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Jeff Z. Pan — most-cited papers & profile · AI for Code
← authors
·
overview
Jeff Z. Pan
31
papers ·
199
citations ·
49
h-index
Turing Institute · University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
2025 · 3 citations
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
2026
CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning
2025
PatchWorld: Gradient-Free Optimization of Executable World Models for Agent Environments
2026
OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation
2026
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
2026
Bridging the Agent-World Gap: Text World Models for LLM-based Agents
2026
Beyond Factual Accuracy: Evaluating Global Reasoning Integrity in RAG Systems with LogicScore
2026
Beyond Factual Accuracy: Evaluating Global Reasoning Integrity in RAG Systems with LogicScore
2026
Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge Graphs
2025
Dark Side of Modalities: Reinforced Multimodal Distillation for Multimodal Knowledge Graph Reasoning
2025
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
2025
Top co-authors
Jiaoyan Chen
· 2
Jiapu Wang
· 2
Ru Li
· 2
Zhichao Yan
· 2
Haoran Luo
· 1
Haoyu Huang
· 1
Hong Ting Tsang
· 1
Jiaxin Bai
· 1
Jiaxuan Xiong
· 1
Lihui Liu
· 1
Qingang Zhang
· 1
Shizhao Li
· 1
Topics
Evaluation
In-Context Learning
Fine-Tuning
Training Techniques
RAG
Agentic
Efficiency
Reinforcement Learning
Model-Based RL
Policy Gradient