AutoMaAS: Self-Evolving Multi-Agent Architecture Search for Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Bo, Li, Hang, Hu, ZeHua, Gui, XiaoFan, Liu, LuYao, Liu, Simon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
AgenticRAG: Tool-Augmented Foundation Models for Zero-Shot Explainable Recommender Systems
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
ExplainRec: Towards Explainable Multi-Modal Zero-Shot Recommendation with Preference Attribution and Large Language Models
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
Evolving Paradigms in Task-Based Search and Learning: A Comparative Analysis of Traditional Search Engine with LLM-Enhanced Conversational Search System
by: Guan, Zhitong, et al.
Published: (2025)
by: Guan, Zhitong, et al.
Published: (2025)
Decoy Effect in Search Interaction: A Pilot Study
by: Chen, Nuo, et al.
Published: (2023)
by: Chen, Nuo, et al.
Published: (2023)
In-Browser Agents for Search Assistance
by: Zerhoudi, Saber, et al.
Published: (2026)
by: Zerhoudi, Saber, et al.
Published: (2026)
Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents
by: Sun, Edward
Published: (2025)
by: Sun, Edward
Published: (2025)
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics
by: Wang, Ben, et al.
Published: (2024)
by: Wang, Ben, et al.
Published: (2024)
Search Timelines: Visualizing Search History to Enable Cross-Session Exploratory Search
by: Hoeber, Orland, et al.
Published: (2025)
by: Hoeber, Orland, et al.
Published: (2025)
Agentic AutoSurvey: Let LLMs Survey LLMs
by: Liu, Yixin, et al.
Published: (2025)
by: Liu, Yixin, et al.
Published: (2025)
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent
by: Chen, Chuer, et al.
Published: (2025)
by: Chen, Chuer, et al.
Published: (2025)
InterDeepResearch: Enabling Human-Agent Collaborative Information Seeking through Interactive Deep Research
by: Pan, Bo, et al.
Published: (2026)
by: Pan, Bo, et al.
Published: (2026)
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study
by: Wang, Ben, et al.
Published: (2024)
by: Wang, Ben, et al.
Published: (2024)
Filtering Discomforting Recommendations with Large Language Models
by: Liu, Jiahao, et al.
Published: (2024)
by: Liu, Jiahao, et al.
Published: (2024)
Towards Investigating Biases in Spoken Conversational Search
by: Cherumanal, Sachin Pathiyan, et al.
Published: (2024)
by: Cherumanal, Sachin Pathiyan, et al.
Published: (2024)
Comparing Traditional and LLM-based Search for Image Geolocation
by: Wazzan, Albatool, et al.
Published: (2024)
by: Wazzan, Albatool, et al.
Published: (2024)
UXSim: Towards a Hybrid User Search Simulation
by: Zerhoudi, Saber, et al.
Published: (2026)
by: Zerhoudi, Saber, et al.
Published: (2026)
Leveraging Multimodal LLM for Inspirational User Interface Search
by: Park, Seokhyeon, et al.
Published: (2025)
by: Park, Seokhyeon, et al.
Published: (2025)
From Tool to Teacher: Rethinking Search Systems as Instructive Interfaces
by: Elsweiler, David
Published: (2026)
by: Elsweiler, David
Published: (2026)
Beyond the Click: A Framework for Inferring Cognitive Traces in Search
by: Zerhoudi, Saber, et al.
Published: (2026)
by: Zerhoudi, Saber, et al.
Published: (2026)
Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search
by: Ji, Kaixin, et al.
Published: (2024)
by: Ji, Kaixin, et al.
Published: (2024)
Understanding Mental Models of Generative Conversational Search and The Effect of Interface Transparency
by: Degachi, Chadha, et al.
Published: (2025)
by: Degachi, Chadha, et al.
Published: (2025)
Not All Transparency Is Equal: Source Presentation Effects on Attention, Interaction, and Persuasion in Conversational Search
by: He, Jiangen, et al.
Published: (2025)
by: He, Jiangen, et al.
Published: (2025)
Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications
by: Tavakoli, Leila, et al.
Published: (2025)
by: Tavakoli, Leila, et al.
Published: (2025)
Generative AI Search Engines as Arbiters of Public Knowledge: An Audit of Bias and Authority
by: Li, Alice, et al.
Published: (2024)
by: Li, Alice, et al.
Published: (2024)
Search Changes Consumers' Minds: How Recognizing Gaps Drives Sustainable Choices
by: van der Sluis, Frans, et al.
Published: (2026)
by: van der Sluis, Frans, et al.
Published: (2026)
BloomIntent: Automating Search Evaluation with LLM-Generated Fine-Grained User Intents
by: Choi, Yoonseo, et al.
Published: (2025)
by: Choi, Yoonseo, et al.
Published: (2025)
Following the Eye-Tracking Evidence: Established Web-Search Assumptions Fail in Carousel Interfaces
by: Kang, Jingwei, et al.
Published: (2026)
by: Kang, Jingwei, et al.
Published: (2026)
Characterizing Personality from Eye-Tracking: The Role of Gaze and Its Absence in Interactive Search Environments
by: He, Jiaman, et al.
Published: (2026)
by: He, Jiaman, et al.
Published: (2026)
Seek and You Shall Find: Design & Evaluation of a Context-Aware Interactive Search Companion
by: Bink, Markus, et al.
Published: (2026)
by: Bink, Markus, et al.
Published: (2026)
Blending Queries and Conversations: Understanding Tactics, Trust, Verification, and System Choice in Web Search and Chat Interactions
by: Mayerhofer, Kerstin, et al.
Published: (2025)
by: Mayerhofer, Kerstin, et al.
Published: (2025)
From SERPs to Agents: A Platform for Comparative Studies of Information Interaction
by: Zerhoudi, Saber, et al.
Published: (2026)
by: Zerhoudi, Saber, et al.
Published: (2026)
Balancing Information Perception with Yin-Yang: Agent-Based Information Neutrality Model for Recommendation Systems
by: Wang, Mengyan, et al.
Published: (2024)
by: Wang, Mengyan, et al.
Published: (2024)
On Explaining Recommendations with Large Language Models: A Review
by: Said, Alan
Published: (2024)
by: Said, Alan
Published: (2024)
From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
by: Kim, Wonil, et al.
Published: (2025)
by: Kim, Wonil, et al.
Published: (2025)
Search Plurality
by: Dudy, Shiran
Published: (2025)
by: Dudy, Shiran
Published: (2025)
Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations
by: Kaur, Kirandeep, et al.
Published: (2024)
by: Kaur, Kirandeep, et al.
Published: (2024)
LoopLens: Supporting Search as Creation in Loop-Based Music Composition
by: Long, Sheng, et al.
Published: (2026)
by: Long, Sheng, et al.
Published: (2026)
Orbit: A Framework for Designing and Evaluating Multi-objective Rankers
by: Yang, Chenyang, et al.
Published: (2024)
by: Yang, Chenyang, et al.
Published: (2024)
Similar Items
-
LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing
by: Ma, Bo, et al.
Published: (2025) -
AgenticRAG: Tool-Augmented Foundation Models for Zero-Shot Explainable Recommender Systems
by: Ma, Bo, et al.
Published: (2025) -
ExplainRec: Towards Explainable Multi-Modal Zero-Shot Recommendation with Preference Attribution and Large Language Models
by: Ma, Bo, et al.
Published: (2025) -
AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence
by: Ma, Bo, et al.
Published: (2025) -
Evolving Paradigms in Task-Based Search and Learning: A Comparative Analysis of Traditional Search Engine with LLM-Enhanced Conversational Search System
by: Guan, Zhitong, et al.
Published: (2025)