Melody Cheng

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upvoted a paper 7 days ago

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published 11 days ago • 204

upvoted 2 papers 9 days ago

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published 17 days ago • 145

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published 19 days ago • 195

upvoted a paper 10 days ago

Stage-adaptive Token Selection for Efficient Omni-modal LLMs

Paper • 2605.20035 • Published 12 days ago • 5

upvoted 3 papers 12 days ago

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published 18 days ago • 269

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published 18 days ago • 59

Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation

Paper • 2605.12492 • Published 19 days ago • 6

upvoted a paper 24 days ago

Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation

Paper • 2605.00529 • Published 30 days ago • 5

upvoted a paper 25 days ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published 28 days ago • 166

upvoted 7 papers about 2 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 247

Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

Paper • 2604.05333 • Published Apr 7 • 22

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 630

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 503

Therefore I am. I Think

Paper • 2604.01202 • Published Apr 2 • 33

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 343

A Neural Score-Based Particle Method for the Vlasov-Maxwell-Landau System

Paper • 2603.25832 • Published Mar 26 • 4

upvoted a paper 2 months ago

PixelSmile: Toward Fine-Grained Facial Expression Editing

Paper • 2603.25728 • Published Mar 26 • 117

upvoted 3 papers 3 months ago

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 524

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 266