Binyuan Hui

1.1k total citations
22 papers, 271 citations indexed

About

Binyuan Hui is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Binyuan Hui has authored 22 papers receiving a total of 271 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 7 papers in Computer Vision and Pattern Recognition and 6 papers in Information Systems. Recurrent topics in Binyuan Hui's work include Topic Modeling (11 papers), Natural Language Processing Techniques (9 papers) and Speech and dialogue systems (4 papers). Binyuan Hui is often cited by papers focused on Topic Modeling (11 papers), Natural Language Processing Techniques (9 papers) and Speech and dialogue systems (4 papers). Binyuan Hui collaborates with scholars based in China, United States and Hong Kong. Binyuan Hui's co-authors include Qinghua Hu, Pengfei Zhu, Yongbin Li, Fei Huang, Luo Si, Qilong Wang, Yu Wang, Bowen Qin, Meng Cao and Dawei Du and has published in prestigious journals such as IEEE Transactions on Cybernetics, Knowledge-Based Systems and IEEE Transactions on Multimedia.

In The Last Decade

Binyuan Hui

20 papers receiving 269 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Binyuan Hui China	9	214	90	56	22	21	22	271
Ian En-Hsu Yen United States	10	279 1.3×	92 1.0×	60 1.1×	15 0.7×	24 1.1×	24	327
Hiroyuki Shinnou Japan	7	227 1.1×	50 0.6×	81 1.4×	32 1.5×	16 0.8×	49	288
Xuming Hu China	11	283 1.3×	116 1.3×	57 1.0×	17 0.8×	10 0.5×	36	387
Baoxing Huai China	12	265 1.2×	85 0.9×	61 1.1×	15 0.7×	9 0.4×	31	348
Lukas Gianinazzi Switzerland	6	139 0.6×	51 0.6×	28 0.5×	30 1.4×	19 0.9×	14	225
Yongduo Sui China	7	187 0.9×	39 0.4×	44 0.8×	12 0.5×	15 0.7×	17	228
Ziyue Qiao China	8	173 0.8×	46 0.5×	39 0.7×	19 0.9×	24 1.1×	24	246
Huobin Tan China	4	214 1.0×	34 0.4×	201 3.6×	25 1.1×	13 0.6×	20	280
Chao Shao China	7	234 1.1×	106 1.2×	155 2.8×	34 1.5×	22 1.0×	14	350

Countries citing papers authored by Binyuan Hui

Since Specialization

Citations

This map shows the geographic impact of Binyuan Hui's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Binyuan Hui with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Binyuan Hui more than expected).

Fields of papers citing papers by Binyuan Hui

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Binyuan Hui. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Binyuan Hui. The network helps show where Binyuan Hui may publish in the future.

Co-authorship network of co-authors of Binyuan Hui

This figure shows the co-authorship network connecting the top 25 collaborators of Binyuan Hui. A scholar is included among the top collaborators of Binyuan Hui based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Binyuan Hui. Binyuan Hui is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Yang, Jian, Wei Zhang, S. Quan, et al.. (2025). Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning. 13121–13131.

Hui, Binyuan, et al.. (2024). Synthesizing Text-to-SQL Data from Weak and Strong LLMs. 7864–7875. 3 indexed citations

Hui, Binyuan, Xiaobo Xia, Jiaxi Yang, et al.. (2024). One-Shot Learning as Instruction Data Prospector for Large Language Models. 4586–4601. 4 indexed citations

Zhu, Pengfei, et al.. (2024). Multiview Deep Subspace Clustering Networks. IEEE Transactions on Cybernetics. 54(7). 4280–4293. 21 indexed citations

Hui, Binyuan, et al.. (2023). PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. 13402–13416. 1 indexed citations

Mao, Xiaofeng, et al.. (2023). Model Inversion Attack via Dynamic Memory Learning. 5614–5622. 3 indexed citations

Sun, Hao, Yang Li, Liwei Deng, et al.. (2023). History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. 3521–3533. 2 indexed citations

Li, Bowen, et al.. (2023). An Investigation of LLMs’ Inefficacy in Understanding Converse Relations. 6932–6953. 4 indexed citations

Hui, Binyuan, et al.. (2023). Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. 3515–3533. 2 indexed citations

10.

Hui, Binyuan, et al.. (2023). TrojanSQL: SQL Injection against Natural Language Interface to Database. 4344–4359. 1 indexed citations

11.

Hui, Binyuan, Lihan Wang, Min Yang, et al.. (2023). Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowledge-Based Systems. 262. 110264–110264.

12.

Li, Jinyang, Binyuan Hui, Reynold Cheng, et al.. (2023). Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. Proceedings of the AAAI Conference on Artificial Intelligence. 37(11). 13076–13084. 32 indexed citations

13.

Hui, Binyuan, et al.. (2023). Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. 174–184. 26 indexed citations

14.

Hui, Binyuan, et al.. (2023). SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. Proceedings of the AAAI Conference on Artificial Intelligence. 37(11). 13309–13317. 5 indexed citations

15.

Chen, Yuefeng, Yao Zhu, Binyuan Hui, et al.. (2023). Transaudio: Towards the Transferable Adversarial Audio Attack Via Learning Contextualized Perturbations. 1–5. 3 indexed citations

16.

Hui, Binyuan, et al.. (2022). S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. Findings of the Association for Computational Linguistics: ACL 2022. 1254–1262. 6 indexed citations

17.

Hui, Binyuan, Min Yang, Bowen Li, et al.. (2022). STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. 1235–1247. 9 indexed citations

18.

Zhu, Pengfei, et al.. (2022). Latent Heterogeneous Graph Network for Incomplete Multi-View Learning. IEEE Transactions on Multimedia. 25. 3033–3045. 33 indexed citations

19.

Hui, Binyuan, Ruiying Geng, Binhua Li, et al.. (2021). Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. Proceedings of the AAAI Conference on Artificial Intelligence. 35(14). 13116–13124. 26 indexed citations

20.

Hui, Binyuan, Pengfei Zhu, Qinghua Hu, & Qilong Wang. (2019). Self-Attention Relation Network for Few-Shot Learning. 198–203. 31 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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