Pan Lu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 67

Top Topics

Fiber Bragg Grating

Carbon Nanotubes

Question Answering

Symbolic Reasoning

Top Venues

Publications

Renrui Zhang, Dongzhi Jiang, Yichi Zhang, Haokun Lin, Ziyu Guo, Pengshuo Qiu, Aojun Zhou, Pan Lu, Kai-Wei Chang, Peng Gao, Hongsheng Li
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? CoRR (2024)
Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng
Model Editing Can Hurt General Abilities of Large Language Models. CoRR (2024)
Pan Lu, Hritik Bansal, Tony Xia, Jiacheng Liu, Chunyuan Li, Hannaneh Hajishirzi, Hao Cheng, Kai-Wei Chang, Michel Galley, Jianfeng Gao
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts. ICLR (2024)
Peng Gao, Renrui Zhang, Chris Liu, Longtian Qiu, Siyuan Huang, Weifeng Lin, Shitian Zhao, Shijie Geng, Ziyi Lin, Peng Jin, Kaipeng Zhang, Wenqi Shao, Chao Xu, Conghui He, Junjun He, Hao Shao, Pan Lu, Hongsheng Li, Yu Qiao
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. CoRR (2024)
Renrui Zhang, Jiaming Han, Chris Liu, Aojun Zhou, Pan Lu, Yu Qiao, Hongsheng Li, Peng Gao
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention. ICLR (2024)
Yihe Deng, Pan Lu, Fan Yin, Ziniu Hu, Sheng Shen, James Zou, Kai-Wei Chang, Wei Wang
Enhancing Large Vision Language Models with Self-Training on Image Comprehension. CoRR (2024)
Yaobang Gong, Tanner Isom, Pan Lu, Xianfeng Terry Yang, Aaron Wang
Modeling the impact of COVID-19 on transportation at later stage of the pandemic: A case study of Utah. J. Intell. Transp. Syst. 28 (4) (2024)
Xueqing Wu, Zongyu Lin, Songyan Zhao, Te-Lin Wu, Pan Lu, Nanyun Peng, Kai-Wei Chang
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs. CoRR (2024)
Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. ACL (Findings) (2024)
Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. CoRR (2024)
Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR (2024)
Renrui Zhang, Jiaming Han, Aojun Zhou, Xiangfei Hu, Shilin Yan, Pan Lu, Hongsheng Li, Peng Gao, Yu Qiao
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention. CoRR (2023)
Peng Gao, Jiaming Han, Renrui Zhang, Ziyi Lin, Shijie Geng, Aojun Zhou, Wei Zhang, Pan Lu, Conghui He, Xiangyu Yue, Hongsheng Li, Yu Qiao
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model. CoRR (2023)
Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Eric Wang, William Yang Wang
Multimodal Procedural Planning via Dual Text-Image Prompting. CoRR (2023)
Xinyi Yang, Xingyu Wang, Joseph Podolsky, Ying Huang, Pan Lu
Assessing Vehicle Wandering Effects on the Accuracy of Weigh-in-Motion Measurement Based on In-Pavement Fiber Bragg Sensors through a Hybrid Sensor-Camera System. Sensors 23 (21) (2023)
Pan Lu, Hritik Bansal, Tony Xia, Jiacheng Liu, Chunyuan Li, Hannaneh Hajishirzi, Hao Cheng, Kai-Wei Chang, Michel Galley, Jianfeng Gao
MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V, Bard, and Other Large Multimodal Models. CoRR (2023)
Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang
A Survey of Deep Learning for Mathematical Reasoning. ACL (1) (2023)
Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models. NeurIPS (2023)
Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. CoRR (2023)
Wenhu Chen, Ming Yin, Max Ku, Elaine Wan, Xueguang Ma, Jianyu Xu, Tony Xia, Xinyi Wang, Pan Lu
TheoremQA: A Theorem-driven Question Answering dataset. CoRR (2023)
Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models. CoRR (2023)
Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia
TheoremQA: A Theorem-driven Question Answering Dataset. EMNLP (2023)
Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning. ICLR (2023)
Pan Lu, Wen Wang, Qian Yu, Bishuang Fan, Pengfei Liu, Faliang Wang, Xiangjun Zeng
Permanent Single-Line-to-Ground Fault Removal Method for Ferro-Resonance Avoidance in Neutral Ungrounded Distribution Network. IEEE Access 10 (2022)
Yizhou Zhao, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu
Learning from the Tangram to Solve Mini Visual Tasks. AAAI (2022)
Pan Lu, Panagiotis Kosmas
Three-Dimensional Microwave Head Imaging with GPU-Based FDTD and the DBIM Method. Sensors 22 (7) (2022)
Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu
ValueNet: A New Dataset for Human Value Driven Dialogue System. AAAI (2022)
Jiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression. EMNLP (2022)
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan
LILA: A Unified Benchmark for Mathematical Reasoning. EMNLP (2022)
Pan Lu, Swaroop Mishra, Tanglin Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. NeurIPS (2022)
Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning. CoRR (2022)
Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang
A Survey of Deep Learning for Mathematical Reasoning. CoRR (2022)
Jiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression. CoRR (2022)
Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu
Towards Socially Intelligent Agents with Mental State Transition and Human Value. SIGDIAL (2022)
Yizhou Zhao, Liang Qiu, Wensi Ai, Pan Lu, Song-Chun Zhu
Triangular Character Animation Sampling with Motion, Emotion, and Relation. CoRR (2022)
Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. CoRR (2022)
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan
Lila: A Unified Benchmark for Mathematical Reasoning. CoRR (2022)
Lu Gao, Pan Lu, Yihao Ren
A deep learning approach for imbalanced crash data in predicting highway-rail grade crossings accidents. Reliab. Eng. Syst. Saf. 216 (2021)
Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu
ValueNet: A New Dataset for Human Value Driven Dialogue System. CoRR (2021)
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues. CoRR (2021)
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues. ACL/IJCNLP (1) (2021)
Yizhou Zhao, Wensi Ai, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu
GenMotion: Data-driven Motion Generators for Real-time Animation Synthesis. CoRR (2021)
Mohammad Amir Mansoori, Pan Lu, Mario R. Casu
FPGA Acceleration of 3D FDTD for Multi- Antennas Microwave Imaging Using HLS. IEEE Access 9 (2021)
Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. CoRR (2021)
Yizhou Zhao, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu
Learning from the Tangram to Solve Mini Visual Tasks. CoRR (2021)
Pan Lu, Liang Qiu, Jiaqi Chen, Tony Xia, Yizhou Zhao, Wei Zhang, Zhou Yu, Xiaodan Liang, Song-Chun Zhu
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning. CoRR (2021)
Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. ACL/IJCNLP (1) (2021)
Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu
Towards Socially Intelligent Agents with Mental State Transition and Human Utility. CoRR (2021)
Pan Lu, Liang Qiu, Jiaqi Chen, Tanglin Xia, Yizhou Zhao, Wei Zhang, Zhou Yu, Xiaodan Liang, Song-Chun Zhu
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning. NeurIPS Datasets and Benchmarks (2021)
Mu'ath Al-Tarawneh, Ying Huang, Pan Lu, Raj Bridgelall
Weigh-In-Motion System in Flexible Pavements Using Fiber Bragg Grating Sensors Part A: Concept. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Leonard Chia, Gina Blazanin, Ying Huang, Umma Salma Rashid, Pan Lu, Senay Simsek, Achintya N. Bezbaruah
Surface Treatment of Carbon Nanotubes Using Modified Tapioca Starch for Improved Force Detection Consistency in Smart Cementitious Materials. Sensors 20 (14) (2020)
Wei Zhang, Yue Ying, Pan Lu, Hongyuan Zha
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption. AAAI (2020)
Xiaoyi Zhou, Pan Lu, Zijian Zheng, Denver Tolliver, Amin Keramati
Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree. Reliab. Eng. Syst. Saf. 200 (2020)
Olympia Karadima, Mohammed Rahman, Ioannis Sotiriou, Navid Ghavami, Pan Lu, Syed Ahsan, Panagiotis Kosmas
Experimental Validation of Microwave Tomography with the DBIM-TwIST Algorithm for Brain Stroke Detection and Classification. Sensors 20 (3) (2020)
Ning Liu, Pan Lu, Wei Zhang, Jianyong Wang
Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction. ICDE (2019)
Yuanquan Lu, Wei Zhang, Pan Lu, Jianyong Wang
A Novel Hybrid Sequential Model for Review-Based Rating Prediction. PAKDD (1) (2019)
Botian Shi, Lei Ji, Pan Lu, Zhendong Niu, Nan Duan
Knowledge Aware Semantic Concept Expansion for Image-Text Matching. IJCAI (2019)
Peng Gao, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven C. H. Hoi, Xiaogang Wang, Hongsheng Li
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering. CVPR (2019)
Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering. CoRR (2018)
Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering. KDD (2018)
Peng Gao, Hongsheng Li, Shuang Li, Pan Lu, Yikang Li, Steven C. H. Hoi, Xiaogang Wang
Question-Guided Hybrid Convolution for Visual Question Answering. ECCV (1) (2018)
Peng Gao, Pan Lu, Hongsheng Li, Shuang Li, Yikang Li, Steven C. H. Hoi, Xiaogang Wang
Question-Guided Hybrid Convolution for Visual Question Answering. CoRR (2018)
Peng Gao, Hongsheng Li, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven C. H. Hoi, Xiaogang Wang
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering. CoRR (2018)
Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, Xiaogang Wang
Co-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering. AAAI (2018)
Yingying Liu, Shun Cheng, Shaogang Ding, Pan Lu, Yuanhao Sun
基于改进ViBe算法的园林游客检测研究 (Garden Tourist Detection Based on Improved ViBe Algorithm). 计算机科学 44 (Z6) (2017)
Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, Xiaogang Wang
Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering. CoRR (2017)
Xue Li, Xiong Zhang, Lei Wu, Pan Lu, Shaohua Zhang
Transmission Line Overload Risk Assessment for Power Systems With Wind and Load-Power Generation Correlation. IEEE Trans. Smart Grid 6 (3) (2015)
Chengjiong Wei, Min Yao, Pan Lu, Qi Hu, Nenggan Zheng
OSEK/VDX-Based Dynamic Network Management on Automotive Network. ICESS (2009)
Hong Li, Pan Lu, Min Yao, Nan Li
SmartSAR: A Component-Based Hierarchy Software Platform for Automotive Electronics. ICESS (2009)