Danni Liu

641 total citations
36 papers, 500 citations indexed

About

Danni Liu is a scholar working on Artificial Intelligence, Materials Chemistry and Renewable Energy, Sustainability and the Environment. According to data from OpenAlex, Danni Liu has authored 36 papers receiving a total of 500 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 7 papers in Materials Chemistry and 6 papers in Renewable Energy, Sustainability and the Environment. Recurrent topics in Danni Liu's work include Natural Language Processing Techniques (13 papers), Topic Modeling (10 papers) and Speech Recognition and Synthesis (8 papers). Danni Liu is often cited by papers focused on Natural Language Processing Techniques (13 papers), Topic Modeling (10 papers) and Speech Recognition and Synthesis (8 papers). Danni Liu collaborates with scholars based in China, Germany and United States. Danni Liu's co-authors include Xue‐Feng Yu, Paul K. Chu, Jiahong Wang, Hao Huang, Lie Wu, Lu Jiang, Chun Tang, Wenbo Lu, Abdullah M. Asiri and Jan Niehues and has published in prestigious journals such as Chemical Communications, Journal of Colloid and Interface Science and Small.

In The Last Decade

Danni Liu

29 papers receiving 484 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Danni Liu China 9 256 222 187 73 59 36 500
Guinan Li China 12 354 1.4× 287 1.3× 278 1.5× 77 1.1× 64 1.1× 33 678
Shreya Sharma India 18 152 0.6× 342 1.5× 433 2.3× 39 0.5× 144 2.4× 66 682
Yuxuan Tan China 14 357 1.4× 286 1.3× 419 2.2× 46 0.6× 21 0.4× 34 741
Jingjing Niu China 14 326 1.3× 192 0.9× 384 2.1× 18 0.2× 39 0.7× 32 622
Huaping Jia China 11 286 1.1× 368 1.7× 120 0.6× 53 0.7× 111 1.9× 33 557
Binhe Chen China 10 290 1.1× 239 1.1× 155 0.8× 36 0.5× 40 0.7× 14 388
Shizheng Zhou China 9 306 1.2× 128 0.6× 196 1.0× 16 0.2× 11 0.2× 18 426
Qifeng Cai China 9 252 1.0× 240 1.1× 247 1.3× 31 0.4× 16 0.3× 27 434
Binghong Wu China 17 467 1.8× 394 1.8× 120 0.6× 20 0.3× 17 0.3× 32 679

Countries citing papers authored by Danni Liu

Since Specialization
Citations

This map shows the geographic impact of Danni Liu'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 Danni Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Danni Liu more than expected).

Fields of papers citing papers by Danni Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Danni Liu. 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 Danni Liu. The network helps show where Danni Liu may publish in the future.

Co-authorship network of co-authors of Danni Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Danni Liu. A scholar is included among the top collaborators of Danni Liu 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 Danni Liu. Danni Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Liu, Danni, et al.. (2025). BCE YOLOv8: a novel YOLO model for brain tumor instance segmentation. Biomedical Physics & Engineering Express. 11(5). 55035–55035.
2.
3.
Liu, Danni & Jan Niehues. (2024). Recent Highlights in Multilingual and Multimodal Speech Translation. 235–253.
4.
Liu, Danni & Jan Niehues. (2024). How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models?. 334–348. 1 indexed citations
5.
6.
Solovyev, V. G., Danni Liu, & Jan Niehues. (2024). Language-Independent Representations Improve Zero-Shot Summarization. 772–782.
7.
Liu, Danni, Simon Reiß, Jueun Lee, et al.. (2024). SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading. 11592–11610. 4 indexed citations
8.
Kale, Alex, et al.. (2024). What Can Interactive Visualization Do for Participatory Budgeting in Chicago?. IEEE Transactions on Visualization and Computer Graphics. 31(1). 415–425.
9.
10.
Liu, Danni, et al.. (2023). KIT’s Multilingual Speech Translation System for IWSLT 2023. 113–122. 1 indexed citations
11.
Wang, Yübo, et al.. (2023). Music-to-Facial Expressions: Emotion-Based Music Visualization for the Hearing Impaired. Proceedings of the AAAI Conference on Artificial Intelligence. 37(13). 16096–16102. 1 indexed citations
12.
Sun, Mengmeng, Gehong Su, Zhiwei Lu, et al.. (2023). The mechanism of nanozyme activity of ZnO–Co3O4−v: Oxygen vacancy dynamic change and bilayer electron transfer pathway for wound healing and virtual reality revealing. Journal of Colloid and Interface Science. 650(Pt B). 1786–1800. 13 indexed citations
13.
Huber, Christian, et al.. (2023). End-to-End Evaluation for Low-Latency Simultaneous Speech Translation. 12–20. 3 indexed citations
14.
Liu, Danni, et al.. (2022). Tackling Data Scarcity in Speech Translation Using Zero-Shot Multilingual Machine Translation Techniques. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 30. 6222–6226. 3 indexed citations
15.
Liu, Danni, Jan Niehues, James Cross, Francisco Guzm án, & Xian Li. (2021). Improving Zero-Shot Translation by Disentangling Positional Information. Research Publications (Maastricht University). 21 indexed citations
16.
Liu, Danni, Gerasimos Spanakis, & Jan Niehues. (2020). Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection. Research Publications (Maastricht University). 3620–3624. 16 indexed citations
17.
Wen, Min, Danni Liu, Yihong Kang, et al.. (2018). Synthesis of high-quality black phosphorus sponges for all-solid-state supercapacitors. Materials Horizons. 6(1). 176–181. 64 indexed citations
18.
Wang, Can, Xi Yu, Lijuan Wang, Danni Liu, & Chunming Xu. (2017). Attribute reduction based on object concepts. 1802–1806.
19.
Shi, Wenxiao, Danni Liu, Jihong Wang, & Qi Li. (2015). Cross-Layer Aware Routing Protocol for Hybrid Wireless Mesh Networks. Journal of Communications. 2 indexed citations
20.
Liu, Danni, et al.. (2009). Fingerprints Matching Based on Quadrangle. 39. 1–4. 2 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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