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authored 3 papers 3 days ago

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published 5 days ago • 106

TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs

Paper • 2505.20777 • Published May 27, 2025

Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published 5 days ago • 57

authored 2 papers 4 days ago

Streaming Video Instruction Tuning

Paper • 2512.21334 • Published 11 days ago • 9

SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents

Paper • 2512.22322 • Published 10 days ago • 37

authored 5 papers about 1 month ago

ActiveVLN: Towards Active Exploration via Multi-Turn RL in Vision-and-Language Navigation

Paper • 2509.12618 • Published Sep 16, 2025 • 1

LTD-Bench: Evaluating Large Language Models by Letting Them Draw

Paper • 2511.02347 • Published Nov 4, 2025 • 8

Adaptive Dual Reasoner: Large Reasoning Models Can Think Efficiently by Hybrid Reasoning

Paper • 2510.10207 • Published Oct 11, 2025

RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning

Paper • 2509.25958 • Published Sep 30, 2025

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

Paper • 2511.20102 • Published Nov 25, 2025 • 27

authored 2 papers 2 months ago

SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger

Paper • 2303.17561 • Published Mar 30, 2023

VITA-E: Natural Embodied Interaction with Concurrent Seeing, Hearing, Speaking, and Acting

Paper • 2510.21817 • Published Oct 21, 2025 • 41

authored 6 papers 3 months ago

VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation

Paper • 2510.09607 • Published Oct 10, 2025 • 2

Aligning and Prompting Everything All at Once for Universal Visual Perception

Paper • 2312.02153 • Published Dec 4, 2023

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Paper • 2312.11242 • Published Dec 18, 2023

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Paper • 2312.11242 • Published Dec 18, 2023

Training-Free Group Relative Policy Optimization

Paper • 2510.08191 • Published Oct 9, 2025 • 44

Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning

Paper • 2509.22601 • Published Sep 26, 2025 • 29

authored 2 papers 4 months ago

TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill \& Decode Inference

Paper • 2508.15881 • Published Aug 21, 2025 • 9

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

Paper • 2508.19855 • Published Aug 27, 2025 • 7