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Yongfeng Zhang

Papers
22

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22papers

Authored papers

22

Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey

arXiv 2026

2026

A-MEM: Agentic Memory for LLM Agents

arXiv 2025

2025

LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS

arXiv 2025

2025

iAgent: LLM Agent as a Shield between User and Recommender Systems

arXiv 2025

2025

Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding

arXiv 2025

2025

When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments

arXiv 2024

2024

Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents

arXiv 2024

2024

From Commands to Prompts: LLM-based Semantic File System for AIOS

arXiv 2024

2024

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models

arXiv 2024

2024

Robustness-aware Automatic Prompt Optimization

arXiv 2024

2024

Game-theoretic LLM: Agent Workflow for Negotiation Games

arXiv 2024

2024

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?

arXiv 2024

2024

AutoFlow: Automated Workflow Generation for Large Language Model Agents

arXiv 2024

2024

Disentangling Memory and Reasoning Ability in Large Language Models

arXiv 2024

2024

The Impact of Reasoning Step Length on Large Language Models

arXiv 2024

2024

SLMRec: Distilling Large Language Models into Small for Sequential Recommendation

arXiv 2024

2024

What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents

arXiv 2024

2024

OpenAGI: When LLM Meets Domain Experts

NeurIPS 2023 11

2023

War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars

arXiv 2023

2023

How to Index Item IDs for Recommendation Foundation Models

arXiv 2023

2023

Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

arXiv 2022

2022

CLIP-Adapter: Better Vision-Language Models with Feature Adapters

arXiv 2021

2021

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from 22 papers