Backdoor Attacks on Dense Retrieval via Public and Unintentional Triggers Paper • 2402.13532 • Published Feb 21, 2024
Programming over Thinking: Efficient and Robust Multi-Constraint Planning Paper • 2601.09097 • Published Jan 14
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation Paper • 2510.18263 • Published Oct 21, 2025
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 64
Self-Verification Dilemma: Experience-Driven Suppression of Overused Checking in LLM Reasoning Paper • 2602.03485 • Published Feb 3
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory Paper • 2602.06025 • Published Feb 5 • 27
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 158
When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents Paper • 2604.27003 • Published Apr 29 • 1
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Paper • 2504.11420 • Published Apr 15, 2025
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries Paper • 2502.16636 • Published Feb 23, 2025 • 1
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 3 days ago • 78
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 3 days ago • 78
When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents Paper • 2604.27003 • Published Apr 29 • 1
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 158
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 64