Dongxia Wang
Dongxia Wang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Jie Zhang, Tianjun Wei, Wenhai Wang.
OpenAlex · ORCID · Wikidata · h-index 1 · 13 works · 24 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #12911
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksDecision Sciences · 1 workInformation Systems · 1 workManagement Science and Operations Research · 1 workArtificial Intelligence · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 2Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation (2026 · 1 citation)
Recommender systems need realistic user simulators for offline evaluation, because online A/B tests are slow and raise privacy issues. - LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment (2026)
Safety-tuned LLMs fail in two opposite ways. They answer harmful prompts (jailbreak), and they refuse harmless ones (over-refusal). Existing vector steering methods only scale the strength of an "answer" direction, so improving one failure worsens the other. The authors trained per-layer SVMs on labeled samples and…
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