Pingrui Liu

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upvoted a paper about 21 hours ago

D-JEPA: A Decision-Aligned Latent World Model

Paper • 2609.24749 • Published 10 days ago • 17

upvoted a paper 1 day ago

InternW0-Δ: A World Action Model Bridging Predictive Dynamics and Actions with 20K+ Hours of Open Data

Paper • 2609.31394 • Published 7 days ago • 27

upvoted 2 papers 3 days ago

FLEET: From Logits Entropy to Enhanced Trajectories in Text Generation

Paper • 2609.27657 • Published 9 days ago • 9

The Past Frames the Future: Memory for Autoregressive Video Generation

Paper • 2609.28466 • Published 9 days ago • 64

upvoted 4 papers 5 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published about 1 month ago • 494

LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay

Paper • 2609.25053 • Published 25 days ago • 17

Fathom: Per-Query Read Depth for Sparse Decoding over Offloaded KV Caches

Paper • 2609.17652 • Published 17 days ago • 8

Bellman Policy Optimization

Paper • 2609.15987 • Published 18 days ago • 49

upvoted 2 papers 6 days ago

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Paper • 2609.19969 • Published 15 days ago • 191

RULER: Instance-aware Rubric Rewards for SVG Generation

Paper • 2609.25270 • Published 11 days ago • 101

upvoted 2 papers 7 days ago

Complex KDA: Understanding and Enhancing the Expressivity of Kimi Delta Attention

Paper • 2609.24797 • Published 11 days ago • 11

onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction

Paper • 2609.24983 • Published 11 days ago • 55