Pan Lu
32 papers · 2018–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (57) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
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Grand Slam
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Deep Specialist
(14)
π€
Dynamic Duo
(13)
π§
Keyword Pioneer
π
Triple Crown
β‘
Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
ποΈ
Keyword Collector
(141)
Top co-authors
Research topics
Artificial Intelligence
(27)
Core AI
(26)
Natural Language Processing
(18)
Machine Learning
(11)
Applications
(9)
Deep Learning
(8)
Computer Vision
(7)
Resources & Methods
(7)
Generation Β· Natural Language Processing
(6)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Application Areas
(3)
Architectures
(3)
Generation Β· Computer Vision
(3)
Keywords
large language model
(11)
mathematical reasoning
(5)
multimodal learning
(5)
question answering
(4)
benchmark evaluation
(4)
visual reasoning
(3)
multi-task learning
(2)
theorem proving
(2)
parameter-efficient fine-tuning
(2)
language model
(2)
vision-language model
(2)
representation learning
(2)
geometry problem solving
(2)
instruction tuning
(2)
retrieval-augmented generation
(2)
self-supervised learning
(1)
preference learning
(1)
causal reasoning
(1)
few-shot learning
(1)
reinforcement learning
(1)
Papers
OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning
ACL 2026
ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
ICLR 2025
MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
ICLR 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
ICLR 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025
Protein Large Language Models: A Comprehensive Survey
EMNLP 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
CVPR 2025
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
ACL 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
NeurIPS 2024
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention
ICLR 2024
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
ECCV 2024
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
ICLR 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
EMNLP 2024
Multimodal Procedural Planning via Dual Text-Image Prompting
EMNLP 2024
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
ICML 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
ICML 2024
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
EMNLP 2024
A Survey of Deep Learning for Mathematical Reasoning
ACL 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
NeurIPS 2023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
ICLR 2023
TheoremQA: A Theorem-driven Question Answering Dataset
EMNLP 2023
Learning from the Tangram to Solve Mini Visual Tasks
AAAI 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
NeurIPS 2022
LILA: A Unified Benchmark for Mathematical Reasoning
EMNLP 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
EMNLP 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System
AAAI 2022
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
ACL 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
ACL 2021
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption
AAAI 2020
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering
CVPR 2019
Knowledge Aware Semantic Concept Expansion for Image-Text Matching
IJCAI 2019
Question-Guided Hybrid Convolution for Visual Question Answering
ECCV 2018