Yuzhang Shang
Yuzhang Shang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Vision & language; often with Binghui Wang, Bingzhe Wu, Emilio Ferrara.
OpenAlex · ORCID · h-index 10 · 67 works · 393 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 80 times in our library · ⭐ Paper Stars ranking: #8068
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksHardware and Architecture · 1 workSoftware · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- LLM Inference Unveiled: Survey and Roofline Model Insights (2024 · 91 citations)
This survey targets a practical gap in research on efficient LLM inference. Many acceleration techniques exist, but there has been no unified way to reason about why they help on real hardware. The authors build their review around the Roofline model. It relates a workload's demands to a device's compute capacity and… - AdaTooler-V: Adaptive Tool-Use for Images and Videos (2026 · 2 citations)
Open-source multimodal LLMs that reason by interleaving text with visual tool calls, such as zooming into image regions or extracting video segments, often call tools even when they are not needed. - SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models (2026)
The paper exposes a security weakness in modern Vision-Language-Action (VLA) robot policies. When a model predicts a chunk of K future actions as relative (delta pose) movements, the robot carries out the whole chunk without visual correction. This intra-chunk open loop lets small per-step errors add up into a large…
Co-authors here
- Binghui Wang
- Bingzhe Wu
- Emilio Ferrara
- Xiangyu Yue
- Yang Zhou
- Yong Jae Lee
- Zhen Dong
- Zhihang Yuan
- Zhixun Li
- Zhongyu Wang
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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