Jason Li

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 63

Top Topics

Speech Recognition

Instructional Videos

Top Venues

WWW (Companion Volume)

Publications

Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Rafael Valle, Rohan Badlani, Boris Ginsburg
Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. CoRR (2024)
Jason Li
Mechanistic Interpretability of Binary and Ternary Transformers. CoRR (2024)
Umair Khan, Russell Thompson, Jason Li, Lauren P. Etter, Ingrid Camelo, Rachel C. Pieciak, Ilse Castro-Aragon, Bindu Setty, Christopher C. Gill, Libertario Demi, Margrit Betke
FLUEnT: Transformer for detecting lung consolidations in videos using fused lung ultrasound encodings. Comput. Biol. Medicine 180 (2024)
Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
OneSparse: A Unified System for Multi-index Vector Search. WWW (Companion Volume) (2024)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. ICASSP (2024)
Haochen Sun, Jason Li, Hongyang Zhang
zkLLM: Zero Knowledge Proofs for Large Language Models. CoRR (2024)
Monika Henzinger, Jason Li, Satish Rao, Di Wang
Deterministic Near-Linear Time Minimum Cut in Weighted Graphs. CoRR (2024)
Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations. CoRR (2023)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR (2023)
Chi-En Amy Tai, Jason Li, Sriram Kumar, Saeejith Nair, Yuhao Chen, Pengcheng Xi, Alexander Wong
NutritionVerse-Thin: An Optimized Strategy for Enabling Improved Rendering of 3D Thin Food Models. CoRR (2023)
Jessica Annette Pater, Amanda Coupe, Fayika Farhat Nova, Rachel Pfafman, Jeanne Carroll, Abigal Brouwer, Camden Bohn, Jason Li, Noah Todd, Fen Lei Chang, Shion Guha
Social Media is not a Health Proxy: Differences Between Social Media and Electronic Health Record Reports of Post-COVID Symptoms. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Anthony Olakangil, Cindy Wang, Justin Nguyen, Qunbo Zhou, Kaavya Jethwa, Jason Li, Aryan Narendra, Nishk Patel, Arjun Rajaram
Exploring Embeddings for Measuring Text Relatedness: Unveiling Sentiments and Relationships in Online Comments. CoRR (2023)
Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. ICASSP (2023)
Yajie Zhou, Jason Li, Gianluca Stringhini, Ayse K. Coskun, Zaoxing Liu
Enabling Privacy-preserving Multidimensional Network Telemetry with Autoencoders. IC2E (2023)
Matthew Ding, Jason Li
Deterministic Minimum Steiner Cut in Maximum Flow Time. CoRR (2023)
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciuca, Charlie O'Neill, Ze-Chang Sun, Maja Jablonska, Sandor Kruk, Ernest Perkowski, Jack W. Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Rózanski, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J. Rodríguez Méndez, Thang Bui, Alyssa Goodman, Alberto Accomazzi, Jill P. Naiman, Jesse Cranney, Kevin Schawinski, UniverseTBD
AstroLLaMA: Towards Specialized Foundation Models in Astronomy. CoRR (2023)
Jason Li, Nicholas Watters, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. Gaze Meets ML (2022)
Qian Li, Peter Kraft, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Jason Li, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia
A Progress Report on DBOS: A Database-oriented Operating System. CIDR (2022)
Peter Kraft, Qian Li, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Danny Cho, Jason Li, Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Peter Bailis, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework. CoRR (2022)
Jason Li, Nicholas Watters, Yingting Wang, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. CoRR (2022)
Meng Zhou, Jason Li, Rounaq Basu, Joseph Ferreira
Creating spatially-detailed heterogeneous synthetic populations for agent-based microsimulation. Comput. Environ. Urban Syst. 91 (2022)
D. Ellis Hershkowitz, Jason Li
O(1) Steiner Point Removal in Series-Parallel Graphs. ESA (2022)
Ruoxu Cen, Jason Li, Debmalya Panigrahi
Edge connectivity augmentation in near-linear time. STOC (2022)
Jian Luo, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao, Georg Kucsko, Patrick K. O'Neill, Jagadeesh Balam, Slyne Deng, Adriana Flores, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Jason Li
Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. ICME (2021)
Jason Li
Deterministic Mincut in Almost-Linear Time. CoRR (2021)
Bencheng Wei, Jason Li, Ajay Gupta, Hafiza Umair, Atsu Vovor, Natalie Durzynski
Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning. CoRR (2021)
Paarth Neekhara, Jason Li, Boris Ginsburg
Adapting TTS models For New Speakers using Transfer Learning. CoRR (2021)
Jason Li, Thatchaphol Saranurak
Deterministic Weighted Expander Decomposition in Almost-linear Time. CoRR (2021)
Deeptaanshu Kumar, Qian Li, Jason Li, Peter Kraft, Athinagoras Skiadopoulos, Lalith Suresh, Michael J. Cafarella, Michael Stonebraker
Data Governance in a Database Operating System (DBOS). Poly/DMAH@VLDB (2021)
Zhiyang He, Jason Li
Breaking the $n^k$ Barrier for Minimum $k$-cut on Simple Graphs. CoRR (2021)
Nickolay A. Krotkov, Vincent Realmuto, Can Li, Colin J. Seftor, Jason Li, Kelvin Brentzel, Martin Stuefer, Jay Cable, Carl Dierking, Jennifer S. Delamere, David Schneider, Johanna Tamminen, Seppo Hassinen, Timo Ryyppö, John Murray, Simon A. Carn, Jeffrey Osiensky, Nate Eckstein, Garrett Layne, Jeremy Kirkendall
Day-Night Monitoring of Volcanic SO2 and Ash Clouds for Aviation Avoidance at Northern Polar Latitudes. Remote. Sens. 13 (19) (2021)
D. Ellis Hershkowitz, Jason Li
O(1) Steiner Point Removal in Series-Parallel Graphs. CoRR (2021)
Zhiyang He, Jason Li
Tight Bound on Vertex Cut Sparsifiers in Directed Acyclic Graphs. CoRR (2020)
Samuel Kriman, Stanislav Beliaev, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Yang Zhang
Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions. ICASSP (2020)
Jin Cao, Yibo Zhao, Linjun Zhang, Jason Li
A Lightweight Algorithm to Uncover Deep Relationships in Data Tables. CoRR (2020)
Jason Li, Jesper Nederlof
) Time. SODA (2020)
Trevor Tsue, Samir Sen, Jason Li
Cycle Text-To-Image GAN with BERT. CoRR (2020)
Rafael Valle, Jason Li, Ryan Prenger, Bryan Catanzaro
Mellotron: Multispeaker Expressive Voice Synthesis by Conditioning on Rhythm, Pitch and Global Style Tokens. ICASSP (2020)
Pranav Rajpurkar, Chloe O'connell, Amit Schechter, Nishit Asnani, Jason Li, Amirhossein Kiani, Robyn L. Ball, Marc Mendelson, Gary Maartens, Daniël J. van Hoving, Rulan Griesel, Andrew Y. Ng, Tom H. Boyles, Matthew P. Lungren
CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV. npj Digit. Medicine 3 (2020)
Kyungjae Lee, Nan Duan, Lei Ji, Jason Li, Seung-won Hwang
Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos. AAAI (2020)
Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
Jasper: An End-to-End Convolutional Neural Acoustic Model. CoRR (2019)
Jennifer Lee, Jason Li, An Xiao Mina
Hanmoji: What Chinese Characters and Emoji Reveal About Each Other. WWW (Companion Volume) (2019)
Jason Li, Jesper Nederlof
Detecting Feedback Vertex Sets of Size $k$ in $O^\star(2.7^k)$ Time. CoRR (2019)
Minjia Zhang, Samyam Rajbhandari, Wenhan Wang, Elton Zheng, Olatunji Ruwase, Jeff Rasley, Jason Li, Junhua Wang, Yuxiong He
Accelerating Large Scale Deep Learning Inference through DeepCPU at Microsoft. OpML (2019)
Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen
NeMo: a toolkit for building AI applications using Neural Modules. CoRR (2019)
Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. CoRR (2019)
Rafael Valle, Jason Li, Ryan Prenger, Bryan Catanzaro
Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens. CoRR (2019)
Jason Li, Per-Lage Götvall, Julien Provost, Knut Åkesson
Training Convolutional Neural Networks with Synthesized Data for Object Recognition in Industrial Manufacturing. ETFA (2019)
Sepideh Banihashemi, Jason Li, Abdolreza Abhari
Scalable Machine Learning Algorithms for a Twitter Followee Recommender System. SpringSim (2019)
Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
Jasper: An End-to-End Convolutional Neural Acoustic Model. INTERSPEECH (2019)
Jonathan Soifer, Jason Li, Mingqin Li, Jeffrey Zhu, Yingnan Li, Yuxiong He, Elton Zheng, Adi Oltean, Maya Mosyak, Chris Barnes, Thomas Liu, Junhua Wang
Deep Learning Inference Service at Microsoft. OpML (2019)
Jason Li, Merav Parter
Planar Diameter via Metric Compression. CoRR (2019)
Mohsen Ghaffari, Jason Li
New Distributed Algorithms in Almost Mixing Time via Transformations from Parallel Algorithms. CoRR (2018)
Hongfa Xue, Yurong Chen, Guru Venkataramani, Tian Lan, Guang Jin, Jason Li
MORPH: Enhancing System Security through Interactive Customization of Application and Communication Protocol Features. CCS (2018)
Bernhard Haeupler, Jason Li, Goran Zuzic
Minor Excluded Network Families Admit Fast Distributed Algorithms. CoRR (2018)
John Augustine, Mohsen Ghaffari, Robert Gmyr, Kristian Hinnenthal, Fabian Kuhn, Jason Li, Christian Scheideler
Distributed Computation in the Node-Congested Clique. CoRR (2018)
Bernhard Haeupler, Jason Li, Goran Zuzic
Minor Excluded Network Families Admit Fast Distributed Algorithms. PODC (2018)
Jason Li, Jonatan Berglund, Felix Auris, Atieh Hanna, Johan Vallhagen, Knut Åkesson
Evaluation of Photogrammetry for Use in Industrial Production Systems. CASE (2018)
Bernhard Haeupler, Jason Li
Faster Distributed Shortest Path Approximations via Shortcuts. CoRR (2018)
Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR (2018)
Stephanie M. Bohaichuk, Miguel Munoz-Rojo, Gregory Pitner, Connor McClellan, Feifei Lian, Jason Li, Jaewoo Jeong, Mahesh Samant, Stuart Parkin, H.-S. Philip Wong, Eric Pop
Low Power Nanoscale Switching of VO2using Carbon Nanotube Heaters. DRC (2018)
Mohsen Ghaffari, Jason Li
Improved Distributed Algorithms for Exact Shortest Paths. CoRR (2017)
Jason Li, Ryan O'Donnell
Bounding laconic proof systems by solving CSPs in parallel. Electron. Colloquium Comput. Complex. 23 (2016)
Jason Li, Andrey K. Savtchenko, Jianchun Qin
Digital imaging and gridding of AIRS Visible/NIR data. IGARSS (2004)