| 2026 | AAAI | 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 |
| 2026 | ACL | ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring. | Deyi Ji, Junyu Lu, Xuanyi Liu, Liqun Liu, Hailong Zhang, Peng Shu, Huan Yu, Jie Jiang, Tianrun Chen, Lanyun Zhu |
| 2026 | WWW | StreamSense: Streaming Social Task Detection with Selective Vision-Language Model Routing. | Han Wang, Deyi Ji, Lanyun Zhu, Jiebo Luo, Roy Ka-Wei Lee |
| 2026 | SIGIR | Decoding Multimodal Cues: Unveiling the Implicit Meaning Behind Hateful Videos. | Junyu Lu, Deyi Ji, Liqun Liu, Xiaokun Zhang, Youlin Wu, Roy Ka-Wei Lee, Peng Shu, Huan Yu, Jie Jiang, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | ACL | RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning. | Deyi Ji, Yuekui Yang, Haiyang Wu, Shaoping Ma, Tianrun Chen, Lanyun Zhu |
| 2025 | CVPR | 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 |
| 2025 | CVPR | IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding. | Lanyun Zhu, Deyi Ji, Tianrun Chen, Peng Xu, Jieping Ye, Jun Liu |
| 2025 | CVPR | 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 |
| 2025 | EMNLP | 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 |
| 2025 | EMNLP | LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation. | Jiawen Xie, Haiyang Wu, Deyi Ji, Yuekui Yang, Shaoping Ma |
| 2025 | ICML | 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 |
| 2024 | CVPR | LLaFS: When Large Language Models Meet Few-Shot Segmentation. | Lanyun Zhu, Tianrun Chen, Deyi Ji, Jieping Ye, Jun Liu |
| 2024 | ICASSP | Changenet: Multi-Temporal Asymmetric Change Detection Dataset. | Deyi Ji, Siqi Gao, Mingyuan Tao, Hongtao Lu, Feng Zhao |
| 2024 | ICML | Discrete Latent Perspective Learning for Segmentation and Detection. | Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye |
| 2024 | IJCAI | PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation. | Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao |
| 2023 | CVPR | Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark. | Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye |
| 2023 | IJCAI | Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation. | Deyi Ji, Feng Zhao, Hongtao Lu |
| 2022 | CVPR | Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation. | Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu |
| 2021 | AAAI | Context-Aware Graph Convolution Network for Target Re-identification. | Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan |
| 2021 | CVPR | Learning Statistical Texture for Semantic Segmentation. | Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan |
| 2020 | ECCV | Class-Wise Dynamic Graph Convolution for Semantic Segmentation. | Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan |
| 2018 | CVPR | Challenges on Large Scale Surveillance Video Analysis. | Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan |
| 2018 | ICMV | End to end multi-scale convolutional neural network for crowd counting. | Deyi Ji, Hongtao Lu, Tongzhen Zhang |