Pan Lu

Pan Lu

University of California, Los Angeles

H-index: 18

North America-United States

About Pan Lu

Pan Lu, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Natural Language Processing, Machine Learning, Machine Reasoning, Mathematical Reasoning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Scibench: Evaluating college-level scientific problem-solving abilities of large language models

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Llama-adapter: Efficient fine-tuning of language models with zero-init attention

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Model Editing Can Hurt General Abilities of Large Language Models

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

A Survey of Deep Learning for Mathematical Reasoning

Pan Lu Information

University

Position

___

Citations(all)

1809

Citations(since 2020)

1789

Cited By

277

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

24

i10Index(since 2020)

24

Email

University Profile Page

Google Scholar

Pan Lu Skills & Research Interests

Natural Language Processing

Machine Learning

Machine Reasoning

Mathematical Reasoning

Top articles of Pan Lu

Title

Journal

Author(s)

Publication Date

Scibench: Evaluating college-level scientific problem-solving abilities of large language models

arXiv preprint arXiv:2307.10635

Xiaoxuan Wang

Ziniu Hu

Pan Lu

Yanqiao Zhu

Jieyu Zhang

...

2023/7/20

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

arXiv preprint arXiv:2403.14624

Renrui Zhang

Dongzhi Jiang

Yichi Zhang

Haokun Lin

Ziyu Guo

...

2024/3/21

Llama-adapter: Efficient fine-tuning of language models with zero-init attention

Renrui Zhang

Jiaming Han

Aojun Zhou

Xiangfei Hu

Shilin Yan

...

2024

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data

arXiv preprint arXiv:2402.17644

Xiao Liu

Zirui Wu

Xueqing Wu

Pan Lu

Kai-Wei Chang

...

2024/2/27

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

arXiv preprint arXiv:2402.05935

Peng Gao

Renrui Zhang

Chris Liu

Longtian Qiu

Siyuan Huang

...

2024/2/8

Model Editing Can Hurt General Abilities of Large Language Models

arXiv preprint arXiv:2401.04700

Jia-Chen Gu

Hao-Xiang Xu

Jun-Yu Ma

Pan Lu

Zhen-Hua Ling

...

2024/1/9

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

arXiv preprint arXiv:2310.02255

Pan Lu

Hritik Bansal

Tony Xia

Jiacheng Liu

Chunyuan Li

...

2023/10

A Survey of Deep Learning for Mathematical Reasoning

Pan Lu

Liang Qiu

Wenhao Yu

Sean Welleck

Kai-Wei Chang

2023/7

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

arXiv preprint arXiv:2209.14610

Pan Lu

Liang Qiu

Kai-Wei Chang

Ying Nian Wu

Song-Chun Zhu

...

2022/9/29

TheoremQA: A Theorem-driven Question Answering Dataset

EMNLP 2023

Wenhu Chen

Ming Yin

Max Ku

Elaine Wan

Xueguang Ma

...

2023/5/21

Multimodal Procedural Planning via Dual Text-Image Prompting

arXiv preprint arXiv:2305.01795

Yujie Lu

Pan Lu

Zhiyu Chen

Wanrong Zhu

Xin Eric Wang

...

2023/5/2

Llama-adapter v2: Parameter-efficient visual instruction model

arXiv preprint arXiv:2304.15010

Peng Gao

Jiaming Han

Renrui Zhang

Ziyi Lin

Shijie Geng

...

2023/4/28

Chameleon: Plug-and-play compositional reasoning with large language models

Advances in Neural Information Processing Systems

Pan Lu

Baolin Peng

Hao Cheng

Michel Galley

Kai-Wei Chang

...

2024/2/13

Towards socially intelligent agents with mental state transition and human value

Liang Qiu

Yizhou Zhao

Yuan Liang

Pan Lu

Weiyan Shi

...

2022/9

Triangular Character Animation Sampling with Motion, Emotion, and Relation

arXiv preprint arXiv:2203.04930

Yizhou Zhao

Liang Qiu

Wensi Ai

Pan Lu

Song-Chun Zhu

2022/3/9

Learning from the Tangram to Solve Mini Visual Tasks

Proceedings of the AAAI Conference on Artificial Intelligence

Yizhou Zhao

Liang Qiu

Pan Lu

Feng Shi

Tian Han

...

2022/6/28

LILA: A Unified Benchmark for Mathematical Reasoning

EMNLP

Swaroop Mishra

Matthew Finlayson

Pan Lu

Leonard Tang

Sean Welleck

...

2022/10/31

ValueNet: A New Dataset for Human Value Driven Dialogue System

Proceedings of the AAAI Conference on Artificial Intelligence

Liang Qiu

Yizhou Zhao

Jinchao Li

Pan Lu

Baolin Peng

...

2022/6/28

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

arXiv preprint arXiv:2212.02746

Jiaqi Chen

Tong Li

Jinghui Qin

Pan Lu

Liang Lin

...

2022/10

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Pan Lu

Swaroop Mishra

Tony Xia

Liang Qiu

Kai-Wei Chang

...

2022/9/20

See List of Professors in Pan Lu University(University of California, Los Angeles)

Co-Authors

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