--- title: "Tong Wu · Sun Yat-sen University — author profile and papers" description: "Tong Wu, Sun Yat-sen University: 4 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/tong-wu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tong-wu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tong Wu # Tong Wu Tong Wu has 4 papers in our library, in 2025–2026, most of them on [Word sense disambiguation](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Huizhi(elly) Liang](https://md.research.elamur.ai/free/en/authors/huizhi-elly-liang/), [Deyi Xiong](https://md.research.elamur.ai/free/en/authors/deyi-xiong/), [Nicolay Rusnachenko](https://md.research.elamur.ai/free/en/authors/nicolay-rusnachenko/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5139796445) · [**h-index 0**](https://openalex.org/authors/A5139796445) · [3 works](https://openalex.org/works?filter=author.id:A5139796445) · [0 citations](https://openalex.org/works?filter=author.id:A5139796445&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/tong-wu/#papers) · [🔗 Cited 19 times in our library](https://md.research.elamur.ai/free/en/authors/tong-wu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8119](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8119) 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=Tong+Wu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tong+Wu) · [dblp](https://dblp.org/search?q=Tong+Wu) · [ACL Anthology](https://aclanthology.org/search/?q=Tong+Wu) ## Affiliations [🎓**Sun Yat-sen University** Guangzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 5 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Word sense disambiguation · 1 work](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/tong-wu/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/tong-wu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents](https://md.research.elamur.ai/free/en/papers/jia-2025-task-shield-enforcing-task-alignment/)** *(2025 · 27 citations)* LLM agents that call tools can be hijacked by indirect prompt injection, where an attacker hides instructions in web pages, documents or tool outputs that the agent reads. 2. **[Automated Progressive Red Teaming](https://md.research.elamur.ai/free/en/papers/jiang-2025-automated-progressive-red-teaming/)** *(2025 · 10 citations)* Human red teaming of LLMs works but is slow and costly, and most automated attackers either stay frozen or never learn from the target model's feedback. 3. **[NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression](https://md.research.elamur.ai/free/en/papers/wu-2026-ncl-bu-semeval-2026-task/)** *(2026 · 1 citation)* This paper reports a system for SemEval-2026 Task 3 (DimABSA), Track A, Subtask 1. In this subtask, each aspect mentioned in a sentence receives two continuous scores, valence and arousal, on a 1–9 scale, rather than a categorical polarity label. The authors fine-tune XLM-RoBERTa-base on input pairs of the form… 4. **[NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating](https://md.research.elamur.ai/free/en/papers/wu-2026-ncl-uor-semeval-2026-task/)** *(2026 · 1 citation)* This SemEval-2026 Task 5 system paper tackles graded word sense plausibility. Given a five-sentence English story from the AmbiStory dataset with an ambiguous homonym and a candidate sense, a system must predict how plausible human annotators find that sense on a 1–5 scale. The authors compare three families of… ## All works 5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents](https://md.research.elamur.ai/free/en/papers/jia-2025-task-shield-enforcing-task-alignment/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Feiran Jia, Tong Wu, Xin Qin, et al.*2025 · 27 citations* 2. **[Automated Progressive Red Teaming](https://md.research.elamur.ai/free/en/papers/jiang-2025-automated-progressive-red-teaming/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Bojian Jiang, Yi Jing, Tong Wu, et al.*2025 · 10 citations* 3. **[NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression](https://md.research.elamur.ai/free/en/papers/wu-2026-ncl-bu-semeval-2026-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Tong Wu, Nicolay Rusnachenko, Huizhi(elly) Liang*2026 · 1 citation* 4. **[NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating](https://md.research.elamur.ai/free/en/papers/wu-2026-ncl-uor-semeval-2026-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Tong Wu, Thanet Markchom, Huizhi(elly) Liang*2026 · 1 citation* 5. **[Targeting the Needle, Ignoring the Haystack: Anchoring Crucial Cues for Evolving Scam Call Detection via an LLM-Assisted Classifier ↗](https://aclanthology.org/2026.findings-acl.1025/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Tong Wu et al.*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Huizhi(elly) Liang](https://md.research.elamur.ai/free/en/authors/huizhi-elly-liang/) ×2 - [Deyi Xiong](https://md.research.elamur.ai/free/en/authors/deyi-xiong/) - [Nicolay Rusnachenko](https://md.research.elamur.ai/free/en/authors/nicolay-rusnachenko/) - [Qing Yang](https://md.research.elamur.ai/free/en/authors/qing-yang/) - [Tianhao Shen](https://md.research.elamur.ai/free/en/authors/tianhao-shen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/) ×2: [SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/) ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 19 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/tong-wu/cited-by/). Updated 1 November 2026