Di He
Affiliations:- Peking University, School of Intelligence Science and Technology, National Key Laboratory of General Artificial Intelligence, Beijing, China
- Microsoft Research Asia, Machine Learning Group, Beijing, China
- Peking University, School of EECS, Key Laboratory of Machine Perception, Beijing, China (PhD)
According to our database1,
Di He
authored at least 99 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
CORE: Common Random Reconstruction for Distributed Optimization with Provable Low Communication Complexity.
CoRR, 2023
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Is L<sup>2</sup> Physics-Informed Loss Always Suitable for Training Physics-Informed Neural Network?
CoRR, 2022
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals.
CoRR, 2022
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Is $L^2$ Physics Informed Loss Always Suitable for Training Physics Informed Neural Network?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track.
CoRR, 2021
Towards Certifying 𝓁<sub>∞</sub> Robustness using Neural Networks with 𝓁<sub>∞</sub>-dist Neurons.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
CoRR, 2020
I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View.
CoRR, 2019
A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems.
CoRR, 2019
Proceedings of the Fourth Conference on Machine Translation, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
2017
Proceedings of the Web and Internet Economics - 13th International Conference, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2014
Proceedings of the ACM Conference on Economics and Computation, 2014
2013
A Game-Theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search.
Proceedings of the IJCAI 2013, 2013
Proceedings of the COLT 2013, 2013