Melody Cheng

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upvoted 3 papers 2 days ago

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published 8 days ago • 256

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

Paper • 2605.11739 • Published 8 days ago • 53

Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation

Paper • 2605.12492 • Published 9 days ago • 5

upvoted a paper 14 days ago

Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation

Paper • 2605.00529 • Published 20 days ago • 5

upvoted a paper 15 days ago

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

Paper • 2604.27660 • Published 18 days ago • 159

upvoted 4 papers about 1 month ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 245

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 • 629

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

Paper • 2604.02176 • Published Apr 2 • 503

upvoted 4 papers about 2 months ago

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 • 342

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

Paper • 2603.25832 • Published Mar 26 • 4

PixelSmile: Toward Fine-Grained Facial Expression Editing

Paper • 2603.25728 • Published Mar 26 • 117

upvoted 7 papers 3 months ago

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

Paper • 2602.22859 • Published Feb 26 • 151

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 523

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 265

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 220

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 238

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 210

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244