--- title: "Robby T. Tan — author profile and papers — Elamur Research" description: "Robby T. Tan, National University of Singapore: 2 papers on Elamur Research (2026), h-index 43 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/robby-t-tan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/robby-t-tan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Robby T. Tan # Robby T. Tan Robby T. Tan has 2 papers in our library, in 2026, most of them on [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/); often with [Yiming Chen](https://md.research.elamur.ai/free/en/authors/yiming-chen/), [Chen Zhang](https://md.research.elamur.ai/free/en/authors/chen-zhang/), [Haizhou Li](https://md.research.elamur.ai/free/en/authors/haizhou-li/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5103147507) · [ORCID](https://orcid.org/0000-0001-7532-6919) · [Wikidata](https://www.wikidata.org/wiki/Q131013311) · [**h-index 43**](https://openalex.org/authors/A5103147507) · [218 works](https://openalex.org/works?filter=author.id:A5103147507) · [11,770 citations](https://openalex.org/works?filter=author.id:A5103147507&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/robby-t-tan/#papers) · [🔗 Cited 105 times in our library](https://md.research.elamur.ai/free/en/authors/robby-t-tan/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8195](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8195) 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=Robby+T.+Tan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Robby+T.+Tan) · [dblp](https://dblp.org/search?q=Robby+T.+Tan) · [ACL Anthology](https://aclanthology.org/search/?q=Robby+T.+Tan) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2014–2026 · 94 papersEmployment since 2014 · Associate Professor, Electrical and Computer Engineering*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏢**Asus** Taipei · Taiwan 2024–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/companies/asus/) · [🎓**Yale-NUS College** Singapore · Singapore 2015–2023 · 48 papers](https://ror.org/04g9wch13) · [🎓**Utrecht University** Utrecht · Netherlands 2010–2016 · 17 papers](https://md.research.elamur.ai/free/en/universities/utrecht-university/) · [🎓**The University of Tokyo** Tokyo · Japan 2001–2008 · 12 papersEducation 2001–2004 · PhD](https://md.research.elamur.ai/free/en/universities/the-university-of-tokyo/) · [🎓**Singapore University of Social Sciences** Singapore · Singapore 2014–2021 · 8 papers](https://ror.org/01s57k749) · [🎓**Australian National University** Canberra · Australia 2005–2008 · 7 papers](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🔬**Data61** Sydney · Australia 2005–2008 · 5 papers](https://md.research.elamur.ai/free/en/labs/data61/) · [🎓**Universidad Politécnica de Madrid** Madrid · Spain 2024 · 2 papers](https://ror.org/03n6nwv02) · [🎓**Imperial College London** London · United Kingdom 2008 · 2 papers](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 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/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 1 Research subjects and languages the work is about.[Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/robby-t-tan/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[VoiceBench: Benchmarking LLM-Based Voice Assistants](https://md.research.elamur.ai/free/en/papers/chen-2026-voicebench-benchmarking-llm-based-voice/)** *(2026 · 74 citations)* Voice assistants built on audio-capable LLMs, such as GPT-4o-style systems, have had no common yardstick. Earlier work mostly reported ASR scores, anecdotal examples, or small spoken QA sets made from clean TTS audio. The authors address this with VoiceBench, an evaluation suite of 6,783 spoken instructions in eight… 2. **[CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks](https://md.research.elamur.ai/free/en/papers/jiang-2026-codejudgebench-benchmarking-llm-as-judge/)** *(2026 · 13 citations)* LLMs increasingly act as evaluators that compare, rank, or score code, yet little is known about how reliable they are in this role. ## All works 8 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. **[Deep Joint Rain Detection and Removal from a Single Image ↗](https://doi.org/10.1109/cvpr.2017.183) 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**Wenhan Yang et al.*2017 · 1,247 citations* 2. **[Rain Streak Removal Using Layer Priors ↗](https://doi.org/10.1109/cvpr.2016.299) 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**Yu Li et al.*2016 · 964 citations* 3. **[Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning ↗](https://doi.org/10.1109/cvpr.2019.00173) 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**Ruoteng Li, Loong Fah Cheong, Robby T. Tan*2019 · 404 citations* 4. **[Occlusion-Aware Networks for 3D Human Pose Estimation in Video ↗](https://doi.org/10.1109/iccv.2019.00081) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yu Cheng et al.*2019 · 228 citations* 5. **[Simultaneous video defogging and stereo reconstruction ↗](https://doi.org/10.1109/cvpr.2015.7299133) 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**Zhuwen Li et al.*2015 · 129 citations* 6. **[VoiceBench: Benchmarking LLM-Based Voice Assistants](https://md.research.elamur.ai/free/en/papers/chen-2026-voicebench-benchmarking-llm-based-voice/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yiming Chen, Xianghu Yue, Chen Zhang, et al.*2026 · 74 citations* 7. **[Adherent Raindrop Detection and Removal in Video ↗](https://doi.org/10.1109/cvpr.2013.138) 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**Shaodi You et al.*2013 · 71 citations* 8. **[CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks](https://md.research.elamur.ai/free/en/papers/jiang-2026-codejudgebench-benchmarking-llm-as-judge/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongchao Jiang, Yiming Chen, Yushi Cao, et al.*2026 · 13 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Yiming Chen](https://md.research.elamur.ai/free/en/authors/yiming-chen/) ×2 - [Chen Zhang](https://md.research.elamur.ai/free/en/authors/chen-zhang/) - [Haizhou Li](https://md.research.elamur.ai/free/en/authors/haizhou-li/) - [Hung-yi Lee](https://md.research.elamur.ai/free/en/authors/hung-yi-lee/) - [Xianghu Yue](https://md.research.elamur.ai/free/en/authors/xianghu-yue/) ## 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 ×5 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2026](https://md.research.elamur.ai/free/en/venues/tacl/2026/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 105 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/robby-t-tan/cited-by/). Updated 2 November 2026