--- title: "Jiri Gesi — author profile and papers — Elamur Research" description: "Jiri Gesi, Amazon: 3 papers on Elamur Research (2026), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jiri-gesi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiri-gesi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiri Gesi # Jiri Gesi Jiri Gesi has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Jing Huang](https://md.research.elamur.ai/free/en/authors/jing-huang/), [Tian Wang](https://md.research.elamur.ai/free/en/authors/tian-wang/), [Yuxuan Lu](https://md.research.elamur.ai/free/en/authors/yuxuan-lu/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5006496692) · [ORCID](https://orcid.org/0000-0002-1188-2921) · [Wikidata](https://www.wikidata.org/wiki/Q131197313) · [**h-index 5**](https://openalex.org/authors/A5006496692) · [32 works](https://openalex.org/works?filter=author.id:A5006496692) · [81 citations](https://openalex.org/works?filter=author.id:A5006496692&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jiri-gesi/#papers) · [🔗 Cited 78 times in our library](https://md.research.elamur.ai/free/en/authors/jiri-gesi/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9673](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9673) 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=Jiri+Gesi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiri+Gesi) · [dblp](https://dblp.org/search?q=Jiri+Gesi) · [ACL Anthology](https://aclanthology.org/search/?q=Jiri+Gesi) ## Affiliations [🏢**Amazon** Seattle · United States 2024–2026 · 4 papersEmployment*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of California, Irvine** Irvine · United States 2019–2024 · 5 papersEducation 2019–2024Employment 2019–2024 · Reseach Assistant, Informatics](https://md.research.elamur.ai/free/en/universities/university-of-california-irvine/) · [🏢**Ford Motor Company** Dearborn · United States 2017–2019Employment 2017–2019](https://md.research.elamur.ai/free/en/companies/ford-motor-company/) · [🎓**Xi'an Jiaotong University** Xi'an · China 2012–2016Education 2012–2016](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-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 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/jiri-gesi/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation](https://md.research.elamur.ai/free/en/papers/wang-2026-opera-dataset-observation-persona-rationale/)** *(2026 · 8 citations)* LLM agents can produce plausible web behavior, but it is hard to check whether they reproduce what a specific person would actually do. 2. **[On-Policy Self-Distillation for Efficient Diffusion Language Models with Early-Stage Calibration](https://md.research.elamur.ai/free/en/papers/zhu-2026-policy-self-distillation-efficient-diffusion/)** *(2026 · 2 citations)* Diffusion language models such as masked diffusion models (MDMs) decode many tokens in parallel. Their first decoding steps are unreliable because almost every position is still masked. Those early errors carry forward, lowering output quality. They also force the model to unmask only a few tokens per step, which… 3. **[Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents](https://md.research.elamur.ai/free/en/papers/wang-2026-trajectory2task-training-robust-tool-calling/)** *(2026 · 2 citations)* Tool-calling agents used in customer service often meet users whose requests lack key details, shift during the conversation, or break system policy. ## 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. **[Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction ↗](https://arxiv.org/abs/2508.03613) arXiv:2508.03613 · no summary yet**Yong Lin et al.*2025 · 67 citations* 2. **[OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation](https://md.research.elamur.ai/free/en/papers/wang-2026-opera-dataset-observation-persona-rationale/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziyi Wang, Yuxuan Lu, Wenbo Li, et al.*2026 · 8 citations* 3. **[On-Policy Self-Distillation for Efficient Diffusion Language Models with Early-Stage Calibration](https://md.research.elamur.ai/free/en/papers/zhu-2026-policy-self-distillation-efficient-diffusion/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Huaisheng Zhu, MingYu Liu, Junze Liu, et al.*2026 · 2 citations* 4. **[Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents](https://md.research.elamur.ai/free/en/papers/wang-2026-trajectory2task-training-robust-tool-calling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziyi Wang, Yuxuan Lu, Yimeng Zhang, et al.*2026 · 2 citations* ## Co-authors here 12 of 18 co-authors with a page, the most papers together first. - [Jing Huang](https://md.research.elamur.ai/free/en/authors/jing-huang/) ×2 - [Tian Wang](https://md.research.elamur.ai/free/en/authors/tian-wang/) ×2 - [Yuxuan Lu](https://md.research.elamur.ai/free/en/authors/yuxuan-lu/) ×2 - [Ziyi Wang](https://md.research.elamur.ai/free/en/authors/ziyi-wang/) ×2 - [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/) - [Chen Luo](https://md.research.elamur.ai/free/en/authors/chen-luo/) - [Dakuo Wang](https://md.research.elamur.ai/free/en/authors/dakuo-wang/) - [Hanqing Lu](https://md.research.elamur.ai/free/en/authors/hanqing-lu/) - [Houyu Zhang](https://md.research.elamur.ai/free/en/authors/houyu-zhang/) - [Pei Chen](https://md.research.elamur.ai/free/en/authors/pei-chen/) - [Qun Liu](https://md.research.elamur.ai/free/en/authors/qun-liu/) - [Xian Li](https://md.research.elamur.ai/free/en/authors/xian-li/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 78 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/jiri-gesi/cited-by/). Updated 31 October 2026