Yang Li

34 papers A* 7A 2C 1Misc 3Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers.
ACL (1)
Ernie Chang, Yang Li, Patrick Huber, Vish Vogeti, David Kant, Yangyang Shi, Vikas Chandra
2025 J jnl
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers.
CoRR
Ernie Chang, Yang Li, Patrick Huber, David Kant, Yangyang Shi, Vikas Chandra
2025 — conf
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions.
NAACL (Industry Track)
Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra
2025 J jnl
Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention.
ACM Trans. Knowl. Discov. Data
Yang Li, Di Wang, José M. F. Moura
2025 J jnl
IMPACT: Importance-Aware Activation Space Reconstruction.
CoRR
Md Mokarram Chowdhury, Daniel Agyei Asante, Ernie Chang, Yang Li
2025 J jnl
Streamlining Language Models via Semantic Basis Analysis.
Trans. Mach. Learn. Res.
Yang Li, Daniel Agyei Asante, Changsheng Zhao, Ernie Chang, Yangyang Shi, Vikas Chandra
2024 J jnl
Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications.
CoRR
Yang Li, Changsheng Zhao, Hyungtak Lee, Ernie Chang, Yangyang Shi, Vikas Chandra
2024 Misc conf
Folding Attention: Memory and Power Optimization for On-Device Transformer-Based Streaming Speech Recognition.
ICASSP
Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Zhaoheng Ni, Ernie Chang, Yangyang Shi, Vikas Chandra
2024 — conf
GPU-based Private Information Retrieval for On-Device Machine Learning Inference.
ASPLOS (1)
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
2024 Misc conf
In-Context Prompt Editing for Conditional Audio Generation.
ICASSP
Ernie Chang, Pin-Jie Lin, Yang Li, Sidd Srinivasan, Gaël Le Lan, David Kant, Yangyang Shi, Forrest N. Iandola, Vikas Chandra
2024 J jnl
Not All Weights Are Created Equal: Enhancing Energy Efficiency in On-Device Streaming Speech Recognition.
CoRR
Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra
2024 — conf
Scaling Parameter-Constrained Language Models with Quality Data.
EMNLP (Industry Track)
Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra
2024 J jnl
Scaling Parameter-Constrained Language Models with Quality Data.
CoRR
Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra
2024 A* conf
Target-Aware Language Modeling via Granular Data Sampling.
EMNLP
Ernie Chang, Pin-Jie Lin, Yang Li, Changsheng Zhao, Daeil Kim, Rastislav Rabatin, Zechun Liu, Yangyang Shi, Vikas Chandra
2024 J jnl
Target-Aware Language Modeling via Granular Data Sampling.
CoRR
Ernie Chang, Pin-Jie Lin, Yang Li, Changsheng Zhao, Daeil Kim, Rastislav Rabatin, Zechun Liu, Yangyang Shi, Vikas Chandra
2023 Misc conf
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers.
ICASSP
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
2023 J jnl
Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition.
CoRR
Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Ernie Chang, Yangyang Shi, Vikas Chandra
2023 A* conf
Forecasting COVID-19 Dynamics: Clustering, Generalized Spatiotemporal Attention, and Impacts of Mobility and Geographic Proximity.
ICDE
Tong Shen, Yang Li, José M. F. Moura
2023 J jnl
GPU-based Private Information Retrieval for On-Device Machine Learning Inference.
CoRR
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
2023 J jnl
In-Context Prompt Editing For Conditional Audio Generation.
CoRR
Ernie Chang, Pin-Jie Lin, Yang Li, Sidd Srinivasan, Gaël Le Lan, David Kant, Yangyang Shi, Forrest N. Iandola, Vikas Chandra
2022 J jnl
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers.
CoRR
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
2021 J jnl
GSA-Forecaster: Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention.
CoRR
Yang Li, Di Wang, José M. F. Moura
2020 A conf
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data.
ECAI
Yang Li, José M. F. Moura
2019 A* conf
A Scalable Priority-Aware Approach to Managing Data Center Server Power.
HPCA
Yang Li, Charles R. Lefurgy, Karthick Rajamani, Malcolm S. Allen-Ware, Guillermo J. Silva, Daniel D. Heimsoth, Saugata Ghose, Onur Mutlu
2019 J jnl
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data.
CoRR
Yang Li, José M. F. Moura
2018 J jnl
Techniques for Efficiently Handling Power Surges in Fuel Cell Powered Data Centers: Modeling, Analysis, Results.
CoRR
Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu
2018 A conf
dCat: dynamic cache management for efficient, performance-sensitive infrastructure-as-a-service.
EuroSys
Cong Xu, Karthick Rajamani, Alexandre Ferreira, Wesley M. Felter, Juan Rubio, Yang Li
2017 C conf
Utility-Based Hybrid Memory Management.
CLUSTER
Yang Li, Saugata Ghose, Jongmoo Choi, Jin Sun, Hui Wang, Onur Mutlu
2016 A* conf
SizeCap: Efficiently handling power surges in fuel cell powered data centers.
HPCA
Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu
2015 J jnl
Domain-Alternated Optimization for Passive Macromodeling.
IEEE Trans. Very Large Scale Integr. Syst.
Zuochang Ye, Tianshi Wang, Yang Li
2015 J jnl
Managing Hybrid Main Memories with a Page-Utility Driven Performance Model.
CoRR
Yang Li, Jongmoo Choi, Jin Sun, Saugata Ghose, Hui Wang, Justin Meza, Jinglei Ren, Onur Mutlu
2013 A* conf
An accurate semi-analytical framework for full-chip TSV-induced stress modeling.
DAC
Yang Li, David Z. Pan
2013 A* conf
Time-domain segmentation based massively parallel simulation for ADCs.
DAC
Zuochang Ye, Bichen Wu, Song Han, Yang Li
2011 A* conf
A novel framework for passive macro-modeling.
DAC
Zuochang Ye, Yang Li, Mingzhi Gao, Zhiping Yu