Wenqi Shao

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authored 2 papers 6 months ago

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

Paper • 2505.12504 • Published May 18 • 24

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

Paper • 2505.13427 • Published May 19 • 26

authored a paper 7 months ago

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published Apr 14 • 300

authored 3 papers 8 months ago

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

Paper • 2503.12545 • Published Mar 16 • 6

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification

Paper • 2503.12505 • Published Mar 16 • 11

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning

Paper • 2503.07365 • Published Mar 10 • 61

authored 2 papers 11 months ago

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Paper • 2412.05271 • Published Dec 6, 2024 • 159

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Paper • 2411.18499 • Published Nov 27, 2024 • 18

authored 3 papers about 1 year ago

TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts

Paper • 2410.18071 • Published Oct 23, 2024 • 7

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

authored 6 papers over 1 year ago

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

Paper • 2408.02718 • Published Aug 5, 2024 • 62

Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model

Paper • 2407.16982 • Published Jul 24, 2024 • 42

GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Paper • 2406.08451 • Published Jun 12, 2024 • 25

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11, 2024 • 54

Adapting LLaMA Decoder to Vision Transformer

Paper • 2404.06773 • Published Apr 10, 2024 • 18

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Paper • 2402.05935 • Published Feb 8, 2024 • 17

authored a paper almost 2 years ago

Cached Transformers: Improving Transformers with Differentiable Memory Cache

Paper • 2312.12742 • Published Dec 20, 2023 • 14

authored 2 papers about 2 years ago

ImageBind-LLM: Multi-modality Instruction Tuning

Paper • 2309.03905 • Published Sep 7, 2023 • 17

OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models

Paper • 2308.13137 • Published Aug 25, 2023 • 18