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KennyUTC 

authored 3 papers about 2 months ago

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28 • 140

SPARK: Synergistic Policy And Reward Co-Evolving Framework

Paper • 2509.22624 • Published Sep 26 • 17

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

Paper • 2510.08540 • Published Oct 9 • 109

YuanLiuuuuuu 

authored a paper 3 months ago

POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion

Paper • 2509.01215 • Published Sep 1 • 50

KennyUTC 

authored 6 papers 4 months ago

MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

Paper • 2505.23764 • Published May 29 • 3

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings

Paper • 2506.04997 • Published Jun 5

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

Paper • 2507.19478 • Published Jul 25 • 31

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs

Paper • 2506.00991 • Published Jun 1

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21 • 256

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208

cccjc 

authored 2 papers 5 months ago

CLiFT: Compressive Light-Field Tokens for Compute-Efficient and Adaptive Neural Rendering

Paper • 2507.08776 • Published Jul 11 • 54

BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing

Paper • 2506.17450 • Published Jun 20 • 64

KennyUTC 

authored a paper 7 months ago

Visual Agentic Reinforcement Fine-Tuning

Paper • 2505.14246 • Published May 20 • 32

KennyUTC 

authored 2 papers 8 months ago

MM-IFEngine: Towards Multimodal Instruction Following

Paper • 2504.07957 • Published Apr 10 • 35

Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing

Paper • 2504.02826 • Published Apr 3 • 68

KennyUTC 

authored 4 papers 9 months ago

LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?

Paper • 2503.19990 • Published Mar 25 • 35

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

Paper • 2503.14478 • Published Mar 18 • 48

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published Mar 13 • 36

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 85

KennyUTC 

authored a paper 10 months ago

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference

Paper • 2502.18411 • Published Feb 25 • 74