--- title: "Dong Shu · Northwestern University — author profile and papers" description: "Dong Shu, Northwestern University: 3 papers on Elamur Research (2024–2026), h-index 6 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/dong-shu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dong-shu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dong Shu # Dong Shu Dong Shu has 3 papers in our library, in 2024–2026, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Mengnan Du](https://md.research.elamur.ai/free/en/authors/mengnan-du/), [Huopu Zhang](https://md.research.elamur.ai/free/en/authors/huopu-zhang/), [Yanguang Liu](https://md.research.elamur.ai/free/en/authors/yanguang-liu/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5090044664) · [ORCID](https://orcid.org/0000-0003-1355-454X) · [**h-index 6**](https://openalex.org/authors/A5090044664) · [18 works](https://openalex.org/works?filter=author.id:A5090044664) · [331 citations](https://openalex.org/works?filter=author.id:A5090044664&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/dong-shu/#papers) · [🔗 Cited 89 times in our library](https://md.research.elamur.ai/free/en/authors/dong-shu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6510](https://md.research.elamur.ai/free/en/paper-stars/page/66/#star-6510) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Dong+Shu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dong+Shu) · [dblp](https://dblp.org/search?q=Dong+Shu) · [ACL Anthology](https://aclanthology.org/search/?q=Dong+Shu) ## Affiliations [🎓**Northwestern University** Evanston · United States 2024–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/northwestern-university/) · [🏢**Hyundai Motors** Seongnam-si · South Korea 2026 · 1 paper*current*](https://ror.org/016kvft77) · [🎓**Chung-Ang University** Seoul · South Korea 2019–2023 · 8 papers](https://md.research.elamur.ai/free/en/universities/chung-ang-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/accounting/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/dong-shu/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/dong-shu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[The Impact of Reasoning Step Length on Large Language Models](https://md.research.elamur.ai/free/en/papers/jin-2024-impact-reasoning-step-length-large/)** *(2024 · 119 citations)* Chain of Thought (CoT) prompting helps large language models reason, but it is unclear which part of a CoT prompt drives the gains. 2. **[FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models](https://md.research.elamur.ai/free/en/papers/shu-2026-finchart-bench-benchmarking-financial-chart/)** *(2026 · 3 citations)* Vision-language models have improved at reading charts, but financial charts, with dense layouts, time-series structure and specialist vocabulary, have received little dedicated evaluation. 3. **[FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction](https://md.research.elamur.ai/free/en/papers/shu-2026-fincall-surprise-large-scale-multi/)** *(2026 · 1 citation)* Forecasting whether a company's reported earnings per share will beat or miss market expectations can drive investment decisions. ## All works 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions ↗](https://doi.org/10.1109/iccv.2019.00396) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Dong Shu, Sungwoo Park, Junseok Kwon*2019 · 268 citations* 2. **[The Impact of Reasoning Step Length on Large Language Models](https://md.research.elamur.ai/free/en/papers/jin-2024-impact-reasoning-step-length-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Mingyu Jin, Qinkai Yu, Dong Shu, et al.*2024 · 119 citations* 3. **[FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models](https://md.research.elamur.ai/free/en/papers/shu-2026-finchart-bench-benchmarking-financial-chart/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dong Shu, Haoyang Yuan, Yuchen Wang, et al.*2026 · 3 citations* 4. **[FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction](https://md.research.elamur.ai/free/en/papers/shu-2026-fincall-surprise-large-scale-multi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dong Shu, Yanguang Liu, Huopu Zhang, et al.*2026 · 1 citation* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Mengnan Du](https://md.research.elamur.ai/free/en/authors/mengnan-du/) ×3 - [Huopu Zhang](https://md.research.elamur.ai/free/en/authors/huopu-zhang/) ×2 - [Yanguang Liu](https://md.research.elamur.ai/free/en/authors/yanguang-liu/) ×2 - [Haiyan Zhao](https://md.research.elamur.ai/free/en/authors/haiyan-zhao/) - [Mingyu Jin](https://md.research.elamur.ai/free/en/authors/mingyu-jin/) - [Qinkai Yu](https://md.research.elamur.ai/free/en/authors/qinkai-yu/) - [Wenyue Hua](https://md.research.elamur.ai/free/en/authors/wenyue-hua/) - [Yanda Meng](https://md.research.elamur.ai/free/en/authors/yanda-meng/) - [Yongfeng Zhang](https://md.research.elamur.ai/free/en/authors/yongfeng-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 89 times (of the 149,439 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dong-shu/cited-by/). Updated 1 November 2026