Seongsik Park

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upvoted a paper 23 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 376

upvoted a paper about 1 month ago

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

Paper • 2606.18837 • Published Jun 17 • 11

upvoted a paper 2 months ago

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Paper • 2607.23802 • Published Jul 26 • 97

upvoted 2 papers 3 months ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 81

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published Jun 25 • 41

upvoted 15 papers 4 months ago

World Action Models: A Survey

Paper • 2606.20781 • Published Jun 18 • 59

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96

Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models

Paper • 2606.16700 • Published Jun 15 • 15

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts

Paper • 2606.18967 • Published Jun 17 • 25

From AGI to ASI

Paper • 2606.12683 • Published Jun 10 • 40

MiniMax Sparse Attention

Paper • 2606.13392 • Published Jun 11 • 169

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

Paper • 2606.12397 • Published Jun 10 • 91

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published Jun 1 • 144

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

Paper • 2606.03979 • Published Jun 2 • 29

World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

Paper • 2606.03603 • Published Jun 2 • 29

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published Jun 2 • 67

From Activation to Causality: Discovery of Causal Visual Representations in the Human Brain

Paper • 2605.23895 • Published May 22 • 53

NITP: Next Implicit Token Prediction for LLM Pre-training

Paper • 2605.24956 • Published May 24 • 33

Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses

Paper • 2606.02373 • Published Jun 1 • 59