Shuyang Zhang
Shuyang Zhang has 2 papers in our library, in 2026, most of them on Bias, fairness & safety; often with Hao Zhang, Bo Huang, Chao Yang.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #11868
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 work
🧭 Topics 1Research subjects and languages the work is about.Bias, fairness & safety · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Latent semantic indexing · 1 work
Works by year
2020s
Papers
- HyperAdaLoRA: Accelerating LoRA Rank Allocation During Training via Hypernetworks without Sacrificing Performance (2026 · 5 citations)
AdaLoRA improves on LoRA by giving different weight matrices different ranks. It does this by expressing each update in SVD form (P, Λ, Q) and pruning unimportant singular values. The cost is slow convergence and heavy computation during training. HyperAdaLoRA addresses this. Instead of updating P, Λ and Q directly… - Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal (2026)
Training-free prompt optimizers usually rank candidate prompts by a single quality score. This ignores that tasks differ in how much output variability they want. Safety and factual tasks benefit from stable, predictable answers, while creative tasks benefit from diversity. The authors first test this idea with…
Co-authors here
- Hao Zhang ×2
- Bo Huang
- Chao Yang
- Hao Xu
- Heng Zhang
- Tianyang Wang
- Xi Xiao
- Yifan Gao
- Yuhang Wu
- Zhichen Dong
- Zhixuan Liu
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Cited by
Updated
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