Pan Lu
- Papers
- 26
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Authored papers
26Recursive Multi-Agent Systems
arXiv 2026
Scientific reasoning does not reliably translate into scientific forecasting in frontier AI
arXiv 2026
Code as Agent Harness
arXiv 2026
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
arXiv 2026
Interactive Evaluation Requires a Design Science
arXiv 2026
Solving Inequality Proofs with Large Language Models
arXiv 2025
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
arXiv 2025
Where LLM Agents Fail and How They can Learn From Failures
arXiv 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
arXiv 2025
Latent Collaboration in Multi-Agent Systems
arXiv 2025
Adaptation of Agentic AI
arXiv 2025
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
arXiv 2025
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
arXiv 2025
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
arXiv 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
arXiv 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
arXiv 2024
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
arXiv 2024
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
arXiv 2024
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model
arXiv 2023
TheoremQA: A Theorem-driven Question Answering dataset
arXiv 2023
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
arXiv 2023
Multimodal Procedural Planning via Dual Text-Image Prompting
arXiv 2023
A Survey of Deep Learning for Mathematical Reasoning
arXiv 2022
Lila: A Unified Benchmark for Mathematical Reasoning
arXiv 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
arXiv 2022
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
ACL 2021 5
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