Heng Yin
Signal Processing · 2007–2017
A researcher in the Science corpus: 9 papers; trusts 22 researchers and is trusted by 17 researchers here, as inferred from the citation graph.
Subfields
- Signal Processing — 67 citations into it; #1,519 of 7,572 by trust here, #638 by citations
- Artificial Intelligence — 60 citations into it; #12,603 of 35,345 by trust here, #11,072 by citations
- Computer Networks and Communications — 40 citations into it; #2,495 of 9,886 by trust here, #1,227 by citations
- Software — 36 citations into it
- Information Systems — 26 citations into it; #5,845 of 8,771 by trust here, #3,402 by citations
- Computer Vision and Pattern Recognition — 16 citations into it
- Representation & Self-Supervised Learning — 10 citations into it
Whom Heng Yin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Dawn Song
- James Newsome
- Xuxian Jiang
- Tal Garfinkel
- William Enck
- Christopher Krügel
- Georgios Portokalidis
- Yajin Zhou
- Manuel Costa
- Vladimir Naumovich Vapni
Who trusts Heng Yin overall
- Engin Kirda
- Yanfang Ye
- Edward J. Schwartz
- Dawn Song
- Paolo Milani Comparetti
- Roberto Perdisci
- Ulrich Bayer
- Lok K. Yan
- Zhenlong Yuan
- David Brumley
Papers from Heng Yin's perspective
Ordered by how strongly the researchers Heng Yin trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Et al
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Panorama: capturing system-wide information flow for malware detection and analysis (2007) — 840 citations
- Renovo: a hidden code extractor for packed executables (2007) — 322 citations
- Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection (2017) — 700 citations
- Scalable Graph-based Bug Search for Firmware Images (2016) — 465 citations
- Semantics-Aware Android Malware Classification Using Weighted Contextual API Dependency Graphs (2014) — 499 citations
- DroidAPIMiner: Mining API-Level Features for Robust Malware Detection in Android (2013) — 750 citations
- DroidScope: Seamlessly Reconstructing the OS and Dalvik Semantic Views for Dynamic Android Malware Analysis (2012) — 770 citations
- BitBlaze: A New Approach to Computer Security via Binary Analysis (2008) — 799 citations
- Polyglot: automatic extraction of protocol message format using dynamic binary analysis (2007) — 436 citations