百晓学者学者目录

祝澜耘

副教授、副研究员、助理教授、博士生导师、博导、教授、研究员、硕导、讲师，同济大学

精选作品

期刊论文

2026

HD-VGGT: High-Resolution Visual Geometry Transformer

Tianrun Chen, Yuanqi Hu, Yidong Han, Han-Jie Xu, De-Yi Ji, Qi Zhu, Chu-Nan Yu, Xin Zhang, Cheng Chen, Chao Ding, Ying Zang, Xuan Li, Jinze Ma, Lanyun Zhu

arXiv.org

DOI

2026

DeepSketch2Wear: democratizing 3D garment creation via freehand sketches and text

Xinyu Chen, Jianqi Zhang, Chao Ding, Run-Long Cao, Lanyun Zhu, Wenjun Hu, Ying Zang, Tianrun Chen

The Visual Computer

DOI

2026

StreamSense: Streaming Social Task Detection with Selective Vision–Language Model Routing

Han Wang, De-Yi Ji, Lanyun Zhu, Jie-Bo Luo, Roy Ka-Wei Lee

The Web Conference

DOI

2026

Robust 4D Visual Geometry Transformer with Uncertainty-Aware Priors

Ying Zang, Yidong Han, Chao Ding, Yuanqi Hu, De-Yi Ji, Qi Zhu, Xuan Li, Jin Ma, Lingyun Sun, Tianrun Chen, Lanyun Zhu

arXiv.org

DOI

2026

StreamCacheVGGT: Streaming Visual Geometry Transformers with Robust Scoring and Hybrid Cache Compression

Xuan-Yi Liu, Chu-Nan Yu, De-Yi Ji, Qi Zhu, Lingyun Sun, Xuan Li, Jin Ma, Tianrun Chen, Lanyun Zhu

arXiv.org

DOI

2026

Video-Zero: Self-Evolution Video Understanding

Rui-Xu Zhang, De-Yi Ji, Lanyun Zhu, Xuan-Yi Liu, Yu Meng, Ruihang Chu, Yu-Jiu Yang

arXiv.org

DOI

2026

Let Human Sketches Help: Empowering the Challenging Image Segmentation Task With Freehand Sketches

Ying-Dong Zang, Run-Long Cao, Jianqi Zhang, Yidong Han, Zi-Yue Cao, Wen-Jun Hu, Didi Zhu, Zejian Li, Lanyun Zhu, De-Yi Ji, Tianrun Chen

IEEE transactions on multimedia

DOI

2026

ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring

De-Yi Ji, Jun-Yu Lu, Xuan-Yi Liu, Liqun Liu, Hailong Zhang, Peng Shu, Huan Yu, Jie Jiang, Tianrun Chen, Lanyun Zhu

Annual Meeting of the Association for Computational Linguistics

DOI

2026

The Fourth Challenge on Image Super-Resolution (⨉4) at NTIRE 2026: Benchmark Results and Method Overview

Zheng Chen, Kai Liu, Jingkai Wang, Xiang-Long Yan, Jian-Ze Li, Zi-Qing Zhang, Jue Gong, Jia-Tong Li, Lei Sun, Xiao-Yang Liu, R. Timofte, Yu-Lun Zhang, Jihyeon Park, Yoon-Bin Im, Hyung-Ju Chun, Hyunhee Park, M. Park, Zheng Xie, Xiang-Yu Kong, Weijun Yuan, Zhan Li, Qi Song, Luen Zhu, Feng Zhang, Xinzhe Zhu, Junyang Chen, Cong Wang, Yixin Yang, Zhaorun Zhou, Jiang-Xin Dong, Jinshan Pan, Shengwei Wang, Jia-Jie Ou, Baiang Li, Sizhuo Ma, Qiang Gao, Jusheng Zhang, Jian Wang, Ke-Ze Wang, Yijia Liu, Ying-Si Chen, Hui Li, Yu Wang, Cong Zhu, Saeed Ahmad, Ikjin Lee, Jun Young Park, Jinsu Yoon, Kainan Yan, Zian Wang, Weibo Wang, Shihao Zou, Chao Dong, Wei Zhou, Linfeng Li, Jaeseong Lee, J. Chae, Jinwoo Kim, Seonjoong Kim, Yu Hong, Zhen Yan, Jun-Ye Chen, Rui-Ze Han, Songwei Wang, Yuxuan Jiang, Chengxiao Zeng, Tian-Hao Peng, Fan Zhang, David R. Bull, Tong Mu, Qiong Cao, Yi-Fan Wang, You-Wei Pan, Lei Cao, Xiao-Ping Peng, Wei Deng, Yifei Chen, Wen-Bo Xiong, Xianrun Hu, Yuxin Zhang, Xiao-Yu Cheng, Yangchun Ji, Zong-Hao Chen, Zhihao Xue, Jun Hu, Nihal Kumar, S. Tomar, Klaus Mueller, Surya Vashisth, Prateek Shaily, J. Kumar, Hardik Sharma, Ashish Negi, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Shijun Shi, Jiang-Ning Zhang, Yong Liu, Kai Hu, Jing Xu, Xianfang Zeng, M. Amitesh, S. Hariharan, Chia-Ming Lee, Yufei Lin, Chih-Chung Hsu, K. Nishalini, A. SreenathK., Bilel Benjdira, Anas M. Ali, Wadii Boulila, Shuling Zheng, Zhiheng Fu, Feng Zhang, Zhang-Lu Chen, Boyang Yao, N. Pathak, Aagam Jain, Milan Kumar, Kishor P. Upla, Vivek P. Chavda, S. SarangN, Raghavendra Ramachandra, Zhipeng Zhang, Qi Wang, Shiyu Wang, Jiachen Tu, Guoyi Xu, Yao-Xin Jiang, Jia-Jia Liu, Yaokun Shi, Yu-Qi Li, Chuan-Guang Yang, Wei Feng, Zhu Hong, Hao Wu, Jun-Ming Liu, Ying-Li Tian, A. Kulkarni, T. Shet, Saakshi M Vernekar, Nikhil Neelkanth Akalwadi, Kaushik Mallibhat, R. Tabib, Uma Mudenagudi, Yuwen Pan, Tianrun Chen, De-Yi Ji, Qi Zhu, Lanyun Zhu, Heyan Zhangyi

arXiv.org

DOI

2026

4DVGGT-D: 4D Visual Geometry Transformer with Improved Dynamic Depth Estimation

Ying Zang, Xuan-Yi Liu, Yidong Han, De-Yi Ji, Chao Ding, Yuanqi Hu, Qiang Zhu, Xuan Li, Jinze Ma, Lingyun Sun, Tianrun Chen, Lanyun Zhu

arXiv.org

DOI

2026

From Sketch to Reality: Enabling High-Quality, Cross-Category 3D Model Generation From Free-Hand Sketches With Minimal Data

Ying-Dong Zang, Chu-Nan Yu, Jiahao Zhang, Jing Li, Shengyuan Zhang, Lanyun Zhu, Chao Ding, Renjun Xu, Tianrun Chen

IEEE Transactions on Visualization and Computer Graphics

DOI

2026

Aligning LLM Uncertainty with Human Disagreement in Subjectivity Analysis

Junyu Lu, De-Yi Ji, Xuan-Yi Liu, Lanyun Zhu, Bo Xu, Liang Yang, Xian-Sheng Hua, Hong-Fei Lin

arXiv.org

DOI

2026

The First Challenge on Mobile Real-World Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

Jia-Tong Li, Zhengkai Chen, Kai Liu, Jingkai Wang, Zihan Zhou, Xiao-Yang Liu, Libo Zhu, Jue Gong, R. Timofte, Yu-Lu Zhang, Cong Wang, Zi-Hao Wang, Ke Wu, Xinzhe Zhu, Feng Zhang, Zhong-Bao Yang, Long Sun, Jiang-Xin Dong, Jinshan Pan, Jiachen Tu, Yaokun Shi, Guoyi Xu, Yao-Xin Jiang, Jia-Jia Liu, Renyuan Situ, Yixin Yang, Zhaorun Zhou, Junyang Chen, Yuqiu Li, Chuan-Guang Yang, Wei Feng, Chuanyu Yan, Yue-Dong Tan, Ying Tian, Zhen-Zhong Chen, Tong Guo, Ruhan Liu, San-Zhi Shi, Hua Deng, Jie Yang, Wenzhuo Ma, Yuan-Tong Zhang, Dai-Qin Yang, Tianrun Chen, De-Yi Ji, Yuxiao Jiang, Qi Zhu, Lanyun Zhu, Yuwen Pan, Run-Ze Tian, M. Shi, Zhan-Feng Feng, Yuan-Fei Bao, Jia-Ming Guo, Ren-Jing Pei, Xin Di, Long Peng, Lin-Hua Jiang, Xue-Yang Fu, Yang Cao, Zheng-Jun Zha, C. Lee, Shyang-En Weng, Yi Liao, Jorge Tyrakowski, Yu-Syuan Xu, Wei-Chen Chiu, Ching-Chun Huang, Yoon-Bin Im, Jihye Park, Hyung-Ju Chun, Hyunhee Park, M. Park, Xiao-Xuan Yu, Jianxing Zhang, Yuxuan Jiang, Chengxiao Zeng, Tian-Hao Peng, Fan Zhang, David R. Bull, Watchara Ruangsang, S. Aramvith, Jiahao Deng, Wei Zhou, Hong-Jia Huang, Shaohui Lin, Zi-Han Wang, Yilin Chen, Yunchen Li, Jun-Bo Qiao, Wei Li, Jiao Xie, Gao-Qi He, Wenxi Li

arXiv.org

DOI

2025

POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation

Lanyun Zhu, Tianrun Chen, Qianxiong Xu, Xuan-Yi Liu, De-Yi Ji, Hai-Yang Wu, D. Soh, Jun Liu

Computer Vision and Pattern Recognition

DOI

2025

LLaFS++: Few-Shot Image Segmentation With Large Language Models

Lanyun Zhu, Tianrun Chen, De-Yi Ji, Peng Xu, Jie-Ping Ye, Jun Liu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Replay Master: Automatic Sample Selection and Effective Memory Utilization for Continual Semantic Segmentation

Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, D. Soh, Jun Liu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-Identification

Lanyun Zhu, Tianrun Chen, De-Yi Ji, Jie-Ping Ye, Jun Liu

IEEE Transactions on Image Processing

DOI

2025

From Air to Wear: Personalized 3D Digital Fashion With AR/VR Immersive 3D Sketching

Ying Zang, Yuanqi Hu, Xinyu Chen, Suhui Wang, Yu-Xia Xu, Chu-Nan Yu, Lanyun Zhu, De-Yi Ji, Xin Xu, Tianrun Chen

IEEE Transactions on Visualization and Computer Graphics

DOI

2025

Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval

Lanyun Zhu, De-Yi Ji, Tianrun Chen, Hai-Yang Wu, Shiqi Wang

Neural Information Processing Systems

DOI

2025

RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning

De-Yi Ji, Yue-Kui Yang, Hai-Yang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Syllables to Scenes: Literary-Guided Free-Viewpoint 3D Scene Synthesis from Japanese Haiku

Chu-Nan Yu, Yidong Han, Chao Ding, Ying-Dong Zang, Lanyun Zhu, Xin-Hao Chen, Zejian Li, Renjun Xu, Tianrun Chen

arXiv.org

DOI

2025

SAM3-Adapter: Efficient Adaptation of Segment Anything 3 for Camouflage Object Segmentation, Shadow Detection, and Medical Image Segmentation

Tianrun Chen, Run-Long Cao, Xinda Yu, Lanyun Zhu, Chao Ding, De-Yi Ji, Cheng Chen, Qi Zhu, Chun-Yan Xu, Papa Mao, Ying-Dong Zang

arXiv.org

DOI

2025

RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning

De-Yi Ji, Yue-Kui Yang, Liqun Liu, Peng Shu, Hai-Yang Wu, Shao Tang, Xudong Chen, Shaoping Ma, Tianrun Chen, Lanyun Zhu

Conference on Empirical Methods in Natural Language Processing

DOI

2025

Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches

Ying-Dong Zang, Yun-Can Gao, Jiang Zhang, Yuan-Ting Hu, Run-Long Cao, Lanyun Zhu, Qi Zhu, De-Yi Ji, Renjun Xu, Tianrun Chen

arXiv.org

DOI

2025

CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models

Lanyun Zhu, De-Yi Ji, Tianrun Chen, Hai-Yang Wu, D. Soh, Jun Liu

International Conference on Machine Learning

2024

RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner

Ying-Dong Zang, Chenglong Fu, Run-Long Cao, Didi Zhu, Min Zhang, Wenjun Hu, Lanyun Zhu, Tianrun Chen

Information Sciences

DOI

2024

Addressing Background Context Bias in Few-Shot Segmentation Through Iterative Modulation

Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, Jun Liu

Computer Vision and Pattern Recognition

DOI

2024

IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

Lanyun Zhu, De-Yi Ji, Tianrun Chen, Peng Xu, Jie-Ping Ye, Jun Liu

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2024

xLSTM-UNet can be an Effective Backbone for 2D & 3D Biomedical Image Segmentation Better than its Mamba Counterparts

Tianrun Chen, Chao Ding, Lanyun Zhu, Tao Xu, Yan Wang, De-Yi Ji, Ying-Dong Zang, Zejian Li

2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

DOI

2024

Research and Comparison of Ceramic Image Generation Through Fine-Tuning Stable Diffusion

Yu Luo, Wei Feng, Lanyun Zhu, Sheng-Lan Peng

2024 2nd International Conference on Machine Vision, Image Processing & Imaging Technology (MVIPIT)

DOI

2024

Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding

De-Yi Ji, Lanyun Zhu, Siqi Gao, Peng Xu, Hongtao Lu, Jie-Ping Ye, Feng Zhao

arXiv.org

DOI

2024

Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models

Tianrun Chen, Chu-Nan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, De-Yi Ji, Yong Zhang, Ying Zang, Zejian Li, Lingyun Sun

arXiv.org

DOI

2024

View-Centric Multiobject Tracking With Homographic Matching in Moving UAV

De-Yi Ji, Lanyun Zhu, Siqi Gao, Qi Zhu, Yiru Zhao, Peng Xu, Yue Ding, Hongtao Lu, Jie-Ping Ye, Feng Wu, Feng Zhao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Hybrid Mamba for Few-Shot Segmentation

Qianxiong Xu, Xuan-Yi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Zi-Yue Li, Rui Zhao

Neural Information Processing Systems

DOI

2024

New Fashion: Personalized 3D Design with a Single Sketch Input

Tianrun Chen, Xinyu Chen, Chao Ding, Ling Bai, Shang-Zhan Zhang, Lanyun Zhu, Ying Zang, Wenjun Hu, Zejian Li, Lingyun Sun

SIGGRAPH Asia Posters

DOI

2024

SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More

Tianrun Chen, Ankang Lu, Lanyun Zhu, Chao Ding, Chu-Nan Yu, De-Yi Ji, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang

arXiv.org

DOI

2024

Discrete Latent Perspective Learning for Segmentation and Detection

De-Yi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jie-Ping Ye

International Conference on Machine Learning

DOI

2024

Img2CAD: Conditioned 3-D CAD Model Generation From Single Image With Structured Visual Geometry

Tianrun Chen, Chu-Nan Yu, Yuanqi Hu, Jing Li, Tao Xu, Run-Long Cao, Lanyun Zhu, Ying Zang, Yong Zhang, Zejian Li, Lingyun Sun

IEEE Transactions on Industrial Informatics

DOI

2023

LLaFS: When Large Language Models Meet Few-Shot Segmentation

Lanyun Zhu, Tianrun Chen, De-Yi Ji, Jie-Ping Ye, Jun Liu

Computer Vision and Pattern Recognition

DOI

2023

Continual Semantic Segmentation with Automatic Memory Sample Selection

Lanyun Zhu, Tianrun Chen, Jianxiong Yin, S. See, J. Liu

Computer Vision and Pattern Recognition

DOI

2023

SAM-Adapter: Adapting Segment Anything in Underperformed Scenes

Tianrun Chen, Lanyun Zhu, Chao Ding, Run-Long Cao, Yan Wang, Shang-Zhan Zhang, Zejian Li, Lingyun Sun, Ying-Dong Zang, Papa Mao

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2023

Learning Gabor Texture Features for Fine-Grained Recognition

Lanyun Zhu, Tianrun Chen, Jianxiong Yin, S. See, Jun Liu

IEEE International Conference on Computer Vision

DOI

2023

Deep3DSketch+: Rapid 3D Modeling from Single Free-Hand Sketches

Tianrun Chen, Chenglong Fu, Ying-Dong Zang, Lanyun Zhu, Jia Zhang, Papa Mao, Lingyun Sun

Conference on Multimedia Modeling

DOI

2023

Reality3DSketch: Rapid 3D Modeling of Objects From Single Freehand Sketches

Tianrun Chen, Chao Ding, Lanyun Zhu, Ying Zang, Yiyi Liao, Zejian Li, Lingyun Sun

IEEE transactions on multimedia

DOI

2023

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, T. Liu, Haogang Zhu

IEEE Transactions on Medical Imaging

DOI

2023

Label-guided Attention Distillation for lane segmentation

Zhi-Kang Liu, Lanyun Zhu

Neurocomputing

DOI

2023

Deep3DSketch: 3D Modeling from Free-Hand Sketches with View- and Structural-Aware Adversarial Training

Tianrun Chen, Chenglong Fu, Lanyun Zhu, Papa Mao, Jia Zhang, Ying Zang, Ling Sun

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2022

Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

Xiao Fu, Shang-Zhan Zhang, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiao-Wei Zhou, Andreas Geiger, Yiyi Liao

International Conference on 3D Vision

DOI

2021

Learning Statistical Texture for Semantic Segmentation

Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Jun-Jie Yan

Computer Vision and Pattern Recognition

DOI

2021

Temporal-Spatial Feature Pyramid for Video Saliency Detection

Qinyao Chang, Shiping Zhu, Lanyun Zhu

arXiv.org

2020

Distance Guided Channel Weighting for Semantic Segmentation

Lanyun Zhu, Shiping Zhu, Xuan-Yi Liu, Liangcheng Luo

arXiv.org

2019

OGNet: Salient Object Detection with Output-guided Attention Module

Shiping Zhu, Lanyun Zhu

arXiv.org

预印本

2026

Whitewashing Hate, Smearing Harmless Content: Annotator-Style Rebuttal Attacks on LLM-Based Moderation

Junyu Lu, Kaiyuan Liu, Kaichun Wang, Jingyi Kang, Deyi Ji, Hailong Zhang, Lanyun Zhu, Qi Zhu, Bo Xu, Liang Yang, Hongfei Lin

arXiv preprint

2026

VGGT-CAD: Reconstructing Parametric CAD 3D Model with Geometric Grounding

Chunan Yu, Tianrun Chen, Fu Shen, Cheng Chen, Lanyun Zhu, Yang Yang

arXiv preprint

2025

Self-signals Driven Multi-LLM Debate for Efficient and Accurate Reasoning

Xuhang Chen, Zhifan Song, Deyi Ji, Shuo Gao, Lanyun Zhu

arXiv preprint

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