Yang Li

According to our database, Yang Li authored at least 22 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications.

Yang Li, Changsheng Zhao, Hyungtak Lee, Ernie Chang, Yangyang Shi, Vikas Chandra

CoRR, 2024

Not All Weights Are Created Equal: Enhancing Energy Efficiency in On-Device Streaming Speech Recognition.

Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra

CoRR, 2024

Folding Attention: Memory and Power Optimization for On-Device Transformer-Based Streaming Speech Recognition.

Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Zhaoheng Ni, Ernie Chang, Yangyang Shi, Vikas Chandra

Proceedings of the IEEE International Conference on Acoustics, 2024

In-Context Prompt Editing for Conditional Audio Generation.

Ernie Chang, Pin-Jie Lin, Yang Li, Sidd Srinivasan, Gaël Le Lan, David Kant, Yangyang Shi, Forrest N. Iandola, Vikas Chandra

Proceedings of the IEEE International Conference on Acoustics, 2024

Scaling Parameter-Constrained Language Models with Quality Data.

Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Target-Aware Language Modeling via Granular Data Sampling.

Ernie Chang, Pin-Jie Lin, Yang Li, Changsheng Zhao, Daeil Kim, Rastislav Rabatin, Zechun Liu, Yangyang Shi, Vikas Chandra

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

GPU-based Private Information Retrieval for On-Device Machine Learning Inference.

Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition.

Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Ernie Chang, Yangyang Shi, Vikas Chandra

CoRR, 2023

Forecasting COVID-19 Dynamics: Clustering, Generalized Spatiotemporal Attention, and Impacts of Mobility and Geographic Proximity.

Tong Shen, Yang Li, José M. F. Moura

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers.

Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

GSA-Forecaster: Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention.

Yang Li, Di Wang, José M. F. Moura

CoRR, 2021

2020

Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data.

Yang Li, José M. F. Moura

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

A Scalable Priority-Aware Approach to Managing Data Center Server Power.

Yang Li, Charles R. Lefurgy, Karthick Rajamani, Malcolm S. Allen-Ware, Guillermo J. Silva, Daniel D. Heimsoth, Saugata Ghose, Onur Mutlu

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

2018

Techniques for Efficiently Handling Power Surges in Fuel Cell Powered Data Centers: Modeling, Analysis, Results.

Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu

CoRR, 2018

dCat: dynamic cache management for efficient, performance-sensitive infrastructure-as-a-service.

Cong Xu, Karthick Rajamani, Alexandre Ferreira, Wesley M. Felter, Juan Rubio, Yang Li

Proceedings of the Thirteenth EuroSys Conference, 2018

2017

Utility-Based Hybrid Memory Management.

Yang Li, Saugata Ghose, Jongmoo Choi, Jin Sun, Hui Wang, Onur Mutlu

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

SizeCap: Efficiently handling power surges in fuel cell powered data centers.

Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015

Domain-Alternated Optimization for Passive Macromodeling.

Zuochang Ye, Tianshi Wang, Yang Li

IEEE Trans. Very Large Scale Integr. Syst., 2015

Managing Hybrid Main Memories with a Page-Utility Driven Performance Model.

Yang Li, Jongmoo Choi, Jin Sun, Saugata Ghose, Hui Wang, Justin Meza, Jinglei Ren, Onur Mutlu

CoRR, 2015

2013

Time-domain segmentation based massively parallel simulation for ADCs.

Zuochang Ye, Bichen Wu, Song Han, Yang Li

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

An accurate semi-analytical framework for full-chip TSV-induced stress modeling.

Yang Li, David Z. Pan

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

2011

A novel framework for passive macro-modeling.

Zuochang Ye, Yang Li, Mingzhi Gao, Zhiping Yu

Proceedings of the 48th Design Automation Conference, 2011