Heming Xia
Artificial Intelligence · 2022–2024
A researcher in the Science corpus: 3 papers; trusts 53 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 67 citations into it
- Natural Language Processing — 52 citations into it
- Computer Vision and Pattern Recognition — 27 citations into it
- Evaluation & Benchmarks — 12 citations into it
- Model Architectures — 9 citations into it
Whom Heming Xia trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yoon Kim
- Mitchell Stern
- Geoffrey E. Hinton
- Noam Shazeer
- Yoshua Bengio
- Diederik P. Kingma
- Rico Sennrich
- Ilya Sutskever
- Alex Krizhevsky
- Tao Ge
Who trusts Heming Xia overall
Papers from Heming Xia's perspective
Ordered by how strongly the researchers Heming Xia trusts endorse each paper. Same corpus, a different order for every researcher.
- Attention is All you Need (Neural Information Processing Systems)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
Their papers
- Lossless Acceleration for Seq2seq Generation with Aggressive Decoding (2022) — 24 citations
- Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation (2022) — 189 citations
- Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding (2024) — 297 citations