zhiyuan zeng

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upvoted a paper 8 days ago

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

Paper • 2601.11077 • Published 12 days ago • 63

upvoted a paper 16 days ago

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

Paper • 2601.06002 • Published 19 days ago • 50

upvoted a paper 26 days ago

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

Paper • 2512.24617 • Published 28 days ago • 61

upvoted a paper about 1 month ago

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

Paper • 2512.12730 • Published Dec 14, 2025 • 44

upvoted 2 papers about 2 months ago

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

Paper • 2512.07525 • Published Dec 8, 2025 • 59

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

Paper • 2511.18538 • Published Nov 23, 2025 • 294

upvoted 3 papers 3 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 • 82

upvoted an article 3 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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75

upvoted 2 papers 3 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 223

RoboOmni: Proactive Robot Manipulation in Omni-modal Context

Paper • 2510.23763 • Published Oct 27, 2025 • 55

upvoted a paper 4 months ago

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30, 2025 • 48

upvoted 6 papers 5 months ago

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 149

WideSearch: Benchmarking Agentic Broad Info-Seeking

Paper • 2508.07999 • Published Aug 11, 2025 • 110

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 • 125

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 • 71

upvoted a collection 10 months ago

Llama Nemotron Feedback-Edit Inference-Time Scaling

Collection

Novel ITS approach for open-ended tasks - No. 1 on Arena Hard on 18 Mar 2025 • 5 items • Updated 8 days ago • 7