Deyi Ji

According to our database, Deyi Ji authored at least 46 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Jiatong Li, Zheng Chen, Kai Liu, Jingkai Wang, Zihan Zhou, Xiaoyang Liu, Libo Zhu, Jue Gong, Radu Timofte, Yulun Zhang, Congyu Wang, Zihao Wang, Ke Wu, Xinzhe Zhu, Fengkai Zhang, Zhongbao Yang, Long Sun, Jiangxin Dong, Jinshan Pan, Jiachen Tu, Yaokun Shi, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Renyuan Situ, Yixin Yang, Zhaorun Zhou, Junyang Chen, Yuqi Li, Chuanguang Yang, Weilun Feng, Chuanyue Yan, Yuedong Tan, Yingli Tian, Zhenzhong Chen, Tongqi Guo, Ruhan Liu, Sangzi Shi, Huazhang Deng, Jie Yang, Wenzhuo Ma, Yuantong Zhang, Daiqin Yang, Tianrun Chen, Deyi Ji, Yuxiao Jiang, Qi Zhu, Lanyun Zhu, Yuwen Pan, Runze Tian, Mingyu Shi, Zhanfeng Feng, Yuanfei Bao, Jiaming Guo, Renjing Pei, Xin Di, Long Peng, Linfeng Jiang, Xueyang Fu, Yang Cao, Zhengjun Zha, Choulhyouc Lee, Shyang-En Weng, Yi-Cheng Liao, Jorge Tyrakowski, Yu-Syuan Xu, Wei-Chen Chiu, Ching-Chun Huang, Yoonjin Im, Jihye Park, Hyungju Chun, Hyunhee Park, MinKyu Park, Xiaoxuan Yu, Jianxing Zhang, Yuxuan Jiang, Chengxi Zeng, Tianhao Peng, Fan Zhang, David Bull, Watchara Ruangsang, Supavadee Aramvith, JiaHao Deng, Wei Zhou, Hongyu Huang, Shaohui Lin, Zihan Wang, Yilin Chen, Yunchen Li, Junbo Qiao, Wei Li, Jiao Xie, Gaoqi He, Wenxi Li

CoRR, April, 2026

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

Xuanyi Liu, Chunan Yu, Deyi Ji, Qi Zhu, Lingyun Sun, Xuanfu Li, Jin Ma, Tianrun Chen, Lanyun Zhu

CoRR, April, 2026

Robust 4D Visual Geometry Transformer with Uncertainty-Aware Priors.

Ying Zang, Yidong Han, Chaotao Ding, Yuanqi Hu, Deyi Ji, Qi Zhu, Xuanfu Li, Jin Ma, Lingyun Sun, Tianrun Chen, Lanyun Zhu

CoRR, April, 2026

HD-VGGT: High-Resolution Visual Geometry Transformer.

Tianrun Chen, Yuanqi Hu, Yidong Han, Hanjie Xu, Deyi Ji, Qi Zhu, Chunan Yu, Xin Zhang, Cheng Chen, Chaotao Ding, Ying Zang, Xuanfu Li, Jin Ma, Lanyun Zhu

CoRR, March, 2026

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

Han Wang, Deyi Ji, Lanyun Zhu, Jiebo Luo, Roy Ka-Wei Lee

Proceedings of the ACM Web Conference 2026, 2026

Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection.

Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

WaterWave: Bridging Underwater Image Enhancement into Video Streams via Wavelet-based Temporal Consistency Field.

Qi Zhu, Jingyi Zhang, Naishan Zheng, Wei Yu, Jinghao Zhang, Deyi Ji, Feng Zhao

CoRR, December, 2025

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

Tianrun Chen, Runlong Cao, Xinda Yu, Lanyun Zhu, Chaotao Ding, Deyi Ji, Cheng Chen, Qi Zhu, Chunyan Xu, Papa Mao, Ying Zang

CoRR, November, 2025

SID: Multi-LLM Debate Driven by Self Signals.

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

CoRR, October, 2025

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

Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, Shiqi Wang

CoRR, October, 2025

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

Lanyun Zhu, Tianrun Chen, Deyi Ji, Peng Xu, Jieping Ye, Jun Liu

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation.

Deyi Ji, Feng Zhao, Hongtao Lu, Feng Wu, Jieping Ye

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

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

Ying Zang, Yuncan Gao, Jiangi Zhang, Yuangi Hu, Runlong Cao, Lanyun Zhu, Qi Zhu, Deyi Ji, Renjun Xu, Tianrun Chen

CoRR, March, 2025

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation.

Deyi Ji, Feng Zhao, Hongtao Lu, Feng Wu, Jieping Ye

CoRR, March, 2025

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches.

Ying Zang, Runlong Cao, Jianqi Zhang, Yidong Han, Ziyue Cao, Wenjun Hu, Didi Zhu, Lanyun Zhu, Zejian Li, Deyi Ji, Tianrun Chen

CoRR, January, 2025

Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification.

Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu

CoRR, January, 2025

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

Ying Zang, Yuanqi Hu, Xinyu Chen, Suhui Wang, Yuxia Xu, Chunan Yu, Lanyun Zhu, Deyi Ji, Xin Xu, Tianrun Chen

IEEE Trans. Vis. Comput. Graph., 2025

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

Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu

IEEE Trans. Image Process., 2025

Generating Negative Samples for Multi-Modal Recommendation.

Yanbiao Ji, Dan Luo, Chang Liu, Shaokai Wu, Jing Tong, Qichen He, Deyi Ji, Hongtao Lu, Yue Ding

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

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

Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, De Wen Soh, Jun Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation.

Jiawen Xie, Haiyang Wu, Deyi Ji, Yuekui Yang, Shaoping Ma

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

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

Deyi Ji, Yuekui Yang, Liqun Liu, Peng Shu, Haiyang Wu, Shaogang Tang, Xudong Chen, Shaoping Ma, Tianrun Chen, Lanyun Zhu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling.

Qi Zhu, Jiangwei Lao, Deyi Ji, Junwei Luo, Kang Wu, Yingying Zhang, Lixiang Ru, Jian Wang, Jingdong Chen, Ming Yang, Dong Liu, Feng Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

Lanyun Zhu, Deyi Ji, Tianrun Chen, Peng Xu, Jieping Ye, Jun Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

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

Lanyun Zhu, Tianrun Chen, Qianxiong Xu, Xuanyi Liu, Deyi Ji, Haiyang Wu, De Wen Soh, Jun Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning.

Deyi Ji, Yuekui Yang, Haiyang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

2024

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

Deyi Ji, Lanyun Zhu, Siqi Gao, Peng Xu, Hongtao Lu, Jieping Ye, Feng Zhao

CoRR, 2024

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

Tianrun Chen, Ankang Lu, Lanyun Zhu, Chaotao Ding, Chunan Yu, Deyi Ji, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang

CoRR, 2024

xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart.

Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Deyi Ji, Yan Wang, Ying Zang, Zejian Li

CoRR, 2024

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

Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Zejian Li, Lingyun Sun

CoRR, 2024

View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV.

Deyi Ji, Siqi Gao, Lanyun Zhu, Yiru Zhao, Peng Xu, Hongtao Lu, Feng Zhao

CoRR, 2024

PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation.

Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Discrete Latent Perspective Learning for Segmentation and Detection.

Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Changenet: Multi-Temporal Asymmetric Change Detection Dataset.

Deyi Ji, Siqi Gao, Mingyuan Tao, Hongtao Lu, Feng Zhao

Proceedings of the IEEE International Conference on Acoustics, 2024

LLaFS: When Large Language Models Meet Few-Shot Segmentation.

Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Yan Wang, Deyi Ji, Ying Zang, Zejian Li

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark.

Haoran Wang, Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, Deyi Ji, Weihao Gan

IEEE Trans. Neural Networks Learn. Syst., June, 2023

Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation.

Deyi Ji, Feng Zhao, Hongtao Lu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark.

Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation.

Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

IPGN: Interactiveness Proposal Graph Network for Human-Object Interaction Detection.

Haoran Wang, Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, Deyi Ji, Weihao Gan

IEEE Trans. Image Process., 2021

Learning Statistical Texture for Semantic Segmentation.

Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Context-Aware Graph Convolution Network for Target Re-identification.

Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Class-Wise Dynamic Graph Convolution for Semantic Segmentation.

Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan

Proceedings of the Computer Vision - ECCV 2020, 2020

2018

End to end multi-scale convolutional neural network for crowd counting.

Deyi Ji, Hongtao Lu, Tongzhen Zhang

Proceedings of the Eleventh International Conference on Machine Vision, 2018

Challenges on Large Scale Surveillance Video Analysis.

Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018