Lili Yu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 38

Top Venues

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Lili Yu, Xubing Zhang, Kai Wang
CMAAC: Combining Multiattention and Asymmetric Convolution Global Learning Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lili Yu, Yichuan Zhao
Laplace approximated quasi-likelihood method for heteroscedastic survival data. Comput. Stat. Data Anal. 190 (2024)
Emanuele Aiello, Lili Yu, Yixin Nie, Armen Aghajanyan, Barlas Oguz
Jointly Training Large Autoregressive Multimodal Models. ICLR (2024)
Lijuan Wang, Ying Lu, Doudou Li, Yajing Zhou, Lili Yu, Ines Mesa Eguiagaray, Harry Campbell, Xue Li, Evropi Theodoratou
The landscape of the methodology in drug repurposing using human genomic data: a systematic review. Briefings Bioinform. 25 (2) (2024)
Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. CoRR (2024)
Skylar A Gay, Gregory Ellison, Jianing Xu, Jialin Yang, Yiliang Wei, Shaoyuan Wu, Lili Yu, Christopher C. Whalen, Jonathan Arnold, Liang Liu
Phylogenetic inference of inter-population transmission rates for infectious diseases. Briefings Bioinform. 25 (4) (2024)
Chunting Zhou, Pengfei Liu, Puxin Xu, Srini Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu, Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy
LIMA: Less Is More for Alignment. CoRR (2023)
Xilun Chen, Lili Yu, Wenhan Xiong, Barlas Oguz, Yashar Mehdad, Wen-tau Yih
VideoOFA: Two-Stage Pre-Training for Video-to-Text Generation. CoRR (2023)
Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
Scaling Laws for Generative Mixed-Modal Language Models. ICML (2023)
Lili Yu, Daniel Simig, Colin Flaherty, Armen Aghajanyan, Luke Zettlemoyer, Mike Lewis
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers. CoRR (2023)
Chunting Zhou, Pengfei Liu, Puxin Xu, Srinivasan Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu, Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy
LIMA: Less Is More for Alignment. NeurIPS (2023)
Lili Yu, Daniel Simig, Colin Flaherty, Armen Aghajanyan, Luke Zettlemoyer, Mike Lewis
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers. NeurIPS (2023)
Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
Scaling Laws for Generative Mixed-Modal Language Models. CoRR (2023)
Emanuele Aiello, Lili Yu, Yixin Nie, Armen Aghajanyan, Barlas Oguz
Jointly Training Large Autoregressive Multimodal Models. CoRR (2023)
Jianchong Sun, Litang Hu, Fei Chen, Kangning Sun, Lili Yu, Xin Liu
Downscaling Simulation of Groundwater Storage in the Beijing, Tianjin, and Hebei Regions of China Based on GRACE Data. Remote. Sens. 15 (6) (2023)
Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR (2023)
Erik D. Reichle, Aaron Veldre, Lili Yu, Sally Andrews
A neural implementation of MINERVA 2. CogSci (2022)
Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz
Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences. CoRR (2022)
Lili Yu, Haiyang Yu, Shuai Yang
A Deep Neural Network Using Double Self-Attention Mechanism for ALS Point Cloud Segmentation. IEEE Access 10 (2022)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets: Summarizing Health Studies by Composing Segments. CoRR (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets: Summarizing Health Studies by Composing Segments. AAAI (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutribullets Hybrid: Multi-document Health Summarization. CoRR (2021)
Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay
Nutri-bullets Hybrid: Consensual Multi-document Summarization. NAACL-HLT (2021)
Erik D. Reichle, Lili Yu, Sixin Liao, Jan-Louis Kruger
Using Simulations to Understand the Reading of Rapidly Displayed Subtitles. CogSci (2021)
Ruomeng Cui, Jingyun Li, Meng Li, Lili Yu
Wholesale Price Discrimination in Global Sourcing. Manuf. Serv. Oper. Manag. 23 (5) (2021)
Kyle Swanson, Lili Yu, Tao Lei
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. ACL (2020)
Aaron Veldre, Lili Yu, Sally Andrews, Erik D. Reichle
Towards a Complete Model of Reading: Simulating Lexical Decision, Word Naming, and Sentence Reading with Über-Reader. CogSci (2020)
Kyle Swanson, Lili Yu, Tao Lei
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. CoRR (2020)
Lili Yu, Howard Chen, Sida I. Wang, Tao Lei, Yoav Artzi
Interactive Classification by Asking Informative Questions. ACL (2020)
Lei Zhang, Lili Yu, Bin Wang, Xingchao Bian
A Novel Privacy Protection Scheme for Iris Identification. Wirel. Pers. Commun. 109 (4) (2019)
Xiaoguang Su, Xiangyu Zhao, Lili Yu, Jingyuan Jia, Zhian Deng
Research and Design of Home Care System of Internet of Things Based on Wireless Network. CSPS (2019)
Lili Yu, Howard Chen, Sida I. Wang, Yoav Artzi, Tao Lei
Interactive Classification by Asking Informative Questions. CoRR (2019)
Kyle Swanson, Lili Yu, Christopher Fox, Jeremy Wohlwend, Tao Lei
Building a Production Model for Retrieval-Based Chatbots. CoRR (2019)
Lili Yu, Liang Liu, Ding-Geng Chen
A homoscedasticity test for the accelerated failure time model. Comput. Stat. 34 (1) (2019)
Lei Zhang, Songtao Yang, Jing Li, Lili Yu
A Particle Swarm Optimization Clustering-Based Attribute Generalization Privacy Protection Scheme. J. Circuits Syst. Comput. 27 (11) (2018)
Xiangfeng Su, Huaiqing Zhang, Lin Chen, Ling Qin, Lili Yu
Improved Parameter Identification Method for Envelope Current Signals Based on Windowed Interpolation FFT and DE Algorithm. Algorithms 11 (8) (2018)
Chiara Ramella, Simone Corbellini, Marco Pirola, Lili Yu, Vito C. Fernicola
Investigations on instability effects in a sapphire-based whispering gallery mode thermometer. I2MTC (2017)
Simone Corbellini, Chiara Ramella, Lili Yu, Marco Pirola, Vito C. Fernicola
Whispering Gallery Mode Thermometry. Sensors 16 (11) (2016)
Hani M. Samawi, Lili Yu, Robert Vogel
On Some Nonparametric Tests For Partially Observed Correlated Data: Proposing New Tests. J. Stat. Theory Appl. 14 (2) (2015)
Lili Yu, Yaohong Qu, Youmin Zhang
Wind field on-line extraction based on small -window sliding Fourier transform. ICIA (2015)
Lili Yu, Zi Yuan, Chao Liu, Feng Chen
An Empirical Study of an Improved Web Application Fuzz Testing Technique (S). SEKE (2013)
Allen Hsu, Han Wang, Yong Cheol Shin, Benjamin Mailly, Xu Zhang, Lili Yu, Yumeng Shi, Yi Hsien Lee, Madan Dubey, Ki Kang Kim, Jing Kong, Tomás Palacios
Large-Area 2-D Electronics: Materials, Technology, and Devices. Proc. IEEE 101 (7) (2013)
Zi Yuan, Lili Yu, Chao Liu
Bug Prediction for Fine-Grained Source Code Changes. SEKE (2013)
Lili Yu, Zi Yuan, Youchun Zhang, Chao Liu
Using Evidence-Based Paradigm to Iteratively Acquire the Overall Picture of Primary Research Question. J. Softw. 8 (7) (2013)
Zi Yuan, Lili Yu, Chao Liu, Linghua Zhang
Predicting Bugs in Source Code Changes with Incremental Learning Method. J. Softw. 8 (7) (2013)
Lili Yu, Karl E. Peace
Spline nonparametric quasi-likelihood regression within the frame of the accelerated failure time model. Comput. Stat. Data Anal. 56 (9) (2012)
Liang Liu, Lili Yu, Venugopal Kalavacharla, Zhanji Liu
A Bayesian model for gene family evolution. BMC Bioinform. 12 (2011)
Liang Liu, Lili Yu
Phybase: an R package for species tree analysis. Bioinform. 26 (7) (2010)
Ding-Geng Chen, Karl E. Peace, Lili Yu, Yuhlong Lio, Yibin Wang
Interval-Censoring in Biomedical and Biopharmaceutical Clinical Trials. BIOCOMP (2010)
Dexin Ding, Weiguang Qu, Xuri Tang, Lili Yu, Tao Xu
Resolving Combinational Ambiguity Based on Ensembles of Classifiers. Web Intelligence/IAT Workshops (2009)
Linfeng Li, Jianping Hu, Lili Yu
Low-Power Register File Using N-type and P-type Adiabatic Logic Circuits. PACCS (2009)
Suzhen Wang, Jielai Xia, Lili Yu, Chanjuan Li, Li Xu, Liang Zheng
Realization of simulations for blinded internal pilot study based on web. J. Biomed. Informatics 42 (2) (2009)
Suzhen Wang, Jielai Xia, Lili Yu, Chanjuan Li, Li Xu
A SAS macro for sample size adjustment and randomization test for internal pilot study. Comput. Methods Programs Biomed. 90 (1) (2008)
Yan Xu, Xia Li, Wen Hu, Lili Yu
The Research on the Relationship between Opioid Receptors. ICNC (5) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lili Yu