Li Jing(靖礼)

Facebook AI Research

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

His research interests span a wide range of core AI areas and applications, including representation learning, optimization, computer vision, natural language processing, AI for science.

Papers32 papers

Sort

By YearBy Citation

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks

Ileana Rugina, Rumen Dangovski,Li Jing,Preslav Nakov,Marin Soljačić

Bibtex

Deep-learning-enabled self-adaptive microwave cloak without human intervention

Chao Qian,Bin Zheng,Yichen Shen,Li Jing,Erping Li,Lian Shen,Hongsheng Chen

Nature Photonics, pp.1-8, (2020)

Cited by1Bibtex

Accelerating recurrent Ising machines in photonic integrated circuits

Mihika Prabhu, Charles Roques-Carmes, Yichen Shen, Nicholas Harris,Li Jing, Jacques Carolan, Ryan Hamerly, Tom Baehr-Jones, Michael Hochberg, Vladimir Čeperić, John D Joannopoulos, Dirk R Englund

Optica, no. 5 (2020): 551-558

Cited by11Bibtex

Predictive and generative machine learning models for photonic crystals

Thomas Christensen, Charlotte Loh, Stjepan Picek, Domagoj Jakobović,Li Jing, Sophie Fisher, Vladimir Ceperic, John D Joannopoulos, Marin Soljačić

Nanophotonics, no. 13 (2020): 4183-4192

Cited by2Bibtex

Vector Vector Matrix Architecture: A Novel Hardware Aware Framework for Low Latency Inference in NLP Applications

Matthew Khoury, Rumen Dangovski, Longwu Ou,Preslav Nakov,Yichen Shen,Li Jing

EMNLP 2020, pp.7975-7984, (2020)

Bibtex

Implicit Rank-Minimizing Autoencoder

Li Jing,Jure Zbontar,Yann LeCun

NIPS 2020, (2020)

EIBibtex

Contextualizing Enhances Gradient Based Meta Learning

Evan Vogelbaum, Rumen Dangovski,Li Jing,Marin Soljačić

Bibtex

Heuristic recurrent algorithms for photonic Ising machines

Charles Roques-Carmes,Yichen Shen, Cristian Zanoci, Mihika Prabhu, Fadi Atieh,Li Jing, Tena Dubček, Chenkai Mao, Miles R Johnson, Vladimir Čeperić,John D Joannopoulos,Dirk Englund

Nature communications, no. 1 (2020): 249-8

Cited by18WOSBibtex

Improving Neural Abstractive Summarization Using Transfer Learning and Factuality Based Evaluation: Towards Automating Science Journalism

Rumen Dangovski, Michelle Shen, Dawson Byrd,Li Jing, Preslav Nakov, Marin Soljacic

(2019)

Bibtex

Integrated Nanophotonic Ising Sampler

Charles Roques-Carmes, Mihika Prabhu,Yichen Shen,Nicholas Harris,Li Jing,Jacques Carolan,Ryan Hamerly,Tom Baehr-Jones,Michael Hochberg, Vladimir Ceperic,John D. Joannopoulos,Dirk Englund

conference on lasers and electro-optics, (2019)

Bibtex

Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications

Rumen Dangovski,Li Jing,Preslav Nakov, Mićo Tatalović,Marin Soljačić

Transactions of the Association for Computational Linguistics, (2019): 121-138

Cited by11EIBibtex

Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery

Kim Samuel, Lu Peter, Mukherjee Srijon, Gilbert Michael,Jing Li, Ceperic Vladimir,Soljacic Marin

IEEE transactions on neural networks and learning systems, (2019): 1-12

WOSBibtex

Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks

Yurui Qu,Li Jing,Yichen Shen,Min Qiu,Marin Soljacic

arXiv: Computer Vision and Pattern Recognition, no. 5 (2019): 1168-1174

Cited by12EIBibtex

WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices

Li Jing, Rumen Dangovski,Marin Soljacic

arXiv: Learning, (2018)

EIBibtex

Nanophotonic particle simulation and inverse design using artificial neural networks

John Peurifoy,Yichen Shen,Li Jing,Yi Yang, Fidel Cano-Renteria,Brendan G DeLacy,John D Joannopoulos,Max Tegmark,Marin Soljačić

Science advances, no. 6 (2018)

Cited by210WOSBibtex

Improving the Performance of Unitary Recurrent Neural Networks and Their Application in Real-life Tasks

Ivan Ivanov,Li Jing, Rumen Dangovski

Proceedings of the 19th International Conference on Computer Systems and Technologies, (2018): 6-11

EIBibtex

Photonic Recurrent Ising Sampler

Charles Roques-Carmes,Yichen Shen, Cristian Zanoci, Mihika Prabhu, Fadi Atieh,Li Jing, Tena Dubcek, Vladimir Ceperic,John D. Joannopoulos,Dirk Englund,Marin Soljacic

conference on lasers and electro-optics, (2018)

Cited by1EIBibtex

Rotational Unit of Memory

Rumen Dangovski,Li Jing,Marin Soljacic

international conference on learning representations, (2018)

Cited by1EIBibtex

Gated Orthogonal Recurrent Units: On Learning to Forget

Li Jing,Çaglar Gülçehre, John Peurifoy,Yichen Shen,Max Tegmark,Marin Soljacic,Yoshua Bengio

AAAI Workshops, (2018)

Cited by59EIWOSBibtex

Statistical Computing in Photonic Integrated Circuits

Yichen Shen, Huaiyu Meng,Li Jing, Bobby Lu

PSC, pp.1, (2018)

EIBibtex

View All

Base Info Papers Patents Projects

Li Jing(靖礼)Binding

Papers32 papers

Li Jing(靖礼)