Joel Wang

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upvoted 2 papers about 16 hours ago

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents

Paper • 2608.08389 • Published 4 days ago • 11

Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution

Paper • 2608.07645 • Published 6 days ago • 22

upvoted 12 papers 1 day ago

The Optimizer Is the Agent: Reasoning-Driven Search across Prompts, Programs, and ML Workflows

Paper • 2608.06714 • Published 6 days ago • 9

Skaling: Chinchilla's Exponents Meet Kaplan's Coupling

Paper • 2608.07222 • Published 6 days ago • 9

Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL Loss

Paper • 2608.03796 • Published 9 days ago • 14

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Paper • 2608.03573 • Published 7 days ago • 51

The Loss Does Not See the Basis, but Adam Does

Paper • 2608.05136 • Published 8 days ago • 6

Scaling Inherently Interpretable Language Models

Paper • 2608.07594 • Published 7 days ago • 17

Stealing Reasoning Traces from Proprietary LLM APIs

Paper • 2608.09867 • Published 3 days ago • 86

Motif 3: Technical Report

Paper • 2608.09119 • Published 3 days ago • 41

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

Paper • 2608.07169 • Published 6 days ago • 47

Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution

Paper • 2608.08311 • Published 5 days ago • 79

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published 3 days ago • 324

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

Paper • 2608.09888 • Published 3 days ago • 555

upvoted 2 papers 7 days ago

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

Paper • 2608.00782 • Published 12 days ago • 16

GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks

Paper • 2608.03764 • Published 9 days ago • 27

upvoted 2 papers 9 days ago

DiffusionGemma Technical Report

Paper • 2608.00146 • Published 13 days ago • 36

Progressive Agent Skill Generation via Reinforcement Learning

Paper • 2608.01678 • Published 10 days ago • 58

upvoted a paper 14 days ago

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Paper • 2607.26784 • Published 15 days ago • 28

upvoted a paper 16 days ago

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

Paper • 2607.14277 • Published 29 days ago • 10