--- title: "Fengbin Zhu — author profile and papers — Elamur Research" description: "Fengbin Zhu, National University of Singapore: 4 papers on Elamur Research (2021–2026), h-index 9 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/fengbin-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fengbin-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fengbin Zhu # Fengbin Zhu Fengbin Zhu has 4 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Fuli Feng](https://md.research.elamur.ai/free/en/authors/fuli-feng/), [Yang Zhang](https://md.research.elamur.ai/free/en/authors/yang-zhang/), [Chao Wang](https://md.research.elamur.ai/free/en/authors/chao-wang/). 4 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5029052244) · [ORCID](https://orcid.org/0000-0001-6776-2040) · [Wikidata](https://www.wikidata.org/wiki/Q130948973) · [**h-index 9**](https://openalex.org/authors/A5029052244) · [69 works](https://openalex.org/works?filter=author.id:A5029052244) · [514 citations](https://openalex.org/works?filter=author.id:A5029052244&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/#papers) · [🔗 Cited 235 times in our library](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/cited-by/) · [⭐ Paper Stars ranking: #4233](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4233) 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=Fengbin+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fengbin+Zhu) · [dblp](https://dblp.org/search?q=Fengbin+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Fengbin+Zhu) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2021–2026 · 54 papersEducation · Computer Science*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) 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 9 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/year/2025/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance](https://md.research.elamur.ai/free/en/papers/zhu-2021-tat-qa-question-answering-benchmark/)** *(2021 · 397 citations)* Most question answering research handles text, knowledge bases or tables separately. Real documents such as corporate financial reports mix numeric tables with prose that explains or adds to them. This paper introduces TAT-QA, a benchmark built from such reports. Each context pairs one table with at least two related… 2. **[Latent Inter-User Difference Modeling for LLM Personalization](https://md.research.elamur.ai/free/en/papers/qiu-2025-latent-inter-user-difference-modeling/)** *(2025 · 12 citations)* Most LLM personalization conditions generation on a user's own history. However, what makes someone distinctive is how they deviate from other people. An earlier method, DPL, asked the LLM to compare users in natural language. That comparison is hard to steer and fills the prompt with other users' raw text. 3. **[PERM: Psychology-grounded Empathetic Reward Modeling for Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-perm-psychology-grounded-empathetic-reward/)** *(2026 · 8 citations)* LLMs used in emotionally sensitive settings often give generic or overly solution-focused replies instead of real emotional support. 4. **[TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards](https://md.research.elamur.ai/free/en/papers/xiong-2026-trojail-trajectory-level-optimization-multi/)** *(2026 · 3 citations)* The paper addresses training automated attackers that break the safety guardrails of black-box LLMs over several dialogue turns. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Fuli Feng](https://md.research.elamur.ai/free/en/authors/fuli-feng/) ×4 - [Yang Zhang](https://md.research.elamur.ai/free/en/authors/yang-zhang/) ×2 - [Chao Wang](https://md.research.elamur.ai/free/en/authors/chao-wang/) - [Moxin Li](https://md.research.elamur.ai/free/en/authors/moxin-li/) - [Qifan Wang](https://md.research.elamur.ai/free/en/authors/qifan-wang/) - [Shuo Zhang](https://md.research.elamur.ai/free/en/authors/shuo-zhang/) - [Tat-Seng Chua](https://md.research.elamur.ai/free/en/authors/tat-seng-chua/) - [Wenjie Wang](https://md.research.elamur.ai/free/en/authors/wenjie-wang/) - [Wenqiang Lei](https://md.research.elamur.ai/free/en/authors/wenqiang-lei/) - [Wentao Shi](https://md.research.elamur.ai/free/en/authors/wentao-shi/) - [Zhuo Liu](https://md.research.elamur.ai/free/en/authors/zhuo-liu/) ## 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/), [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - [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/) - [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 235 times (of the 149,439 papers whose bibliographies we read); [55 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fengbin-zhu/cited-by/). Updated 31 October 2026