Collection by 
23 days ago
Collections
Discover the best community collections!
Collections including paper arxiv:2512.01374
Collection by 
Dec 9, 2025
-
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 129 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 111 -
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 108
Collection by 
Dec 4, 2025
Collection by 
Dec 3, 2025
Collection by 
Mar 5
-
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
Paper • 2511.16334 • Published • 96 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 105 -
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute
Paper • 2509.04475 • Published • 3 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106
Collection by 
Mar 11
-
InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields
Paper • 2601.03252 • Published • 104 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 186 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 513
Collection by 
Dec 31, 2025
-
PretrainZero: Reinforcement Active Pretraining
Paper • 2512.03442 • Published • 49 -
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
Paper • 2512.03383 • Published • 5 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 126 -
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
Paper • 2511.18890 • Published • 35
Collection by 
Dec 3, 2025
Collection by 
Mar 2
-
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 105 -
Tree Search for LLM Agent Reinforcement Learning
Paper • 2509.21240 • Published • 92 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
How Far Are We from Genuinely Useful Deep Research Agents?
Paper • 2512.01948 • Published • 57
Collection by 
Dec 6, 2025
Collection by 23 days ago
Collection by Mar 11
-
InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields
Paper • 2601.03252 • Published • 104 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 186 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 513
Collection by Dec 9, 2025
-
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 129 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 111 -
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 108
Collection by Dec 31, 2025
-
PretrainZero: Reinforcement Active Pretraining
Paper • 2512.03442 • Published • 49 -
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
Paper • 2512.03383 • Published • 5 -
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Paper • 2511.21689 • Published • 126 -
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
Paper • 2511.18890 • Published • 35
Collection by Dec 4, 2025
Collection by Dec 3, 2025
Collection by Dec 3, 2025
Collection by Mar 2
-
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 105 -
Tree Search for LLM Agent Reinforcement Learning
Paper • 2509.21240 • Published • 92 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106 -
How Far Are We from Genuinely Useful Deep Research Agents?
Paper • 2512.01948 • Published • 57
Collection by Mar 5
-
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
Paper • 2511.16334 • Published • 96 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 105 -
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute
Paper • 2509.04475 • Published • 3 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 106
Collection by Dec 6, 2025