Cover Image

Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Guanyu, Feng, Tao, Han, Pengrui, Liu, Ge, You, Jiaxuan
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems
by: Feng, Tao, et al.
Published: (2026)

AcademicEval: Live Long-Context LLM Benchmark
by: Zhang, Haozhen, et al.
Published: (2025)

GMTRouter: Personalized LLM Router over Multi-turn User Interactions
by: Xie, Encheng, et al.
Published: (2025)

In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models
by: Han, Pengrui, et al.
Published: (2024)

ResearchArcade: Graph Interface for Academic Tasks
by: Xu, Jingjun, et al.
Published: (2025)

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing
by: Xu, Jingjun, et al.
Published: (2026)

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents
by: Feng, Tao, et al.
Published: (2026)

ExpWeaver: LLM Agents Learn from Experience via Latent RAG
by: Feng, Tao, et al.
Published: (2026)

Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
by: Yang, Yuheng, et al.
Published: (2026)

DiagramEval: Evaluating LLM-Generated Diagrams via Graphs
by: Liang, Chumeng, et al.
Published: (2025)

How Far Are We From AGI: Are LLMs All We Need?
by: Feng, Tao, et al.
Published: (2024)

GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs
by: Feng, Tao, et al.
Published: (2026)

DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
by: Yao, Jinwei, et al.
Published: (2024)

Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
by: Zhang, Haozhen, et al.
Published: (2024)

Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
by: Zhang, Haozhen, et al.
Published: (2025)

The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs
by: Han, Pengrui, et al.
Published: (2025)

GaussMaster: An LLM-based Database Copilot System
by: Zhou, Wei, et al.
Published: (2025)

OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models
by: Wen, Haomin, et al.
Published: (2024)

AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)

ExpGraph: Model-Agnostic Experience Learning with Graph-Structured Memory for LLM Agents
by: Feng, Tao, et al.
Published: (2026)

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
by: Wang, Piaohong, et al.
Published: (2025)

Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System
by: Jiang, Feng, et al.
Published: (2024)

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs
by: Han, Pengrui, et al.
Published: (2026)

A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression
by: Ren, Jincheng, et al.
Published: (2026)

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers
by: Lin, Liang, et al.
Published: (2025)

ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities
by: Hong, Zhaochen, et al.
Published: (2025)

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance
by: Sun, Liwen, et al.
Published: (2024)

Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks
by: Yang, Yuqing, et al.
Published: (2026)

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
by: Wang, Yubo, et al.
Published: (2025)

DecompressionLM: Deterministic, Diagnostic, and Zero-Shot Concept Graph Extraction from Language Models
by: Hong, Zhaochen, et al.
Published: (2026)

Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
by: Liu, Chengzhi, et al.
Published: (2025)

GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)
by: Liang, Jiaqing, et al.
Published: (2026)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
by: Zhang, Haozhen, et al.
Published: (2026)

Table as Thought: Exploring Structured Thoughts in LLM Reasoning
by: Sun, Zhenjie, et al.
Published: (2025)

EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)

EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration
by: Guo, Xinshuai, et al.
Published: (2026)

MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning
by: Wang, Yimeng, et al.
Published: (2026)

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
by: Tamber, Manveer Singh, et al.
Published: (2025)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
by: Wang, Siyuan, et al.
Published: (2024)

A Dynamic Self-Evolving Extraction System
by: Amin-Naseri, Moin, et al.
Published: (2026)