Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Paper • 2303.15647 • Published Mar 28, 2023 • 5
ExpertMuon-Compass: Alignment-Guided Step Sizes for Mixture-of-Experts Training Paper • 2610.04140 • Published Oct 2 • 2
SEAL: Reinforcing Global Safety in Mixture-of-Experts through Shared Expert ALignment Paper • 2609.02293 • Published Sep 2 • 1
Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts Paper • 2502.05335 • Published Feb 7, 2025 • 2
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published Jan 6 • 18
Seg-MoE: Multi-Resolution Segment-wise Mixture-of-Experts for Time Series Forecasting Transformers Paper • 2601.21641 • Published Jan 29 • 2
Efficient Mixture-of-Experts with Speculative Decoding via Expert Coactivation Paper • 2609.22471 • Published Sep 18 • 1
Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts Paper • 2601.17111 • Published Jan 23 • 6
MoE-TinyMed: Mixture of Experts for Tiny Medical Large Vision-Language Models Paper • 2404.10237 • Published Apr 16, 2024 • 2
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Paper • 2401.16355 • Published Jan 29, 2024 • 4
PathLang: A Language-Centered Benchmark for Vision-Language Models in Computational Pathology Paper • 2610.11329 • Published Oct 8 • 1
Self-Improvement with Auxiliary Rewards: Learning from Verified Traces and Evaluating Transfer Paper • 2610.41296 • Published 14 days ago • 11
Measuring AI Agents as Teammates with Collaborative Intelligence Paper • 2611.02633 • Published 10 days ago • 17
CUA-Master: Scaling Computer-use Agents through Open-World Recursive Improvements Paper • 2611.03126 • Published 10 days ago • 51
ChipSeek-R1: Generating Human-Surpassing RTL with LLM via Hierarchical Reward-Driven Reinforcement Learning Paper • 2507.04736 • Published Jul 7, 2025 • 1
DINO-R1: Incentivizing Reasoning Capability in Vision Foundation Models Paper • 2505.24025 • Published May 29, 2025 • 29