Chinese Academic of Science Institute of Automation

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Recent Activity

jinzhuoran submitted a paper 2 days ago

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

susanping authored a paper 9 days ago

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

jinzhuoran submitted a paper about 1 month ago

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

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Papers

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

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submitted a paper to Daily Papers 2 days ago

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Paper • 2607.24720 • Published 3 days ago • 24

authored a paper 9 days ago

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

Paper • 2607.15330 • Published 14 days ago • 70

submitted 2 papers to Daily Papers about 1 month ago

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

Paper • 2606.26027 • Published Jun 24 • 18

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

Paper • 2606.22565 • Published Jun 21 • 9

authored a paper 2 months ago

Joint Training of Multi-Token Prediction in Reinforcement Learning via Optimal Coefficient Calibration

Paper • 2605.28184 • Published May 27 • 6

submitted a paper to Daily Papers 2 months ago

Joint Training of Multi-Token Prediction in Reinforcement Learning via Optimal Coefficient Calibration

Paper • 2605.28184 • Published May 27 • 6

submitted a paper to Daily Papers 2 months ago

Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution

Paper • 2605.23264 • Published May 22 • 7

submitted a paper to Daily Papers 3 months ago

Uncovering Entity Identity Confusion in Multimodal Knowledge Editing

Paper • 2605.06096 • Published May 7 • 1

submitted a paper to Daily Papers 3 months ago

ResRL: Boosting LLM Reasoning via Negative Sample Projection Residual Reinforcement Learning

Paper • 2605.00380 • Published May 1 • 7

submitted a paper to Daily Papers 4 months ago

From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Space

Paper • 2604.14142 • Published Apr 15 • 30

CUDAOUTOFMEMORY

submitted a paper to Daily Papers 4 months ago

PLUME: Latent Reasoning Based Universal Multimodal Embedding

Paper • 2604.02073 • Published Apr 2 • 15

authored a paper 4 months ago

CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR

Paper • 2603.10101 • Published Mar 10 • 6

hongyuyang23casia

authored a paper 5 months ago

CC-VQA: Conflict- and Correlation-Aware Method for Mitigating Knowledge Conflict in Knowledge-Based Visual Question Answering

Paper • 2602.23952 • Published Feb 27 • 3

hongyuyang23casia

submitted a paper to Daily Papers 5 months ago

CC-VQA: Conflict- and Correlation-Aware Method for Mitigating Knowledge Conflict in Knowledge-Based Visual Question Answering

Paper • 2602.23952 • Published Feb 27 • 3

submitted a paper to Daily Papers 5 months ago

World Models for Policy Refinement in StarCraft II

Paper • 2602.14857 • Published Feb 16 • 9

hongyuyang23casia

authored a paper 5 months ago

Enhanced Graph Transformer with Serialized Graph Tokens

Paper • 2602.09065 • Published Feb 9 • 1

submitted a paper to Daily Papers 6 months ago

Flexible Entropy Control in RLVR with Gradient-Preserving Perspective

Paper • 2602.09782 • Published Feb 10 • 3

hongyuyang23casia

submitted a paper to Daily Papers 8 months ago

IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting

Paper • 2512.09663 • Published Dec 10, 2025 • 4

hongyuyang23casia

authored a paper 8 months ago

IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting

Paper • 2512.09663 • Published Dec 10, 2025 • 4

authored a paper 8 months ago

Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering

Paper • 2510.14605 • Published Oct 16, 2025 • 5