Ting-En Lin

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upvoted 5 papers 4 days ago

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published 7 days ago • 78

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published 11 days ago • 65

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published 11 days ago • 96

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published 10 days ago • 153

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published 6 days ago • 172

upvoted 2 papers about 1 month ago

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28 • 97

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21 • 110

upvoted 2 papers about 2 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

Agentic Entropy-Balanced Policy Optimization

Paper • 2510.14545 • Published Oct 16 • 104

upvoted 3 papers 4 months ago

RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization

Paper • 2508.00222 • Published Jul 31 • 6

Step-Audio 2 Technical Report

Paper • 2507.16632 • Published Jul 22 • 73

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 313

upvoted 3 papers 5 months ago

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1 • 240

Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy

Paper • 2507.01352 • Published Jul 2 • 56

MemOS: A Memory OS for AI System

Paper • 2507.03724 • Published Jul 4 • 157

upvoted 5 papers 6 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 262

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

Paper • 2506.14028 • Published Jun 16 • 93

CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following

Paper • 2506.12285 • Published Jun 14 • 53

Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15 • 63

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16 • 272