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Yefeng Zheng

Papers
22

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22papers

Authored papers

22

Unveiling and Bridging the Functional Perception Gap in MLLMs: Atomic Visual Alignment and Hierarchical Evaluation via PET-Bench

arXiv 2026

2026

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens

arXiv 2025

2025

The Curse of Depth in Large Language Models

arXiv 2025

2025

Progressive Language-guided Visual Learning for Multi-Task Visual Grounding

arXiv 2025

2025

VPTracker: Global Vision-Language Tracking via Visual Prompt and MLLM

arXiv 2025

2025

Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder

arXiv 2025

2025

Training-free LLM Merging for Multi-task Learning

arXiv 2025

2025

GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration

arXiv 2024

2024

Learning Long-form Video Prior via Generative Pre-Training

arXiv 2024

2024

Large Language Model Distilling Medication Recommendation Model

arXiv 2024

2024

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

arXiv 2023

2023

Large Language Models for Generative Information Extraction: A Survey

arXiv 2023

2023

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

ICCV 2023 1

2023

VisorGPT: Learning Visual Prior via Generative Pre-Training

arXiv 2023

2023

FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs

ICCV 2023 1

2023

Interactive Segmentation as Gaussian Process Classification

arXiv 2023

2023

Improving GAN Training via Feature Space Shrinkage

arXiv 2023

2023

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset

arXiv 2023

2023

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

arXiv 2022

2022

Combating Mode Collapse in GANs via Manifold Entropy Estimation

arXiv 2022

2022

Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion

arXiv 2021

2021

Med3D: Transfer Learning for 3D Medical Image Analysis

arXiv 2019

2019

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from 22 papers