--- title: "Heng Tao Shen · Tongji University — author profile and papers" description: "Heng Tao Shen, Tongji University: 2 papers on Elamur Research (2023–2026), h-index 92 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/heng-tao-shen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/heng-tao-shen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Heng Tao Shen # Heng Tao Shen Heng Tao Shen has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Yi Bin](https://md.research.elamur.ai/free/en/authors/yi-bin/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5052993469) · [ORCID](https://orcid.org/0000-0002-2999-2088) · [Wikidata](https://www.wikidata.org/wiki/Q130804778) · [**h-index 92**](https://openalex.org/authors/A5052993469) · [724 works](https://openalex.org/works?filter=author.id:A5052993469) · [32,697 citations](https://openalex.org/works?filter=author.id:A5052993469&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/heng-tao-shen/#papers) · [🔗 Cited 97 times in our library](https://md.research.elamur.ai/free/en/authors/heng-tao-shen/cited-by/) · [12 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7751](https://md.research.elamur.ai/free/en/paper-stars/page/78/#star-7751) 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=Heng+Tao+Shen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Heng+Tao+Shen) · [dblp](https://dblp.org/search?q=Heng+Tao+Shen) · [ACL Anthology](https://aclanthology.org/search/?q=Heng+Tao+Shen) ## Affiliations [🎓**University of Electronic Science and Technology of China** Chengdu · China 2015–2026 · 457 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) · [🎓**Tongji University** Shanghai · China 2023–2026 · 116 papers*current*](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**The University of Queensland** Brisbane · Australia 2004–2018 · 170 papersEmployment 2004–2017 · Professor, School of ITEE](https://md.research.elamur.ai/free/en/universities/the-university-of-queensland/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2021–2024 · 46 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**National University of Singapore** Singapore · Singapore 2000–2023 · 11 papersEducation 2000–2004 · PhD, Computer Science](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🔬**Data61** Sydney · Australia 2007–2010 · 5 papers](https://md.research.elamur.ai/free/en/labs/data61/) · [🎓**Hefei University of Technology** Hefei · China 2020–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/hefei-university-of-technology/) 🏛️**University of Electronic Sciecne and Technology of China** Chengdu · [China](https://md.research.elamur.ai/free/en/countries/china/) 2017Employment since 2017 · Professor, School of Computer Science and Technology From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [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/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/heng-tao-shen/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/heng-tao-shen/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction](https://md.research.elamur.ai/free/en/papers/he-2023-icl-d3ie-context-learning-diverse/)** *(2023 · 51 citations)* The paper investigates whether large language models can perform document information extraction (DIE) from visually rich documents (receipts, forms) through in-context learning alone, without fine-tuning. 2. **[RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering](https://md.research.elamur.ai/free/en/papers/ye-2026-riser-orchestrating-latent-reasoning-skills/)** *(2026 · 1 citation)* LLMs reason well in general but are uneven on specialised tasks. Fine-tuning fixes this at high cost and with the risk of forgetting. Existing activation steering usually adds one fixed vector at a hand-tuned strength. RISER, whose name reflects its use of a router that intervenes in the model to steer and improve… ## All works 14 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr52729.2023.00166) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yuhui Wu et al.*2023 · 210 citations* 2. **[Template-Based Math Word Problem Solvers with Recursive Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33017144) AAAI 2019 · no summary yet**Lei Wang et al.*2019 · 193 citations* 3. **[Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition ↗](https://doi.org/10.1109/cvpr.2019.00285) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yaping Zhang et al.*2019 · 143 citations* 4. **[Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.217) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xing Xu et al.*2017 · 127 citations* 5. **[Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey ↗](https://doi.org/10.1109/tkde.2023.3282921) IEEE Transactions on Knowledge and Data Engineering · no summary yet**Lei Zhu et al.*2023 · 125 citations* 6. **[Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation ↗](https://doi.org/10.1109/cvpr52729.2023.01036) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Feiyu Chen et al.*2023 · 97 citations* 7. **[Multi-attention Network for One Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.658) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Peng Wang et al.*2017 · 96 citations* 8. **[Meta Distribution Alignment for Generalizable Person Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.00252) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hao Ni et al.*2022 · 85 citations* 9. **[Optimal graph learning with partial tags and multiple features for image and video annotation ↗](https://doi.org/10.1109/cvpr.2015.7299066) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Lianli Gao et al.*2015 · 79 citations* 10. **[Attention-based LSTM with Semantic Consistency for Videos Captioning ↗](https://doi.org/10.1145/2964284.2967242) ACM International Conference on Multimedia (ACM MM) · no summary yet**Zhao Zhuang Guo et al.*2016 · 60 citations* 11. **[TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval ↗](https://doi.org/10.1609/aaai.v36i2.20136) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jialin Tian et al.*2022 · 57 citations* 12. **[Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion ↗](https://doi.org/10.1109/cvpr52733.2024.02538) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zixian Gao et al.*2024 · 56 citations* 13. **[ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction](https://md.research.elamur.ai/free/en/papers/he-2023-icl-d3ie-context-learning-diverse/) [IEEE/CVF International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/)**Jiabang He; Lei Wang; Yi Hu; Ning Liu; Hui Liu; Xing Xu;, Heng Tao Shen*2023 · 51 citations* 14. **[RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering](https://md.research.elamur.ai/free/en/papers/ye-2026-riser-orchestrating-latent-reasoning-skills/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wencheng Ye, Xiaoyang Yuan, Yi Bin, et al.*2026 · 1 citation* ## Co-authors here 1 co-author with a page, the most papers together first. - [Yi Bin](https://md.research.elamur.ai/free/en/authors/yi-bin/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×8 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [IEEE/CVF International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/): [ICCV 2023](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2023/) - AAAI 2019 - ACM International Conference on Multimedia (ACM MM) - IEEE Transactions on Knowledge and Data Engineering - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 97 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/heng-tao-shen/cited-by/). Updated 1 November 2026