Deyi Ji

60 papers A* 14C 1Misc 1Journal 37Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
HD-VGGT: High-Resolution Visual Geometry Transformer.
CoRR
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
2026 A* conf
Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection.
AAAI
Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee
2026 A* conf
StreamSense: Streaming Social Task Detection with Selective Vision-Language Model Routing.
WWW
Han Wang, Deyi Ji, Lanyun Zhu, Jiebo Luo, Roy Ka-Wei Lee
2026 J jnl
StreamSense: Streaming Social Task Detection with Selective Vision-Language Model Routing.
CoRR
Han Wang, Deyi Ji, Lanyun Zhu, Jiebo Luo, Roy Ka-Wei Lee
2025 J jnl
Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches.
CoRR
Ying Zang, Yuncan Gao, Jiangi Zhang, Yuangi Hu, Runlong Cao, Lanyun Zhu, Qi Zhu, Deyi Ji, Renjun Xu, Tianrun Chen
2025 A* conf
CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models.
ICML
Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, De Wen Soh, Jun Liu
2025 J jnl
From Air to Wear: Personalized 3D Digital Fashion With AR/VR Immersive 3D Sketching.
IEEE Trans. Vis. Comput. Graph.
Ying Zang, Yuanqi Hu, Xinyu Chen, Suhui Wang, Yuxia Xu, Chunan Yu, Lanyun Zhu, Deyi Ji, Xin Xu, Tianrun Chen
2025 J jnl
From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketching.
CoRR
Ying Zang, Yuanqi Hu, Xinyu Chen, Yuxia Xu, Suhui Wang, Chunan Yu, Lanyun Zhu, Deyi Ji, Xin Xu, Tianrun Chen
2025 A* conf
Generating Negative Samples for Multi-Modal Recommendation.
ACM Multimedia
Yanbiao Ji, Dan Luo, Chang Liu, Shaokai Wu, Jing Tong, Qichen He, Deyi Ji, Hongtao Lu, Yue Ding
2025 — conf
IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding.
CVPR Workshops
Lanyun Zhu, Deyi Ji, Tianrun Chen, Peng Xu, Jieping Ye, Jun Liu
2025 J jnl
LLaFS++: Few-Shot Image Segmentation With Large Language Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Lanyun Zhu, Tianrun Chen, Deyi Ji, Peng Xu, Jieping Ye, Jun Liu
2025 — conf
LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation.
EMNLP (Findings)
Jiawen Xie, Haiyang Wu, Deyi Ji, Yuekui Yang, Shaoping Ma
2025 J jnl
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches.
CoRR
Ying Zang, Runlong Cao, Jianqi Zhang, Yidong Han, Ziyue Cao, Wenjun Hu, Didi Zhu, Lanyun Zhu, Zejian Li, Deyi Ji, Tianrun Chen
2025 J jnl
Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection.
CoRR
Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee
2025 J jnl
Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-Identification.
IEEE Trans. Image Process.
Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu
2025 J jnl
Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification.
CoRR
Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu
2025 A* conf
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation.
CVPR
Lanyun Zhu, Tianrun Chen, Qianxiong Xu, Xuanyi Liu, Deyi Ji, Haiyang Wu, De Wen Soh, Jun Liu
2025 J jnl
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation.
CoRR
Lanyun Zhu, Tianrun Chen, Qianxiong Xu, Xuanyi Liu, Deyi Ji, Haiyang Wu, De Wen Soh, Jun Liu
2025 — conf
RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning.
EMNLP (Industry Track)
Deyi Ji, Yuekui Yang, Liqun Liu, Peng Shu, Haiyang Wu, Shaogang Tang, Xudong Chen, Shaoping Ma, Tianrun Chen, Lanyun Zhu
2025 J jnl
RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning.
CoRR
Deyi Ji, Yuekui Yang, Liqun Liu, Peng Shu, Haiyang Wu, Shaogang Tang, Xudong Chen, Shaoping Ma, Tianrun Chen, Lanyun Zhu
2025 — conf
RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning.
ACL (6)
Deyi Ji, Yuekui Yang, Haiyang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu
2025 J jnl
RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning.
CoRR
Deyi Ji, Yuekui Yang, Haiyang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu
2025 J jnl
Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval.
CoRR
Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, Shiqi Wang
2025 J jnl
SAM3-Adapter: Efficient Adaptation of Segment Anything 3 for Camouflage Object Segmentation, Shadow Detection, and Medical Image Segmentation.
CoRR
Tianrun Chen, Runlong Cao, Xinda Yu, Lanyun Zhu, Chaotao Ding, Deyi Ji, Cheng Chen, Qi Zhu, Chunyan Xu, Papa Mao, Ying Zang
2025 J jnl
SID: Multi-LLM Debate Driven by Self Signals.
CoRR
Xuhang Chen, Zhifan Song, Deyi Ji, Shuo Gao, Lanyun Zhu
2025 A* conf
SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling.
CVPR
Qi Zhu, Jiangwei Lao, Deyi Ji, Junwei Luo, Kang Wu, Yingying Zhang, Lixiang Ru, Jian Wang, Jingdong Chen, Ming Yang, Dong Liu, Feng Zhao
2025 J jnl
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation.
CoRR
Deyi Ji, Feng Zhao, Hongtao Lu, Feng Wu, Jieping Ye
2025 J jnl
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Deyi Ji, Feng Zhao, Hongtao Lu, Feng Wu, Jieping Ye
2025 J jnl
WaterWave: Bridging Underwater Image Enhancement into Video Streams via Wavelet-based Temporal Consistency Field.
CoRR
Qi Zhu, Jingyi Zhang, Naishan Zheng, Wei Yu, Jinghao Zhang, Deyi Ji, Feng Zhao
2024 Misc conf
Changenet: Multi-Temporal Asymmetric Change Detection Dataset.
ICASSP
Deyi Ji, Siqi Gao, Mingyuan Tao, Hongtao Lu, Feng Zhao
2024 A* conf
Discrete Latent Perspective Learning for Segmentation and Detection.
ICML
Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye
2024 J jnl
Discrete Latent Perspective Learning for Segmentation and Detection.
CoRR
Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye
2024 J jnl
IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding.
CoRR
Lanyun Zhu, Deyi Ji, Tianrun Chen, Peng Xu, Jieping Ye, Jun Liu
2024 A* conf
LLaFS: When Large Language Models Meet Few-Shot Segmentation.
CVPR
Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu
2024 A* conf
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation.
IJCAI
Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao
2024 J jnl
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation.
CoRR
Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao
2024 J jnl
Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models.
CoRR
Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Zejian Li, Lingyun Sun
2024 J jnl
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More.
CoRR
Tianrun Chen, Ankang Lu, Lanyun Zhu, Chaotao Ding, Chunan Yu, Deyi Ji, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang
2024 J jnl
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding.
CoRR
Deyi Ji, Lanyun Zhu, Siqi Gao, Peng Xu, Hongtao Lu, Jieping Ye, Feng Zhao
2024 J jnl
View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV.
CoRR
Deyi Ji, Siqi Gao, Lanyun Zhu, Yiru Zhao, Peng Xu, Hongtao Lu, Feng Zhao
2024 J jnl
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart.
CoRR
Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Deyi Ji, Yan Wang, Ying Zang, Zejian Li
2024 — conf
xLSTM-UNet can be an Effective Backbone for 2D & 3D Biomedical Image Segmentation Better than its Mamba Counterparts.
BHI
Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Yan Wang, Deyi Ji, Ying Zang, Zejian Li
2023 J jnl
ChangeNet: Multi-Temporal Asymmetric Change Detection Dataset.
CoRR
Deyi Ji, Siqi Gao, Mingyuan Tao, Hongtao Lu, Feng Zhao
2023 A* conf
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation.
IJCAI
Deyi Ji, Feng Zhao, Hongtao Lu
2023 J jnl
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation.
CoRR
Deyi Ji, Feng Zhao, Hongtao Lu
2023 J jnl
LLaFS: When Large-Language Models Meet Few-Shot Segmentation.
CoRR
Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu
2023 J jnl
Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark.
IEEE Trans. Neural Networks Learn. Syst.
Haoran Wang, Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, Deyi Ji, Weihao Gan
2023 J jnl
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation.
CoRR
Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu
2023 A* conf
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark.
CVPR
Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye
2023 J jnl
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark.
CoRR
Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye
2022 A* conf
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation.
CVPR
Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu
2021 A* conf
Context-Aware Graph Convolution Network for Target Re-identification.
AAAI
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan
2021 J jnl
IPGN: Interactiveness Proposal Graph Network for Human-Object Interaction Detection.
IEEE Trans. Image Process.
Haoran Wang, Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, Deyi Ji, Weihao Gan
2021 A* conf
Learning Statistical Texture for Semantic Segmentation.
CVPR
Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan
2021 J jnl
Learning Statistical Texture for Semantic Segmentation.
CoRR
Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan
2020 — conf
Class-Wise Dynamic Graph Convolution for Semantic Segmentation.
ECCV (17)
Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan
2020 J jnl
Class-wise Dynamic Graph Convolution for Semantic Segmentation.
CoRR
Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan
2020 J jnl
Context-Aware Graph Convolution Network for Target Re-identification.
CoRR
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan
2018 — conf
Challenges on Large Scale Surveillance Video Analysis.
CVPR Workshops
Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan
2018 C conf
End to end multi-scale convolutional neural network for crowd counting.
ICMV
Deyi Ji, Hongtao Lu, Tongzhen Zhang