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upvoted 2 papers 3 days ago

The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring Misleads

Paper • 2608.04570 • Published 4 days ago • 38

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

Paper • 2608.04574 • Published 4 days ago • 14

upvoted a paper 6 days ago

Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants

Paper • 2607.26611 • Published 11 days ago • 32

upvoted a paper 24 days ago

Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering

Paper • 2603.28583 • Published 26 days ago • 17

upvoted 3 papers 3 months ago

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models

Paper • 2605.14906 • Published May 14 • 79

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Paper • 2605.06527 • Published May 7 • 47

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

Paper • 2605.13831 • Published May 13 • 90