🧑‍🔬 Qiong Wu

🏛️ Affiliations

🏢AT&TBedminster · United States2026 · 1 papercurrent🎓Xiamen UniversityXiamen · China2026 · 1 papercurrent

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification (2026 · 1 citation)
   Knowledge-based VQA requires facts that the image alone does not show. Multimodal LLMs often fail at it because they must recognise the exact real-world entity and then find the right supporting passage. The authors argue that most MM-RAG pipelines merge these two grounding steps into one costly, trained multimodal…
2. Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation (2026)
   Evaluating question answering (QA) outputs from LLMs at scale is hard. Lexical metrics such as EM, F1 or BLEU miss semantic equivalence. LLM-as-a-Judge setups based on commercial APIs are slow and expensive and rarely explain why an answer failed. HiEval addresses both problems with two models trained in sequence…

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Dongyan Zhao
• Kai He
• Qian Ma
• Shuai Zhao
• Yao Ma
• Zhen Li

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2

Updated 2 November 2026

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