zhiyuan zeng

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upvoted 4 papers 3 months ago

ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation

Paper • 2601.21420 • Published Jan 29 • 42

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development

Paper • 2601.11077 • Published Jan 16 • 67

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published Jan 9 • 59

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 66

upvoted 3 papers 4 months ago

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

Paper • 2512.12730 • Published Dec 14, 2025 • 52

Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs

Paper • 2512.07525 • Published Dec 8, 2025 • 60

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

Paper • 2511.18538 • Published Nov 23, 2025 • 304

upvoted 3 papers 5 months ago

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization

Paper • 2511.04285 • Published Nov 6, 2025 • 8

ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models

Paper • 2510.06014 • Published Oct 7, 2025 • 10

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 83

upvoted an article 6 months ago

view article

Article

Why Did MiniMax M2 End Up as a Full Attention Model?

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Oct 30, 2025

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80

upvoted 2 papers 6 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 229

RoboOmni: Proactive Robot Manipulation in Omni-modal Context

Paper • 2510.23763 • Published Oct 27, 2025 • 61

upvoted 5 papers 7 months ago

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30, 2025 • 48

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 151

WideSearch: Benchmarking Agentic Broad Info-Seeking

Paper • 2508.07999 • Published Aug 11, 2025 • 111

Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?

Paper • 2509.04292 • Published Sep 4, 2025 • 58

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2, 2025 • 127

upvoted 2 papers 8 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Paper • 2508.11987 • Published Aug 16, 2025 • 73