Pan Lu

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All published works

Action	Title	Year	Authors
+ PDF Chat	VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning	2024	Xueqing Wu Yongsheng Ding Bowen Li Pan Lu Da Yin Kai‐Wei Chang Nanyun Peng
+ PDF Chat	VDebugger: Harnessing Execution Feedback for Debugging Visual Programs	2024	Xueqing Wu Zongyu Lin Songyan Zhao Te-Lin Wu Pan Lu Nanyun Peng Kai-Wei Chang
+ PDF Chat	Enhancing Large Vision Language Models with Self-Training on Image Comprehension	2024	Yihe Deng Pan Lu Fan Yin Ziniu Hu Sheng Shen James Zou Kai‐Wei Chang Wei Wang
+ PDF Chat	Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data	2024	Xiao Liu Zirui Wu Xueqing Wu Pan Lu Kai-Wei Chang Yansong Feng
+	Model Editing Can Hurt General Abilities of Large Language Models	2024	Jia-Chen Gu Hao-Xiang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng
+ PDF Chat	Optimal Non-Asymptotic Bounds for the Sparse β Model	2023	Xin‐She Yang Pan Lu Kun Cheng Chao Liu
+	LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention	2023	Renrui Zhang Jiaming Han Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Peng Gao Yu Qiao
+	Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models	2023	Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Wu Song‐Chun Zhu Jianfeng Gao
+	LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model	2023	Peng Gao Jiaming Han Renrui Zhang Ziyi Lin Shijie Geng Aojun Zhou Wei Zhang Pan Lu Conghui He Xiangyu Yue
+	Multimodal Procedural Planning via Dual Text-Image Prompting	2023	Yujie Lu Pan Lu Zhiyu Chen Wanrong Zhu Xin Eric Wang William Yang Wang
+	TheoremQA: A Theorem-driven Question Answering dataset	2023	Wenhu Chen Ming Yin Max Ku Elaine Wan Xueguang Ma Jianyu Xu Tony Xia Xinyi Wang Pan Lu
+	A Survey of Deep Learning for Mathematical Reasoning	2023	Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang
+	MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V, Bard, and Other Large Multimodal Models	2023	Pan Lu Hritik Bansal Tony Xia Jiacheng Liu Chunyuan Li Hannaneh Hajishirzi Hao Cheng Kai-Wei Chang Michel Galley Jianfeng Gao
+ PDF Chat	TheoremQA: A Theorem-driven Question Answering Dataset	2023	Wenhu Chen Ming Yin Max Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia
+	Learning from the Tangram to Solve Mini Visual Tasks	2022	Yizhou Zhao Liang Qiu Pan Lu Feng Shi Tian Han Song‐Chun Zhu
+	Triangular Character Animation Sampling with Motion, Emotion, and Relation	2022	Yizhou Zhao Liang Qiu Wensi Ai Pan Lu Song‐Chun Zhu
+	Asymptotic theory in a class of directed random graph models with a differentially private bi-degree sequence	2022	Pan Lu Jianwei Hu Peiyan Li
+	Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering	2022	Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song‐Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan
+	Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning	2022	Pan Lu Liang Qiu Kai-Wei Chang Ying Wu Song‐Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan
+	Lila: A Unified Benchmark for Mathematical Reasoning	2022	Swaroop Mishra Matthew Finlayson Pan Lu Leonard Tang Sean Welleck Chitta Baral Tanmay Rajpurohit Oyvind Tafjord Ashish Sabharwal Peter Clark
+	UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression	2022	Jiaqi Chen Tong Li Jinghui Qin Pan Lu Liang Lin Chongyu Chen Xiaodan Liang
+	A Survey of Deep Learning for Mathematical Reasoning	2022	Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang
+ PDF Chat	UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression	2022	Jiaqi Chen Tong Li Jinghui Qin Pan Lu Liang Lin Chongyu Chen Xiaodan Liang
+ PDF Chat	LILA: A Unified Benchmark for Mathematical Reasoning	2022	Swaroop Mishra Matthew Finlayson Pan Lu Leonard Tang Sean Welleck Chitta Baral Tanmay Rajpurohit Oyvind Tafjord Ashish Sabharwal Peter E. Clark
+ PDF Chat	GenMotion: Data-driven Motion Generators for Real-time Animation Synthesis	2021	Yizhou Zhao Wensi Ai Liang Qiu Pan Lu Feng Shi Tian Han Song‐Chun Zhu
+ PDF Chat	Learning from the Tangram to Solve Mini Visual Tasks	2021	Yizhou Zhao Liang Qiu Pan Lu Feng Shi Tian Han Song‐Chun Zhu
+ PDF Chat	SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues	2021	Liang Qiu Liang Yuan Yizhou Zhao Pan Lu Baolin Peng Yu Zhou Ying Wu Song‐Chun Zhu
+	IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning	2021	Pan Lu Liang Qiu Jiaqi Chen Tony Xia Yizhou Zhao Wei Zhang Yu Zhou Xiaodan Liang Song‐Chun Zhu
+	Towards Socially Intelligent Agents with Mental State Transition and Human Utility	2021	Liang Qiu Yizhou Zhao Liang Yuan Pan Lu Weiyan Shi Yu Zhou Song‐Chun Zhu
+	Learning from the Tangram to Solve Mini Visual Tasks	2021	Yizhou Zhao Liang Qiu Pan Lu Feng Shi Tian Han Song‐Chun Zhu
+	Asymptotics in the<i>β</i>-model for networks with a differentially private degree sequence	2019	Pan Lu Ting Yan

Common Coauthors

Coauthor	Papers Together
Liang Qiu	12
Song‐Chun Zhu	11
Kai-Wei Chang	9
Yizhou Zhao	8
Tony Xia	5
Ashwin Kalyan	4
Sean Welleck	4
Tian Han	3
Jiaqi Chen	3
Swaroop Mishra	3
Feng Shi	3
Peter Clark	3
Oyvind Tafjord	3
Xueqing Wu	3
Xiaodan Liang	3
Ying Wu	3
Nanyun Peng	3
Tanmay Rajpurohit	3
Peng Gao	2
Michel Galley	2
Xinyi Wang	2
Max Ku	2
Liang Yuan	2
Liang Lin	2
Wenhao Yu	2
Baolin Peng	2
Jiaming Han	2
Leonard Tang	2
Jianyu Xu	2
Yu Zhou	2
Hongsheng Li	2
Yu Qiao	2
Kai‐Wei Chang	2
Ashish Sabharwal	2
Aojun Zhou	2
Matthew Finlayson	2
Xueguang Ma	2
Chitta Baral	2
Chongyu Chen	2
Wensi Ai	2
Ming Yin	2
Jinghui Qin	2
Wenhu Chen	2
Tong Li	2
Renrui Zhang	1
Feng Shi	1
Hao-Xiang Xu	1
Chunyuan Li	1
Yihe Deng	1
Zongyu Lin	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning	2021	Jiaqi Chen Jianheng Tang Jinghui Qin Xiaodan Liang Lingbo Liu Eric P. Xing Liang Lin	3
+ PDF Chat	LILA: A Unified Benchmark for Mathematical Reasoning	2022	Swaroop Mishra Matthew Finlayson Pan Lu Leonard Tang Sean Welleck Chitta Baral Tanmay Rajpurohit Oyvind Tafjord Ashish Sabharwal Peter E. Clark	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning	2021	Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song‐Chun Zhu	3
+	Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning	2022	Pan Lu Liang Qiu Kai-Wei Chang Ying Wu Song‐Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan	3
+	Empirical explorations of the geometry theorem machine	1960	H. Gelernter Josie Hansen Donald W. Loveland	2
+	Show Your Work: Scratchpads for Intermediate Computation with Language Models	2021	Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin David Bieber David Dohan Aitor Lewkowycz Maarten Bosma David Luan	2
+ PDF Chat	Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems	2017	Ling Wang Dani Yogatama Chris Dyer Phil Blunsom	2
+	Training Verifiers to Solve Math Word Problems	2021	Karl Cobbe Vineet Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun Łukasz Kaiser Matthias Plappert Jerry Tworek Jacob Hilton Reiichiro Nakano	2
+	Self-Consistency Improves Chain of Thought Reasoning in Language Models	2022	Xuezhi Wang Jason Lee Dale Schuurmans Quoc V. Le Ed H. Denny Zhou	2
+	Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering	2022	Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song‐Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan	2
+	Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks	2022	Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen	2
+ PDF Chat	UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression	2022	Jiaqi Chen Tong Li Jinghui Qin Pan Lu Liang Lin Chongyu Chen Xiaodan Liang	2
+	Analysing Mathematical Reasoning Abilities of Neural Models	2019	David Saxton Edward Grefenstette Felix Hill Pushmeet Kohli	2
+	IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning	2021	Pan Lu Liang Qiu Jiaqi Chen Tony Xia Yizhou Zhao Wei Zhang Yu Zhou Xiaodan Liang Song‐Chun Zhu	2
+	Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks	2021	Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin	2
+	Are NLP Models really able to Solve Simple Math Word Problems	2021	Arkil Patel Satwik Bhattamishra Navin Goyal	2
+	TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance	2021	Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat‐Seng Chua	2
+	MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms	2019	Aida Amini Saadia Gabriel Peter Lin Rik Koncel-Kedziorski Yejin Choi Hannaneh Hajishirzi	2
+	Chain-of-Thought Prompting Elicits Reasoning in Large Language Models	2022	Jason Lee Xuezhi Wang Dale Schuurmans Maarten Bosma Ed H. Quoc V. Le Denny Zhou	2
+	BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation	2022	Junnan Li Dongxu Li Caiming Xiong Steven C. H. Hoi	2
+ PDF Chat	NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks	2022	Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Sachdeva Peter Clark Chitta Baral Ashwin Kalyan	2
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	2
+	Language Models are Few-Shot Learners	2020	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	2
+	Inference using noisy degrees: Differentially private $\beta$-model and synthetic graphs	2015	Vishesh Karwa Aleksandra Slavković	2
+	PAL: Program-aided Language Models	2022	Luyu Gao Aman Madaan Shuyan Zhou Uri Alon Pengfei Liu Yiming Yang Jamie Callan Graham Neubig	2
+	Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models	2023	Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Wu Song‐Chun Zhu Jianfeng Gao	2
+ PDF Chat	FiLM: Visual Reasoning with a General Conditioning Layer	2018	Ethan Perez Florian Strub Harm de Vries Vincent Dumoulin Aaron Courville	2
+	Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems	2017	Shyam Upadhyay Ming‐Wei Chang	2
+ PDF Chat	Solving General Arithmetic Word Problems	2015	Subhro Roy Dan Roth	2
+	A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers	2020	Shen-Yun Miao Chao-Chun Liang Keh‐Yih Su	2
+ PDF Chat	Random graphs with a given degree sequence	2011	Sourav Chatterjee Persi Diaconis Allan Sly	2
+ PDF Chat	A central limit theorem in the -model for undirected random graphs with a diverging number of vertices	2013	Ting Yan Jinfeng Xu	2
+	Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems	2020	Jinghui Qin Lihui Lin Xiaodan Liang Rumin Zhang Liang Lin	2
+	Measuring Mathematical Problem Solving With the MATH Dataset	2021	Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang Dawn Song Jacob Steinhardt	2
+	IsarStep: a Benchmark for High-level Mathematical Reasoning	2020	Wenda Li Lei Yu Yuhuai Wu Lawrence C. Paulson	2
+	NaturalProofs: Mathematical Theorem Proving in Natural Language	2021	Sean Welleck Jiacheng Liu Ronan Le Bras Hannaneh Hajishirzi Yejin Choi Kyunghyun Cho	2
+	Unifying Vision-and-Language Tasks via Text Generation	2021	Jaemin Cho Jie Lei Hao Tan Mohit Bansal	2
+	Program Synthesis with Large Language Models	2021	Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski David Dohan Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le	2
+	An Introduction to Java Geometry Expert	2011	Zheng Ye Shang-Ching Chou Xiao-Shan Gao	2
+	Evaluating Large Language Models Trained on Code	2021	Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé de Oliveira Pinto Jared Kaplan Harrison Edwards Yuri Burda Nicholas Joseph Greg Brockman	2
+ PDF Chat	FinQA: A Dataset of Numerical Reasoning over Financial Data	2021	Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova Dylan Langdon Reema Moussa Matt Beane Ting-Hao Huang Bryan Routledge	2
+	PaLM: Scaling Language Modeling with Pathways	2022	Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra Adam Roberts Paul Barham Hyung Won Chung Charles Sutton Sebastian Gehrmann	2
+	Scaling Language Models: Methods, Analysis & Insights from Training Gopher	2021	Jack W. Rae Sebastian Borgeaud Trevor Cai Katie Millican Jordan Hoffmann Francis Song John Aslanides Sarah B. Henderson Roman Ring Susannah Young	2
+	Training language models to follow instructions with human feedback	2022	Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright Pamela Mishkin Chong Zhang Sandhini Agarwal Katarina Slama Alex Ray	2
+	Large Language Models are Zero-Shot Reasoners	2022	Takeshi Kojima Shixiang Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa	2
+ PDF Chat	Human-Centric Indoor Scene Synthesis Using Stochastic Grammar	2018	Siyuan Qi Yixin Zhu Siyuan Huang Chenfanfu Jiang Song‐Chun Zhu	1
+	FigureQA: An Annotated Figure Dataset for Visual Reasoning	2017	Samira Ebrahimi Kahou Vincent Michalski Adam Atkinson Ákos Kádár Adam Trischler Yoshua Bengio	1
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	1
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1