Author

Shangyu Wu

Observed name: Wu, Shangyu

Institutions: City University of Hong Kong, Mohamed bin Zayed University of Artificial Intelligence, Shenyang University

Observed institutions: The University of Sydney, City University of Hong Kong, Mohamed bin Zayed University of Artificial Intelligence, Shenyang University, City University of Seattle

ORCID: 0000-0002-1961-143X

Observed ORCID: 0000-0002-1961-143X

OpenAlex ID: A5111341519

Retrieval-augmented generation for natural language processing: a survey

2026 · Shangyu Wu, Ying Xiong, et al. · Artificial Intelligence Review · 69

Mechanisms driving spatial and temporal changes in soil organic carbon stocks in saline soils in a typical county of the western Songnen Plain, northeast China

2024 · Bing Liang, Jianbing Wei, et al. · Soil Research · 8

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CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsification

2024 · Junhui He, Shangyu Wu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3

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Synergistic advantages of volcanic ash weathering in saline soils: CO2 sequestration and enhancement of plant growth

2024 · Bing Liang, Jianbing Wei, et al. · The Science of The Total Environment · 2

C law M obile : Rethinking Smartphone-Native Agentic Systems

2026 · Hongchao Du, Shangyu Wu, et al. · 1

GeneQuery: Generalized Gene Expression Prediction from Histology Images via Image-Gene QA

2025 · Ying Xiong, Linjing Liu, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 1

RAEE: A Robust Retrieval-Augmented Early Exit Framework for Efficient Inference

2024 · Huang, Lianming, Wu, Shangyu, et al. · arXiv (Cornell University) · 1

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ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion

2024 · Wu, Shangyu, Xiong, Ying, et al. · arXiv (Cornell University) · 1

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ColdCode: Cold Data Encoding for Enhanced Reliability and Lifetime in 3D NAND Flash

2026 · Qiao Li, Shangyu Wu, et al. · European Conference on Computer Systems

ReFilter: Improving Robustness of Retrieval-Augmented Generation via Gated Filter

2026 · Chen, Yixin, Xiong, Ying, et al. · arXiv (Cornell University)

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ContiguousKV: Accelerating LLM Prefill with Granularity-Aligned KV Cache Management

2026 · Zou, Jing, Wu, Shangyu, et al. · arXiv (Cornell University)

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LAPS: A Length-Aware-Prefill LLM Serving System

2026 · She, Jianshu, Li, Zonghang, et al. · arXiv (Cornell University)

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The nearly 400 year old ancient Pinus tabulaeformis community in cold temperate zone urban forests remains a significant carbon sink, even in winter

2026 · Jianbing Wei, Fengde Sun, et al. · SSRN Electronic Journal

Accurate Modeling of Carbon Emissions Under Urban Energy Consumption

2025 · Dianjun Wang, Shangyu Wu · Distributed Generation & Alternative Energy Journal

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Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever

2025 · Chen, Yixin, Xiong, Ying, et al. · arXiv (Cornell University)

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AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving

2025 · Huang, Lianming, Hu, Haibo, et al. · arXiv (Cornell University)

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GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images

2024 · Xiong, Ying, Liu, Linjing, et al. · arXiv (Cornell University)

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Works count: 17

Citation count: 86

H-index: 3

I10-index: 1