Zhu Wang
Zhu Wang has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Chuang Zhou, Jiahe Du, Shengyuan Chen.
OpenAlex · ORCID · Wikidata · h-index 32 · 204 works · 4,440 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #9986
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workBusiness, Management and Accounting · 1 workEngineering · 1 workManagement of Technology and Innovation · 1 workMechanical Engineering · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation (2025 · 9 citations)
Text-attributed graphs (TAGs) are graphs whose nodes carry text and whose edges encode relations. Learning on them usually follows a two-stage cascade: a language model produces frozen node embeddings, and a GNN is then trained on those embeddings. The authors argue that this split ignores how text and topology… - Inventive Problem Solving with LLMs: A Benchmark for TRIZ Reasoning (2026 · 1 citation)
LLMs are increasingly used as invention assistants. Real inventive work, however, depends on spotting the engineering trade-off in which improving one property harms another. TRIZ models such trade-offs as contradictions and links them to standard inventive principles. Earlier TRIZ–LLM studies were small…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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