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yuexiang96 

authored 4 papers 3 months ago

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Paper • 2510.24702 • Published Oct 28, 2025 • 30

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29, 2025 • 46

Simulating Environments with Reasoning Models for Agent Training

Paper • 2511.01824 • Published Nov 3, 2025 • 2

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published Dec 8, 2025 • 39

jinjieni 

authored 2 papers 4 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 129

Training Optimal Large Diffusion Language Models

Paper • 2510.03280 • Published Sep 28, 2025

jinjieni 

authored 5 papers 5 months ago

Logical Reasoning over Natural Language as Knowledge Representation: A Survey

Paper • 2303.12023 • Published Mar 21, 2023 • 2

Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey

Paper • 2105.04387 • Published May 10, 2021

Long-Context Inference with Retrieval-Augmented Speculative Decoding

Paper • 2502.20330 • Published Feb 27, 2025

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2, 2025 • 52

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published Sep 28, 2025 • 177

luodian 

authored 4 papers 6 months ago

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Paper • 2411.15296 • Published Nov 22, 2024 • 21

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Paper • 2501.13826 • Published Jan 23, 2025 • 23

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Paper • 2509.23661 • Published Sep 28, 2025 • 48

Visual Jigsaw Post-Training Improves MLLMs

Paper • 2509.25190 • Published Sep 29, 2025 • 37

yuexiang96 

authored 5 papers 8 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39

Evaluating Vision-Language Models as Evaluators in Path Planning

Paper • 2411.18711 • Published Nov 27, 2024

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search

Paper • 2503.10582 • Published Mar 13, 2025 • 24

Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators

Paper • 2503.19877 • Published Mar 25, 2025 • 1

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Paper • 2504.10342 • Published Apr 14, 2025 • 11