Wang Xinyi

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upvoted 2 papers 19 days ago

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

Paper • 2606.29526 • Published 27 days ago • 171

Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising

Paper • 2607.00407 • Published 24 days ago • 10

upvoted 3 papers about 2 months ago

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models

Paper • 2605.31603 • Published May 29 • 8

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Paper • 2605.28732 • Published May 27 • 40

WorldKV: Efficient World Memory with World Retrieval and Compression

Paper • 2605.22718 • Published May 21 • 44

upvoted 3 papers 2 months ago

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

Paper • 2605.17757 • Published May 18 • 66

Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution

Paper • 2605.15138 • Published May 14 • 7

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 24

upvoted 4 papers 3 months ago

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies

Paper • 2605.03596 • Published May 5 • 12

Sapiens2

Paper • 2604.21681 • Published Apr 23 • 22

Forge-UGC: FX optimization and register-graph engine for universal graph compiler

Paper • 2604.16498 • Published Apr 14 • 5

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 243

upvoted 6 papers 4 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 329

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

Paper • 2604.02176 • Published Apr 2 • 510

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

Paper • 2603.28032 • Published Mar 30 • 344

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

Paper • 2603.17051 • Published Mar 17 • 109

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

Paper • 2602.12783 • Published Feb 13 • 246

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

Paper • 2603.16859 • Published Mar 17 • 248