fanqing meng

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upvoted 3 papers 5 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 132

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

Paper • 2510.27492 • Published Oct 30, 2025 • 87

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

Paper • 2510.25602 • Published Oct 29, 2025 • 79

upvoted 4 papers 6 months ago

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

Paper • 2510.13554 • Published Oct 15, 2025 • 58

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

Paper • 2509.24002 • Published Sep 28, 2025 • 179

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 69

upvoted a paper 10 months ago

VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Paper • 2506.09049 • Published Jun 10, 2025 • 37

upvoted 2 papers 11 months ago

CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models

Paper • 2505.12504 • Published May 18, 2025 • 24

MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision

Paper • 2505.13427 • Published May 19, 2025 • 26

upvoted a paper 12 months ago

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Paper • 2504.13835 • Published Apr 18, 2025 • 38

upvoted 4 papers about 1 year ago

PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models

Paper • 2503.12545 • Published Mar 16, 2025 • 7

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Paper • 2503.14456 • Published Mar 18, 2025 • 154

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM

Paper • 2503.14478 • Published Mar 18, 2025 • 48

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models

Paper • 2501.13920 • Published Jan 23, 2025 • 19

upvoted 3 papers over 1 year ago

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7, 2024 • 33

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation

Paper • 2410.05363 • Published Oct 7, 2024 • 45

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 62