Pan Lu
- Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
2022/09/20 by Pan Lu, Lu, Pan, Swaroop Mishra +15 · 412 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
- MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
2024/03/21 by Renrui Zhang, Zhang, Renrui, Dongzhi Jiang +18 · 210 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- Lila: A Unified Benchmark for Mathematical Reasoning
2022/10/31 by Swaroop Mishra, Mishra, Swaroop, Matthew Finlayson +19 · 1 voice · 13 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
2021/05/10 by Pan Lu, Ran Gong, Lu, Pan +11 · 110 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
2023/07/20 by Xiaoxuan Wang, Ziniu Hu, Wang, Xiaoxuan +17 · 2 voices · 48 citations
Computer Science · Psychology · Social Sciences · #Education and Critical Thinking Development #Educational Strategies and Epistemologies #Online Learning and Analytics #cs.AI #cs.CL #cs.LG
- LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention
2023/03/28 by Renrui Zhang, Zhang, Renrui, Jiaming Han +16 · 95 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
2022/09/29 by Pan Lu, Liang Qiu, Lu, Pan +13 · 68 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model
2023/04/28 by Peng Gao, Gao, Peng, Jiaming Han +21 · 65 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
- Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
2023/04/19 by Pan Lu, Baolin Peng, Lu, Pan +15 · 1 voice · 51 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
- IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning
2021/10/25 by Pan Lu, Lu, Pan, Liang Qiu +15 · 37 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
2026/05/03 by Zhuofeng Li, Haoxiang Zhang, Cong Wei +16 · 11 voices · 5 citations
#cs.IR #cs.AI
- TheoremQA: A Theorem-driven Question Answering dataset
2023/05/21 by Wenhu Chen, Chen, Wenhu, Ming Yin +14 · 40 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
2022/12/06 by Jiaqi Chen, Tong Li, Chen, Jiaqi +11 · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
2024/01/09 by Jia-Chen Gu, Hao-Xiang Xu, Gu, Jia-Chen +11 · 22 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- A Survey of Deep Learning for Mathematical Reasoning
2022/12/20 by Pan Lu, Liang Qiu, Lu, Pan +7 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Online Learning and Analytics
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension
2024/05/30 by Yihe Deng, Pan Lu, Deng, Yihe +14 · 20 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
2024/09/19 by Dongzhi Jiang, Renrui Zhang, Jiang, Dongzhi +23 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
2024/02/27 by Xiao Liu, Zirui Wu, Liu, Xiao +9 · 17 citations
Computer Science · #Statistical and Computational Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- Code as Agent Harness
2026/05/18 by Xuying Ning, Katherine Tieu, Dongqi Fu +39 · 4 voices · 1 citation
#cs.CL #cs.AI
- SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
2024/02/08 by Liu, Dongyang, Renrui Zhang, Longtian Qiu +34 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering
2018/12/13 by Peng Gao, Zhengkai Jiang, Peng, Gao +11 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Protein Large Language Models: A Comprehensive Survey
2025/02/21 by Yijia Xiao, Wanjia Zhao, Xiao, Yijia +30 · 6 voices · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Machine Learning in Bioinformatics #cs.AI #cs.CE #cs.CL #cs.LG #q-bio.BM
- Latent Collaboration in Multi-Agent Systems
2025/11/25 by Jiaru Zou, Ruizhong Qiu, Zou, Jiaru +23 · 4 voices · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
- Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
- Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
2021/10/13 by Sheng Bi, Bi, Sheng, Xiya Cheng +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Differentiated childhoods: impacts of rural labor migration on left-behind children in China
2011/03/01 by Ye Jingzhong, Pan Lu · 1 citation
- Solving Inequality Proofs with Large Language Models
2025/06/09 by Pan Lu, Jiayi Sheng, Lu, Pan +10 · 10 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Topic Modeling
- Agents' Last Exam
2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
#cs.AI #cs.CL #cs.LG
- Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
2025/06/18 by Sheng Liu, Liu, Sheng, Tianlang Chen +10 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
- In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
2025/10/07 by Zhuofeng Li, Zhunan Li, Haoxiang Zhang +16 · 1 voice · 6 citations
Computer Science · Decision Sciences · #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications #cs.AI #cs.CL #cs.LG #cs.MA
- AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
2026/07/21 by Kunlun Zhu, Xuyan Ye, Zhiguang Han +9 · 1 voice · 1 citation
#cs.AI #cs.CL