Pan Lu
Artificial Intelligence · 2017–2024
A researcher in the Science corpus: 19 papers; trusts 1,290 researchers and is trusted by 13 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 837 citations into it; #11,256 of 35,345 by trust here, #1,729 by citations
- Computer Vision and Pattern Recognition — 544 citations into it; #9,895 of 21,575 by trust here, #2,001 by citations
- Natural Language Processing — 307 citations into it
- Multimodal Learning — 267 citations into it; #656 of 1,211 by trust here, #234 by citations
- Large Language Models — 229 citations into it
- Evaluation & Benchmarks — 150 citations into it
- Prompting & Reasoning — 148 citations into it
- Information Systems — 89 citations into it
Whom Pan Lu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Kaiming He
- Geoffrey E. Hinton
- Diederik P. Kingma
- Alex Krizhevsky
- Yoshua Bengio
- Ilya Sutskever
- Ross B. Girshick
- Karen Simonyan
- Yann LeCun
- Sepp Hochreiter
Who trusts Pan Lu overall
- Peng Gao
- Renrui Zhang
- Wenhu Chen
- Jiaming Han
- Haotian Liu
- Chunyuan Li
- Ziniu Hu
- Bo Li
- Penghao Wu
- Baolin Peng
Papers from Pan Lu's perspective
Ordered by how strongly the researchers Pan Lu 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
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention (2023) — 1,040 citations
- Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering (2018) — 416 citations
- LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model (2023) — 758 citations
- Question-Guided Hybrid Convolution for Visual Question Answering (2018) — 71 citations
- Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering (2017) — 82 citations
- Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning (2021) — 520 citations
- IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning (2021) — 307 citations
- Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering (2022) — 2,503 citations
- LILA: A Unified Benchmark for Mathematical Reasoning (2022) — 171 citations
- Knowledge Aware Semantic Concept Expansion for Image-Text Matching (2019) — 83 citations
- R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering (2018) — 84 citations
- Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models (2023) — 483 citations
- A Survey of Deep Learning for Mathematical Reasoning (2022) — 204 citations
- SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models (2024) — 159 citations
- TheoremQA: A Theorem-driven Question Answering dataset (2023) — 250 citations
- MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? (2024) — 698 citations
- SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models (2023) — 252 citations
- MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts (2023) — 1,741 citations
- Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning (2022) — 463 citations