Yining Lu
Yining Lu has 2 papers in our library, in 2025–2026, most of them on Code & programming languages; often with Meng Jiang, Changlong Yu, Daniel Khashabi.
OpenAlex · ORCID · h-index 25 · 121 works · 1,856 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #9038
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
Papers
- Benchmarking Language Model Creativity: A Case Study on Code Generation (2025 · 17 citations)
Most studies of LLM creativity focus on open-ended tasks such as story writing. This leaves open how creative models are when they solve problems. Two things have been missing: a way to push models beyond repetitive outputs, and a grounded, quantitative metric. Drawing on cognitive science, the authors treat… - Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting (2026 · 4 citations)
The paper addresses a weakness in multi-objective online RL for aligning LLMs. Combining rewards with fixed linear weights cannot reach solutions on non-convex parts of the Pareto front. It also keeps spending gradient effort on objectives that have already saturated. The authors propose dynamic reward weighting…
Co-authors here
- Meng Jiang ×2
- Changlong Yu
- Daniel Khashabi
- Dongwei Jiang
- Qingyu Yin
- Sanjeev Khudanpur
- Shiyang Li
- Tianjian Li
- Xin Liu
- Zhan Shi
- Zilong Wang
- Zixuan Zhang
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
Cited by
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