HuggingFace
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
Memory has emerged as a cornerstone of modern LLM-based agents, supporting their evolution from single-turn assistant...
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HuggingFace
ASPIRE: Agentic /Skills Discovery for Robotics
Traditional robot programming is challenging: it requires orchestrating multimodal perception, managing physical cont...
HuggingFace
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
We present Seed2.0, a model series that takes a meaningful step toward solving complex, real-world tasks. Our approac...
HuggingFace
ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving
In prefill-decode (PD) disaggregated LLM serving, each request is assigned to a decode worker after prefill. Existing...
HuggingFace
Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning
Multimodal Large Language Models (MLLMs) are often constrained by a language-space bottleneck, forcing complex visual...
HuggingFace
NoPA: Non-Parametric Online 3D Scene Graph Generation
Classic 3D scene graph generation approaches fail to work in real-time due to the heavy computational cost of environ...
HuggingFace
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
We introduce PerceptionRubrics, a rubric-based evaluation framework that addresses the gap between saturated benchmar...
HuggingFace
Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising
Slide design requires personalizing both deck themes and page layouts. Yet, current AI agent-based methods struggle w...
HuggingFace
Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks
Lightweight machine learning models are increasingly proposed for intrusion detection in Industrial Internet of Thing...
HuggingFace
AI translation of literary texts is "fine", but readers still prefer human translations
AI translation of literary works is increasingly common. While the content may be rendered adequately, we do not know...
HuggingFace
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination
Accelerating materials discovery requires AI systems that can generate scientifically valid hypotheses through multi-...
HuggingFace
Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation
Procedural memory is increasingly used to improve LLM agents on recurring workplace tasks, yet its ability to produce...