Suji Kim

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upvoted a paper 14 days ago

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

Paper • 2606.18216 • Published 15 days ago • 63

upvoted 4 papers about 1 month ago

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published May 28 • 79

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 93

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

Paper • 2605.28775 • Published May 27 • 38

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

Paper • 2605.20258 • Published May 18 • 30

upvoted a paper about 2 months ago

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published May 11 • 28

upvoted 2 papers 3 months ago

Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

Paper • 2604.14004 • Published Apr 15 • 30

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Paper • 2603.22341 • Published Mar 21 • 37

upvoted 2 papers 4 months ago

MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents

Paper • 2603.09827 • Published Mar 10 • 30

MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models

Paper • 2602.17602 • Published Feb 19 • 56

upvoted a paper 5 months ago

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published Jan 30 • 39

upvoted a paper 6 months ago

Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation

Paper • 2601.00664 • Published Jan 2 • 58

upvoted a paper 7 months ago

WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning

Paper • 2512.02425 • Published Dec 2, 2025 • 25

upvoted a paper 8 months ago

Adaptive Multi-Agent Response Refinement in Conversational Systems

Paper • 2511.08319 • Published Nov 11, 2025 • 42

upvoted 3 papers 9 months ago

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published Oct 10, 2025 • 50

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1, 2025 • 28

upvoted 3 papers about 1 year ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published May 19, 2025 • 22

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Paper • 2505.11254 • Published May 16, 2025 • 49