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upvoted 2 papers 5 days ago

Two-Stage Regularization-Based Structured Pruning for LLMs

Paper • 2505.18232 • Published Apr 18 • 1

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation

Paper • 2608.02791 • Published 8 days ago • 4

upvoted 2 papers 11 days ago

CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization

Paper • 2607.25659 • Published 14 days ago • 83

HumanCLAW: Can Vision-Language Models Act Through a Body?

Paper • 2607.27180 • Published 13 days ago • 76

upvoted a paper 12 days ago

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space

Paper • 2607.25675 • Published 14 days ago • 65

upvoted a paper about 1 month ago

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

Paper • 2606.30251 • Published Jun 29 • 22

upvoted a paper 2 months ago

Late-Layer Fusion is Enough: Dual-Path Vision Token Routing for Multimodal Large Language Models under Visual Saturation

Paper • 2606.09131 • Published Jun 8 • 3

upvoted 2 papers 6 months ago

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Paper • 2602.05843 • Published Feb 5 • 61

Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning

Paper • 2601.20209 • Published Jan 28 • 24

upvoted a paper 8 months ago

Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction

Paper • 2512.00395 • Published Nov 29, 2025 • 2

upvoted 2 papers about 1 year ago

Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models

Paper • 2408.13533 • Published Aug 24, 2024 • 1

Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities

Paper • 2505.15692 • Published May 21, 2025 • 14

upvoted 3 papers over 1 year ago

DReSS: Data-driven Regularized Structured Streamlining for Large Language Models

Paper • 2501.17905 • Published Jan 29, 2025 • 2

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4, 2025 • 23

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Paper • 2411.18478 • Published Nov 27, 2024 • 37