Yu Su
Artificial Intelligence · International Conference on Learning Representations · 2013–2024
A researcher in the Science corpus: 19 papers; trusts 784 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 577 citations into it; #21,146 of 35,345 by trust here, #3,338 by citations
- Computer Vision and Pattern Recognition — 332 citations into it
- Natural Language Processing — 208 citations into it; #4,890 of 5,688 by trust here, #3,014 by citations
- Large Language Models — 194 citations into it
- Multimodal Learning — 118 citations into it
- Information Systems — 59 citations into it; #7,161 of 8,771 by trust here, #4,341 by citations
- Reinforcement Learning — 39 citations into it
- Model Architectures — 23 citations into it
Whom Yu Su trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Diederik P. Kingma
- Ilya Sutskever
- Yoshua Bengio
- Alex Krizhevsky
- Percy Liang
- Kaiming He
- Yann LeCun
- Oriol Vinyals
- Jonathan Berant
Who trusts Yu Su overall
- Ahmed Elgohary
- Ahmed Hassan Awadallah
- Giovanni Campagna
- Saghar Hosseini
- Zhuang Li
- Xiang Deng
- Ziyu Yao
- Sahisnu Mazumder
- Xingjiao Wu
- Shunyu Yao
Papers from Yu Su's perspective
Ordered by how strongly the researchers Yu Su trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI (2023) — 2,391 citations
- Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning (2018) — 41 citations
- Task-Oriented Dialogue as Dataflow Synthesis (2020) — 176 citations
- Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study (2019) — 87 citations
- LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models (2022) — 743 citations
- Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases (2020) — 329 citations
- MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing (2023) — 689 citations
- MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning (2023) — 596 citations
- Mind2Web: Towards a Generalist Agent for the Web (2023) — 1,276 citations
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs (2018) — 32 citations
- AgentBench: Evaluating LLMs as Agents (2023) — 1,063 citations
- On the validity of geosocial mobility traces (2013) — 59 citations
- TravelPlanner: A Benchmark for Real-World Planning with Language Agents (2024) — 433 citations
- MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark (2024) — 489 citations
- Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents (2024) — 374 citations
- GPT-4V(ision) is a Generalist Web Agent, if Grounded (2024) — 582 citations
- Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts (2023) — 345 citations
- ReasonBERT: Pre-trained to Reason with Distant Supervision (2021) — 35 citations
- Building Natural Language Interfaces to Web APIs (2017) — 64 citations