🧑‍🔬 Yonghui Yang

🏛️ Affiliations

🎓Hefei University of TechnologyHefei · China2019–2026 · 24 papersEducationcurrent🎓National University of SingaporeSingapore · Singapore2026 · 6 paperscurrent🎓University of Science and Technology LiaoningAnshan · China2008–2025 · 10 papers🎓National Institute for Environmental StudiesTsukuba · Japan2004–2006 · 3 papers🔬China Academy of Engineering PhysicsMianyang · China2016–2025 · 2 papers🎓Tsinghua UniversityBeijing · China2021–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed.

🧭 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. Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning (2026 · 2 citations)
   Unlearning methods for LLMs aim to erase private or copyrighted knowledge without retraining. Most of them, such as GA and NPO, push down likelihoods over every token of a response and across the whole vocabulary. This wastes compute and harms general ability. The authors propose PALU (Prefix-Aware Localized…
2. Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation (2026)
   Large vision-language models (LVLMs) often describe things that are not in the image. Representation-editing fixes are cheaper than fine-tuning on curated data, but they tend to damage general output quality, causing repetitive or incoherent text. The authors trace this damage to two causes. First, the extracted…

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetYonghui Yang et al.2021 · 111 citations
2. Joint Item Recommendation and Attribute Inference ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetLe Wu et al.2020 · 101 citations
3. Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM UnlearningAnnual Meeting of the Association for Computational Linguistics (ACL)Naixin Zhai, Pengyang Shao, Binbin Zheng, et al.2026 · 2 citations
4. Mitigating Hallucinations in Large Vision-Language Models without Performance DegradationAnnual Meeting of the Association for Computational Linguistics (ACL)Xingyu Zhu, Junfeng Fang, Shuo Wang, et al.2026

🤝 Co-authors here

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

• Binbin Zheng
• Junfeng Fang
• Long Bai
• Shuo Wang
• Xiangnan He
• Xingyu Zhu
• Xun Yang

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) ×2: ACL 2026 ×2
• International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) ×2

🔗 Cited by

Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated 2 November 2026

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