yinghui Shi; Meng Wang; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (APWeb/WAIM (2), 2022)

Multi-modal Contrastive Representation Learning for Entity Alignment. - Zhenxi Lin; Ziheng Zhang; Meng Wang; Yinghui Shi; Xian Wu 001; Yefeng Zheng 001 (COLING, 2022)

Relation-aware Ensemble Learning for Knowledge Graph Embedding. - Ling Yue; Yongqi Zhang; Quanming Yao; Yong Li 008; Xian Wu 001; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (EMNLP, 2023)

Emerging drug interaction prediction enabled by a flow-based graph neural network with biomedical network. - Yongqi Zhang; Quanming Yao; Ling Yue; Xian Wu 001; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (Nat. Comput. Sci., 2023)

Perturbation-Based Self-Supervised Attention for Attention Bias in Text Classification. - Huawen Feng; Zhenxi Lin; Qianli Ma 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Probing the Impacts of Visual Context in Multimodal Entity Alignment. - Meng Wang; Yinghui Shi; Han Yang; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (Data Sci. Eng., 2023)

Sequence labeling with MLTA: Multi-level topic-aware mechanism. - Qianli Ma 001; Liuhong Yu; Haibin Chen; Jiangyue Yan; Zhenxi Lin (Inf. Sci., 2023)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Wanyu Wang; Yuyang Ye 002; Xiangyu Zhao 001; Enhong Chen; Yefeng Zheng 001 (CIKM, 2024)

Biomedical Entity Linking as Multiple Choice Question Answering. - Zhenxi Lin; Ziheng Zhang; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. - Derong Xu; Ziheng Zhang; Zhenxi Lin; Xian Wu 001; Zhihong Zhu; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (LREC/COLING, 2024)

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (EMNLP (Findings), 2024)

Improving Biomedical Entity Linking with Retrieval-Enhanced Learning. - Zhenxi Lin; Ziheng Zhang; Xian Wu 001; Yefeng Zheng 001 (ICASSP, 2024)

MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey. - Xian Wu 001; Yutian Zhao; Yunyan Zhang; Jiageng Wu; Zhihong Zhu; Yingying Zhang; Yi Ouyang; Ziheng Zhang; Huimin Wang; Zhenxi Lin; Jie Yang 039; Shuang Zhao; et al. (NeurIPS, 2024)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (CoRR, 2024)

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. - Derong Xu; Xinhang Li 002; Ziheng Zhang; Zhenxi Lin; Zhihong Zhu; Zhi Zheng 008; Xian Wu 001; Xiangyu Zhao 001; Tong Xu 001; Enhong Chen (AAAI, 2025)

A Survey on Foundation Language Models for Single-cell Biology. - Fan Zhang; Hao Chen 011; Zhihong Zhu; Ziheng Zhang; Zhenxi Lin; Ziyue Qiao; Yefeng Zheng 001; Xian Wu 001 (ACL (1), 2025)

How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs. - Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001; Xian Wu 001 (WWW, 2025)