Dawei Yin

Artificial Intelligence · 2009–2024

A researcher in the Science corpus: 20 papers; trusts 368 researchers and is trusted by 9 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 570 citations into it; #18,158 of 35,345 by trust here, #3,687 by citations
• Natural Language Processing — 196 citations into it; #5,009 of 5,688 by trust here, #3,282 by citations
• Information Systems — 173 citations into it; #3,900 of 8,771 by trust here, #607 by citations
• Computer Vision and Pattern Recognition — 154 citations into it
• Large Language Models — 94 citations into it
• Representation & Self-Supervised Learning — 49 citations into it
• Safety, Robustness & Interpretability — 47 citations into it
• Reinforcement Learning — 42 citations into it

Whom Dawei Yin trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Diederik P. Kingma
2. Geoffrey E. Hinton
3. Yoshua Bengio
4. Ilya Sutskever
5. Alex Krizhevsky
6. Alex Graves
7. Yann LeCun
8. Ruslan Salakhutdinov
9. Nitin Jindal
10. Oriol Vinyals

Who trusts Dawei Yin overall

1. Pushkar Mishra
2. John Pavlopoulos
3. Elizabeth Whittaker
4. Helen Yannakoudakis
5. Prodromos Malakasiotis
6. Ying Chen
7. Niloofar Safi Samghabadi
8. Cynthia Van Hee
9. Ekaterina Shutova
10. Ion Androutsopoulos

Papers from Dawei Yin's perspective

Ordered by how strongly the researchers Dawei Yin trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Long Short-Term Memory
5. Attention is All you Need (Neural Information Processing Systems)
6. Gradient-based learning applied to document recognition
7. ImageNet: A large-scale hierarchical image database
8. Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
9. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
10. Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)

Their papers

• A Survey on Dialogue Systems: Recent Advances and New Frontiers (2017) — 774 citations
• Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent (2023) — 576 citations
• Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures (2018) — 349 citations
• Beyond Ranking: Optimizing Whole-Page Presentation (2016) — 86 citations
• Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight (2020) — 73 citations
• Deep reinforcement learning for page-wise recommendations (2018) — 442 citations
• Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning (2018) — 386 citations
• Deep Reinforcement Learning for List-wise Recommendations (2017) — 195 citations
• Robust Tree-based Causal Inference for Complex Ad Effectiveness Analysis (2015) — 42 citations
• Tool learning with large language models: a survey (2024) — 297 citations
• Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs (2023) — 443 citations
• Explainability for Large Language Models: A Survey (2023) — 887 citations
• GraphGPT: Graph Instruction Tuning for Large Language Models (2023) — 364 citations
• Representation Learning with Large Language Models for Recommendation (2023) — 427 citations
• LLMRec: Large Language Models with Graph Augmentation for Recommendation (2023) — 451 citations
• Hypergraph Contrastive Collaborative Filtering (2022) — 479 citations
• GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks (2020) — 484 citations
• Graph Neural Networks for Social Recommendation (2019) — 2,365 citations
• Streaming Recommender Systems (2016) — 113 citations
• Detection of Harassment on Web 2.0 (2009) — 455 citations