PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory
Fuente:
arXiv
Guardado en:
| Autores principales: | Jiang, Bowen, Yuan, Yuan, Shen, Maohao, Hao, Zhuoqun, Xu, Zhangchen, Chen, Zichen, Liu, Ziyi, Vijjini, Anvesh Rao, He, Jiashu, Yu, Hanchao, Poovendran, Radha, Wornell, Gregory, Ungar, Lyle, Roth, Dan, Chen, Sihao, Taylor, Camillo Jose |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
por: Jiang, Bowen, et al.
Publicado: (2025)
por: Jiang, Bowen, et al.
Publicado: (2025)
Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations?
por: Vijjini, Anvesh Rao, et al.
Publicado: (2026)
por: Vijjini, Anvesh Rao, et al.
Publicado: (2026)
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations
por: Jiang, Bowen, et al.
Publicado: (2025)
por: Jiang, Bowen, et al.
Publicado: (2025)
Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas
por: Giorgi, Salvatore, et al.
Publicado: (2024)
por: Giorgi, Salvatore, et al.
Publicado: (2024)
Exploring Safety-Utility Trade-Offs in Personalized Language Models
por: Vijjini, Anvesh Rao, et al.
Publicado: (2024)
por: Vijjini, Anvesh Rao, et al.
Publicado: (2024)
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning
por: Xu, Zhangchen, et al.
Publicado: (2024)
por: Xu, Zhangchen, et al.
Publicado: (2024)
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
por: Xu, Zhangchen, et al.
Publicado: (2025)
por: Xu, Zhangchen, et al.
Publicado: (2025)
Steering Multimodal Large Language Models Decoding for Context-Aware Safety
por: Liu, Zheyuan, et al.
Publicado: (2025)
por: Liu, Zheyuan, et al.
Publicado: (2025)
Stronger Models are NOT Stronger Teachers for Instruction Tuning
por: Xu, Zhangchen, et al.
Publicado: (2024)
por: Xu, Zhangchen, et al.
Publicado: (2024)
ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates
por: Jiang, Fengqing, et al.
Publicado: (2024)
por: Jiang, Fengqing, et al.
Publicado: (2024)
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
por: Xu, Zhangchen, et al.
Publicado: (2025)
por: Xu, Zhangchen, et al.
Publicado: (2025)
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning
por: Xu, Zhangchen, et al.
Publicado: (2024)
por: Xu, Zhangchen, et al.
Publicado: (2024)
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
por: Chen, Aili, et al.
Publicado: (2025)
por: Chen, Aili, et al.
Publicado: (2025)
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models
por: Vijjini, Anvesh Rao, et al.
Publicado: (2024)
por: Vijjini, Anvesh Rao, et al.
Publicado: (2024)
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
por: Xu, Zhangchen, et al.
Publicado: (2024)
por: Xu, Zhangchen, et al.
Publicado: (2024)
EpiPersona: Persona Projection and Episode Coupling for Pluralistic Preference Modeling
por: Zhang, Yujie, et al.
Publicado: (2026)
por: Zhang, Yujie, et al.
Publicado: (2026)
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
por: Li, Yuetai, et al.
Publicado: (2024)
por: Li, Yuetai, et al.
Publicado: (2024)
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs
por: Jiang, Fengqing, et al.
Publicado: (2024)
por: Jiang, Fengqing, et al.
Publicado: (2024)
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance
por: de Araujo, Pedro Henrique Luz, et al.
Publicado: (2025)
por: de Araujo, Pedro Henrique Luz, et al.
Publicado: (2025)
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
por: Xu, Zhangchen, et al.
Publicado: (2025)
por: Xu, Zhangchen, et al.
Publicado: (2025)
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
por: Xu, Zhangchen, et al.
Publicado: (2024)
por: Xu, Zhangchen, et al.
Publicado: (2024)
PAARS: Persona Aligned Agentic Retail Shoppers
por: Mansour, Saab, et al.
Publicado: (2025)
por: Mansour, Saab, et al.
Publicado: (2025)
EMPA: Evaluating Persona-Aligned Empathy as a Process
por: Zhang, Shiya, et al.
Publicado: (2026)
por: Zhang, Shiya, et al.
Publicado: (2026)
Agentic Personas for Adaptive Scientific Explanations with Knowledge Graphs
por: Nunes, Susana, et al.
Publicado: (2026)
por: Nunes, Susana, et al.
Publicado: (2026)
PersonaCite: VoC-Grounded Interviewable Agentic Synthetic AI Personas for Verifiable User and Design Research
por: Truss, Mario
Publicado: (2026)
por: Truss, Mario
Publicado: (2026)
One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence
por: Jiang, Bowen, et al.
Publicado: (2026)
por: Jiang, Bowen, et al.
Publicado: (2026)
After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants From Large-Scale Persona Interactions
por: Xuan, Ziyi, et al.
Publicado: (2026)
por: Xuan, Ziyi, et al.
Publicado: (2026)
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
por: Jiang, Fengqing, et al.
Publicado: (2025)
por: Jiang, Fengqing, et al.
Publicado: (2025)
Temporal Sampling for Forgotten Reasoning in LLMs
por: Li, Yuetai, et al.
Publicado: (2025)
por: Li, Yuetai, et al.
Publicado: (2025)
Small Models Struggle to Learn from Strong Reasoners
por: Li, Yuetai, et al.
Publicado: (2025)
por: Li, Yuetai, et al.
Publicado: (2025)
VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL
por: Feng, Yichen, et al.
Publicado: (2025)
por: Feng, Yichen, et al.
Publicado: (2025)
ATRIE: Adaptive Tuning for Robust Inference and Emotion in Persona-Driven Speech Synthesis
por: Li, Aoduo, et al.
Publicado: (2026)
por: Li, Aoduo, et al.
Publicado: (2026)
Whose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency
por: Batzner, Jan, et al.
Publicado: (2025)
por: Batzner, Jan, et al.
Publicado: (2025)
SAKE: Structured Agentic Knowledge Extrapolation for Complex LLM Reasoning via Reinforcement Learning
por: He, Jiashu, et al.
Publicado: (2025)
por: He, Jiashu, et al.
Publicado: (2025)
ClassShield - School Content Safety System
por: Anvesh Raman
Publicado: (2025)
por: Anvesh Raman
Publicado: (2025)
Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
por: Xu, Rui, et al.
Publicado: (2024)
por: Xu, Rui, et al.
Publicado: (2024)
Thermometer: Towards Universal Calibration for Large Language Models
por: Shen, Maohao, et al.
Publicado: (2024)
por: Shen, Maohao, et al.
Publicado: (2024)
Persona
Publicado: (2024)
Publicado: (2024)
Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios
por: Tan, Bryan Chen Zhengyu, et al.
Publicado: (2025)
por: Tan, Bryan Chen Zhengyu, et al.
Publicado: (2025)
PersonaGym: Evaluating Persona Agents and LLMs
por: Samuel, Vinay, et al.
Publicado: (2024)
por: Samuel, Vinay, et al.
Publicado: (2024)
Ejemplares similares
-
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
por: Jiang, Bowen, et al.
Publicado: (2025) -
Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations?
por: Vijjini, Anvesh Rao, et al.
Publicado: (2026) -
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations
por: Jiang, Bowen, et al.
Publicado: (2025) -
Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas
por: Giorgi, Salvatore, et al.
Publicado: (2024) -
Exploring Safety-Utility Trade-Offs in Personalized Language Models
por: Vijjini, Anvesh Rao, et al.
Publicado: (2024)