子涵 郑

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upvoted a paper 2 days ago

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization

Paper • 2607.14614 • Published 7 days ago • 10

upvoted a paper 3 days ago

Loop the Loopies!

Paper • 2607.16051 • Published 6 days ago • 66

upvoted a paper 11 days ago

MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

Paper • 2607.05376 • Published 17 days ago • 10

upvoted a paper 14 days ago

AlayaWorld: Long-Horizon and Playable Video World Generation

Paper • 2607.06291 • Published 16 days ago • 89

upvoted a paper 15 days ago

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

Paper • 2607.04033 • Published 19 days ago • 76

upvoted a paper 16 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 25 days ago • 169

upvoted a paper 21 days ago

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

Paper • 2606.08671 • Published 30 days ago • 46

upvoted 2 papers 27 days ago

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

Paper • 2606.17162 • Published Jun 15 • 177

Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning

Paper • 2606.24428 • Published 30 days ago • 52

upvoted 11 papers about 1 month ago

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Paper • 2606.15079 • Published Jun 13 • 86

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 482

DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects

Paper • 2606.15133 • Published Jun 13 • 74

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance

Paper • 2606.19195 • Published Jun 17 • 141

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published Jun 9 • 172

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published Jun 8 • 106

InterleaveThinker: Reinforcing Agentic Interleaved Generation

Paper • 2606.13679 • Published Jun 11 • 83

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 486

From Correctness to Utility: Gain-Based Prefix Evaluation for LLM Reasoning

Paper • 2606.07190 • Published Jun 5 • 35

Kwai Keye-VL-2.0 Technical Report

Paper • 2606.10651 • Published Jun 9 • 193