Chris Concannon

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upvoted 8 papers 2 days ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 298

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published 9 days ago • 218

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs

Paper • 2602.12705 • Published 7 days ago • 57

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published 7 days ago • 138

Experiential Reinforcement Learning

Paper • 2602.13949 • Published 5 days ago • 58

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

Paper • 2509.06949 • Published Sep 8, 2025 • 56

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents

Paper • 2509.06501 • Published Sep 8, 2025 • 82

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 104

upvoted 12 papers 22 days ago

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

Paper • 2512.14681 • Published Dec 16, 2025 • 42

Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience

Paper • 2512.17260 • Published Dec 19, 2025 • 52

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 61

PhysBrain: Human Egocentric Data as a Bridge from Vision Language Models to Physical Intelligence

Paper • 2512.16793 • Published Dec 18, 2025 • 75

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 119

Step-DeepResearch Technical Report

Paper • 2512.20491 • Published Dec 23, 2025 • 86

Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies

Paper • 2512.19673 • Published Dec 22, 2025 • 64

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published Dec 23, 2025 • 93

Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition

Paper • 2512.15603 • Published Dec 17, 2025 • 66

DEER: Draft with Diffusion, Verify with Autoregressive Models

Paper • 2512.15176 • Published Dec 17, 2025 • 44

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 87

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 86