Linjie Li

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authored a paper 9 months ago

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published May 13, 2025 • 42

authored 2 papers 10 months ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published Apr 10, 2025 • 21

V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models

Paper • 2504.06148 • Published Apr 8, 2025 • 13

authored a paper 11 months ago

Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models

Paper • 2503.20198 • Published Mar 26, 2025 • 4

authored a paper about 1 year ago

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback

Paper • 2501.12895 • Published Jan 22, 2025 • 61

authored 5 papers over 1 year ago

GenXD: Generating Any 3D and 4D Scenes

Paper • 2411.02319 • Published Nov 4, 2024 • 20

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

Paper • 2410.10139 • Published Oct 14, 2024 • 51

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities

Paper • 2408.00765 • Published Aug 1, 2024 • 13

VideoGUI: A Benchmark for GUI Automation from Instructional Videos

Paper • 2406.10227 • Published Jun 14, 2024 • 9

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Paper • 2406.08407 • Published Jun 12, 2024 • 28

authored 2 papers about 2 years ago

Interfacing Foundation Models' Embeddings

Paper • 2312.07532 • Published Dec 12, 2023 • 12

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

Paper • 2311.07562 • Published Nov 13, 2023 • 15

authored 7 papers over 2 years ago

The Generative AI Paradox: "What It Can Create, It May Not Understand"

Paper • 2311.00059 • Published Oct 31, 2023 • 20

MM-VID: Advancing Video Understanding with GPT-4V(ision)

Paper • 2310.19773 • Published Oct 30, 2023 • 20

DEsignBench: Exploring and Benchmarking DALL-E 3 for Imagining Visual Design

Paper • 2310.15144 • Published Oct 23, 2023 • 14

Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Paper • 2310.08541 • Published Oct 12, 2023 • 18

Multimodal Foundation Models: From Specialists to General-Purpose Assistants

Paper • 2309.10020 • Published Sep 18, 2023 • 40

DisCo: Disentangled Control for Referring Human Dance Generation in Real World

Paper • 2307.00040 • Published Jun 30, 2023 • 25

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Paper • 2308.02490 • Published Aug 4, 2023 • 18