Minki Kang

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upvoted a paper 3 days ago

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published 7 days ago • 134

upvoted a paper 5 days ago

Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation

Paper • 2609.08798 • Published 6 days ago • 93

upvoted a paper 13 days ago

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

Paper • 2608.29310 • Published 16 days ago • 29

upvoted a paper about 1 month ago

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

Paper • 2608.07169 • Published Aug 7 • 50

upvoted a paper about 2 months ago

Environment-free Synthetic Data Generation for API-Calling Agents

Paper • 2607.16900 • Published Jul 18 • 21

upvoted 10 papers 3 months ago

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

Paper • 2606.29082 • Published Jun 27 • 44

One Model, Many Latencies: Universal Speech Enhancement for Diverse Real-Time Applications

Paper • 2606.25621 • Published Jun 24 • 23

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 162

TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents

Paper • 2604.24005 • Published Apr 27 • 9

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Paper • 2606.18216 • Published Jun 16 • 65

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

Paper • 2606.13673 • Published Jun 11 • 113

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

Paper • 2606.04743 • Published Jun 3 • 47

HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents

Paper • 2605.17873 • Published May 18 • 13

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published Jun 1 • 143

Benchmarking Visual State Tracking in Multimodal Video Understanding

Paper • 2606.03920 • Published Jun 2 • 54

upvoted 5 papers 4 months ago

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published May 28 • 82

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents

Paper • 2605.28775 • Published May 27 • 38

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 94

It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs

Paper • 2605.20258 • Published May 18 • 30

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Paper • 2605.15726 • Published May 15 • 36