Junru Zhou

According to our database, Junru Zhou authored at least 23 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Roles of Physiological and Nonphysiological Information in Sun-Induced Chlorophyll Fluorescence Variations for Detecting Cotton Verticillium Wilt.

Junru Zhou, Changping Huang, Yaohui Gui, Mi Yang, Ze Zhang, Wenjiang Huang, Lifu Zhang, Qingxi Tong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors.

Junru Zhou, Cai Zhou, Xiyuan Wang, Pan Li, Muhan Zhang

CoRR, 2024

Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective.

Junru Zhou, Muhan Zhang

CoRR, 2024

An Efficient Subgraph GNN with Provable Substructure Counting Power.

Zuoyu Yan, Junru Zhou, Liangcai Gao, Zhi Tang, Muhan Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Efficiently Counting Substructures by Subgraph GNNs without Running GNN on Subgraphs.

Zuoyu Yan, Junru Zhou, Liangcai Gao, Zhi Tang, Muhan Zhang

CoRR, 2023

Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power.

Junru Zhou, Jiarui Feng, Xiyuan Wang, Muhan Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank.

Zuchao Li, Hai Zhao, Junru Zhou, Kevin Parnow, Shexia He

ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2022

HPSG-Inspired Joint Neural Constituent and Dependency Parsing in O($n^3$) Time Complexity.

Zuchao Li, Junru Zhou, Hai Zhao, Kevin Parnow

IEEE ACM Trans. Audio Speech Lang. Process., 2022

SG-Net: Syntax Guided Transformer for Language Representation.

Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Neural Character-Level Syntactic Parsing for Chinese.

Zuchao Li, Junru Zhou, Hai Zhao, Zhisong Zhang, Haonan Li, Yuqi Ju

J. Artif. Intell. Res., 2022

2021

Head-driven Phrase Structure Parsing in O($n^3$) Time Complexity.

Zuchao Li, Junru Zhou, Hai Zhao, Kevin Parnow

CoRR, 2021

Semantics-Aware Inferential Network for Natural Language Understanding.

Shuailiang Zhang, Hai Zhao, Junru Zhou, Xi Zhou, Xiang Zhou

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Semantics-Aware Inferential Network for Natural Language Understanding.

Shuailiang Zhang, Hai Zhao, Junru Zhou

CoRR, 2020

Parsing All: Syntax and Semantics, Dependencies and Spans.

Junru Zhou, Zuchao Li, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

LIMIT-BERT : Linguistics Informed Multi-Task BERT.

Junru Zhou, Zhuosheng Zhang, Hai Zhao, Shuailiang Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

SG-Net: Syntax-Guided Machine Reading Comprehension.

Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank.

Zuchao Li, Shexia He, Junru Zhou, Hai Zhao, Kevin Parnow, Rui Wang

CoRR, 2019

LIMIT-BERT : Linguistic Informed Multi-Task BERT.

Junru Zhou, Zhuosheng Zhang, Hai Zhao

CoRR, 2019

Concurrent Parsing of Constituency and Dependency.

Junru Zhou, Shuailiang Zhang, Hai Zhao

CoRR, 2019

SG-Net: Syntax-Guided Machine Reading Comprehension.

Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao

CoRR, 2019

Cross-Domain Transfer Learning for Dependency Parsing.

Zuchao Li, Junru Zhou, Hai Zhao, Rui Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Syntax-aware Transformer Encoder for Neural Machine Translation.

Sufeng Duan, Hai Zhao, Junru Zhou, Rui Wang

Proceedings of the International Conference on Asian Language Processing, 2019

Head-Driven Phrase Structure Grammar Parsing on Penn Treebank.

Junru Zhou, Hai Zhao

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019