Runpeng Dai

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upvoted a paper about 2 hours ago

CARE: Certifying Acceleration for Vision-Language-Action Inference

Paper • 2610.08917 • Published 6 days ago • 7

upvoted a paper 27 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 28 days ago • 252

upvoted 2 papers about 1 month ago

Influence-Directed Distillation: Solving the Diversity Bottleneck in Sampled-Token On-Policy Distillation

Paper • 2608.29846 • Published Aug 30 • 15

It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning

Paper • 2609.00638 • Published Sep 1 • 66

upvoted a paper about 2 months ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 161

upvoted a paper 3 months ago

OmniTacTune: Policy-Agnostic Real-World RL for Tactile Residual Adaptation of Visual Policies

Paper • 2607.03723 • Published Jul 4 • 5

upvoted 2 papers 4 months ago

Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding

Paper • 2606.18101 • Published Jun 16 • 15

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published Jun 2 • 14

upvoted 4 papers 5 months ago

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published May 11 • 18

Reinforcing Multimodal Reasoning Against Visual Degradation

Paper • 2605.09262 • Published May 10 • 6

DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification

Paper • 2605.09269 • Published May 10 • 5

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 71

upvoted a paper 7 months ago

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141

upvoted 3 papers 8 months ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published Feb 4 • 80

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published Feb 3 • 28

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27

upvoted a paper 9 months ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published Jan 8 • 30

upvoted a paper 10 months ago

MotionEdit: Benchmarking and Learning Motion-Centric Image Editing

Paper • 2512.10284 • Published Dec 11, 2025 • 26

upvoted 2 papers 11 months ago

Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following

Paper • 2511.21662 • Published Nov 26, 2025 • 12

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 110