output
20182026
most citedPVT v2: Improved Baselines with Pyramid Vision Transformer

2.4k citations

Showing 2025Show all

28 papers · 1 filter

cs.LG2025★ 8 cited

Grad: Guided Relation Diffusion Generation for Graph Augmentation in Graph Fraud Detection

Jie Yang, Rui Zhang, Ziyang Cheng +3

Nowadays, Graph Fraud Detection (GFD) in financial scenarios has become an urgent research topic to protect online payment security. However, as organized crime groups are becoming…

cs.CV2025★ 1 cited

SS4D: Native 4D Generative Model via Structured Spacetime Latents

Zhibing Li, Mengchen Zhang, Tong Wu +3

We present SS4D, a native 4D generative model that synthesizes dynamic 3D objects directly from monocular video. Unlike prior approaches that construct 4D representations by optimi…

cs.CV2025

BrepLLM: Enabling Large Language Models to Understand Boundary Representations

Liyuan Deng, Hao Guo, Yongkang Dai +5

Current token-sequence-based Large Language Models (LLMs) struggle to directly process 3D Boundary Representation (B-rep) models that contain complex geometric and topological info…

cs.AI2025

Code-in-the-Loop Forensics: Agentic Tool Use for Image Forgery Detection

Fanrui Zhang, Qiang Zhang, Sizhuo Zhou +10

Existing image forgery detection (IFD) methods either exploit low-level, semantics-agnostic artifacts or rely on multimodal large language models (MLLMs) with high-level semantic k…

cs.CE2025

Beyond Knowledge to Agency: Evaluating Expertise, Autonomy, and Integrity in Finance with CNFinBench

Jinru Ding, Chao Ding, Yidong Jiang +9

As large language models (LLMs) become high-privilege agents in risk-sensitive settings, they introduce systemic threats beyond hallucination, where minor compliance errors can cau…

cs.RO2025★ 1 cited

LLM-GROP: Visually Grounded Robot Task and Motion Planning with Large Language Models

Xiaohan Zhang, Yan Ding, Yohei Hayamizu +6

Task planning and motion planning are two of the most important problems in robotics, where task planning methods help robots achieve high-level goals and motion planning methods m…