--- title: "Siyue Zhang — author profile and papers — Elamur Research" description: "Siyue Zhang, Nanyang Technological University: 4 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/siyue-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/siyue-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Siyue Zhang # Siyue Zhang Siyue Zhang has 4 papers in our library, in 2025–2026, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/), [Tingyu Song](https://md.research.elamur.ai/free/en/authors/tingyu-song/), [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5139811067) · [**h-index 0**](https://openalex.org/authors/A5139811067) · [3 works](https://openalex.org/works?filter=author.id:A5139811067) · [0 citations](https://openalex.org/works?filter=author.id:A5139811067&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/siyue-zhang/#papers) · [🔗 Cited 8 times in our library](https://md.research.elamur.ai/free/en/authors/siyue-zhang/cited-by/) · [⭐ Paper Stars ranking: #11113](https://md.research.elamur.ai/free/en/paper-stars/page/112/#star-11113) 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=Siyue+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Siyue+Zhang) · [dblp](https://dblp.org/search?q=Siyue+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Siyue+Zhang) ## Affiliations [🎓**Nanyang Technological University** Singapore · Singapore 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/nanyang-technological-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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 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/) · [Information retrieval & search · 3 works](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/siyue-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/siyue-zhang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective](https://md.research.elamur.ai/free/en/papers/zhang-2025-diffusion-vs-autoregressive-language-models/)** *(2025 · 10 citations)* Embedding models built on decoder-only LLMs have become very strong. However, they inherit causal attention from pre-training: each token's representation ignores everything that follows it. This is a poor fit for embedding tasks, which benefit from seeing the whole text at once. The authors propose DiffEmbed, which… 2. **[A Survey of Reasoning-Intensive Retrieval: Progress and Challenges](https://md.research.elamur.ai/free/en/papers/wei-2026-survey-reasoning-intensive-retrieval-progress/)** *(2026)* This survey maps the emerging field of Reasoning-Intensive Retrieval (RIR). In RIR, a document counts as relevant because of an implicit chain of inference linking it to the query, not because the two share words or meaning. One example: finding text on how dissolved salt behaves when seawater is boiled, in answer to… 3. **[Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing](https://md.research.elamur.ai/free/en/papers/song-2026-rethinking-composed-image-retrieval-evaluation/)** *(2026)* Existing Composed Image Retrieval (CIR) benchmarks such as CIRR, FashionIQ and CIRCO cover few modification types and have overlapping category labels. 4. **[Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems](https://md.research.elamur.ai/free/en/papers/zhao-2026-rethinking-reasoning-intensive-retrieval-evaluating/)** *(2026)* Retrievers inside agentic deep-research pipelines need to supply a complementary set of evidence that covers every part of a reasoning problem, not just one topically similar passage. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/) ×4 - [Tingyu Song](https://md.research.elamur.ai/free/en/authors/tingyu-song/) ×3 - [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/) ×2 - [Chen Zhao](https://md.research.elamur.ai/free/en/authors/chen-zhao/) ×2 - [Anh Tuan Luu](https://md.research.elamur.ai/free/en/authors/anh-tuan-luu/) - [Dingkun Long](https://md.research.elamur.ai/free/en/authors/dingkun-long/) - [Jinbiao Wei](https://md.research.elamur.ai/free/en/authors/jinbiao-wei/) - [Mingxin Li](https://md.research.elamur.ai/free/en/authors/mingxin-li/) - [Pengjun Xie](https://md.research.elamur.ai/free/en/authors/pengjun-xie/) - [Shu Wu](https://md.research.elamur.ai/free/en/authors/shu-wu/) - [Yanzhao Zhang](https://md.research.elamur.ai/free/en/authors/yanzhao-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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×3 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/siyue-zhang/cited-by/). Updated 2 November 2026