--- title: "Heshaam Faili · University of Tehran — author profile and papers" description: "Heshaam Faili, University of Tehran: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/heshaam-faili/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/heshaam-faili/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Heshaam Faili # Heshaam Faili Heshaam Faili has 2 papers in our library, in 2026, most of them on [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Mohammad Javad Dousti](https://md.research.elamur.ai/free/en/authors/mohammad-javad-dousti/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5134380580) · [**h-index 0**](https://openalex.org/authors/A5134380580) · [3 works](https://openalex.org/works?filter=author.id:A5134380580) · [0 citations](https://openalex.org/works?filter=author.id:A5134380580&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/heshaam-faili/#papers) · [⭐ Paper Stars ranking: #13602](https://md.research.elamur.ai/free/en/paper-stars/page/137/#star-13602) 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=Heshaam+Faili) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Heshaam+Faili) · [dblp](https://dblp.org/search?q=Heshaam+Faili) · [ACL Anthology](https://aclanthology.org/search/?q=Heshaam+Faili) ## Affiliations [🎓**University of Tehran** Tehran · Iran 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-tehran/) 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 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) 🧭 Topics 2 Research subjects and languages the work is about.[Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/heshaam-faili/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following](https://md.research.elamur.ai/free/en/papers/zarchi-2026-mdp-grpo-stabilized-group-relative/)** *(2026)* The paper tackles a weakness of GRPO when training LLMs to follow prompts that bundle several verifiable constraints, such as formatting, keywords, casing or exact endings. 2. **[SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases](https://md.research.elamur.ai/free/en/papers/safdarian-2026-schemagraphsql-efficient-schema-linking-pathfinding/)** *(2026)* Enterprise databases can contain hundreds of tables, so passing the whole schema to an LLM-based Text-to-SQL system wastes tokens and adds noise. ## Co-authors here 1 co-author with a page, the most papers together first. - [Mohammad Javad Dousti](https://md.research.elamur.ai/free/en/authors/mohammad-javad-dousti/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) Updated 2 November 2026