GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval. - Longhui Wei; Shiliang Zhang; Hantao Yao; Wen Gao 001; Qi Tian 001 (ACM Multimedia, 2017)

Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. - Longhui Wei; Shiliang Zhang; Wen Gao 001; Qi Tian 001 (CVPR, 2018)

VP-ReID: Vehicle and Person Re-Identification System. - Longhui Wei; Xiaobin Liu; Jianing Li 001; Shiliang Zhang (ICMR, 2018)

Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters. - Kaifeng Bi; Changping Hu; Lingxi Xie; Xin Chen 033; Longhui Wei; Qi Tian 001 (CoRR, 2019)

GLAD: Global-Local-Alignment Descriptor for Scalable Person Re-Identification. - Longhui Wei; Shiliang Zhang; Hantao Yao; Wen Gao 001; Qi Tian 001 (IEEE Trans. Multim., 2019)

Single Camera Training for Person Re-Identification. - Tianyu Zhang; Lingxi Xie; Longhui Wei; Yongfei Zhang; Bo Li 006; Qi Tian 001 (AAAI, 2020)

Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. - Zhengsu Chen; Jianwei Niu 002; Lingxi Xie; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (CVPR, 2020)

Circumventing Outliers of AutoAugment with Knowledge Distillation. - Longhui Wei; An Xiao; Lingxi Xie; Xiaopeng Zhang 008; Xin Chen 033; Qi Tian 001 (ECCV (3), 2020)

Rethinking the Distribution Gap of Person Re-identification with Camera-Based Batch Normalization. - Zijie Zhuang; Longhui Wei; Lingxi Xie; Tianyu Zhang; Hengheng Zhang; Haozhe Wu; Haizhou Ai; Qi Tian 001 (ECCV (12), 2020)

Disassembling the Dataset: A Camera Alignment Mechanism for Multiple Tasks in Person Re-identification. - Zijie Zhuang; Longhui Wei; Lingxi Xie; Hengheng Zhang; Tianyu Zhang; Haozhe Wu; Haizhou Ai; Qi Tian 001 (CoRR, 2020)

GOLD-NAS: Gradual, One-Level, Differentiable. - Kaifeng Bi; Lingxi Xie; Xin Chen 033; Longhui Wei; Qi Tian 001 (CoRR, 2020)

Can Semantic Labels Assist Self-Supervised Visual Representation Learning? - Longhui Wei; Lingxi Xie; Jianzhong He; Jianlong Chang; Xiaopeng Zhang 008; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (CoRR, 2020)

Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations. - Xinyue Huo; Lingxi Xie; Longhui Wei; Xiaopeng Zhang 008; Hao Li 090; Zijie Yang; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (CoRR, 2020)

Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks. - Xin Chen 033; Lingxi Xie; Jun Wu 006; Longhui Wei; Yuhui Xu; Qi Tian 001 (AAAI, 2021)

UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification. - Tianyu Zhang; Lingxi Xie; Longhui Wei; Zijie Zhuang; Yongfei Zhang; Bo Li 006; Qi Tian 001 (CVPR, 2021)

Visformer: The Vision-friendly Transformer. - Zhengsu Chen; Lingxi Xie; Jianwei Niu 002; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (ICCV, 2021)

Rectifying the Shortcut Learning of Background for Few-Shot Learning. - Xu Luo 003; Longhui Wei; Liangjian Wen; Jinrong Yang; Lingxi Xie; Zenglin Xu; Qi Tian 001 (NeurIPS, 2021)

Spatiotemporal Transformer for Video-based Person Re-identification. - Tianyu Zhang; Longhui Wei; Lingxi Xie; Zijie Zhuang; Yongfei Zhang; Bo Li 006; Qi Tian 001 (CoRR, 2021)

What Is Considered Complete for Visual Recognition? - Lingxi Xie; Xiaopeng Zhang 008; Longhui Wei; Jianlong Chang; Qi Tian 001 (CoRR, 2021)

Rectifying the Shortcut Learning of Background: Shared Object Concentration for Few-Shot Image Recognition. - Xu Luo 003; Longhui Wei; Liangjian Wen; Jinrong Yang; Lingxi Xie; Zenglin Xu; Qi Tian 001 (CoRR, 2021)

Diverse part attentive network for video-based person re-identification. - Xiujun Shu; Ge Li 002; Longhui Wei; Jia-Xing Zhong; Xianghao Zang; Shiliang Zhang; Yaowei Wang 001; Yongsheng Liang 001; Qi Tian 001 (Pattern Recognit. Lett., 2021)

Can Semantic Labels Assist Self-Supervised Visual Representation Learning? - Longhui Wei; Lingxi Xie; Jianzhong He; Xiaopeng Zhang 008; Qi Tian 001 (AAAI, 2022)

Learning to Learn by Jointly Optimizing Neural Architecture and Weights. - Yadong Ding; Yu Wu 011; Chengyue Huang; Siliang Tang; Yi Yang 001; Longhui Wei; Yueting Zhuang; Qi Tian 001 (CVPR, 2022)

MVP: Multimodality-Guided Visual Pre-training. - Longhui Wei; Lingxi Xie; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (ECCV (30), 2022)

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. - Juncheng Li 006; Junlin Xie; Linchao Zhu; Long Qian; Siliang Tang; Wenqiao Zhang; Haochen Shi; Shengyu Zhang 001; Longhui Wei; Qi Tian 001; Yueting Zhuang (ACM Multimedia, 2022)

Fine-Grained Semantically Aligned Vision-Language Pre-Training. - Juncheng Li 006; Xin He; Longhui Wei; Long Qian; Linchao Zhu; Lingxi Xie; Yueting Zhuang; Qi Tian 001; Siliang Tang (NeurIPS, 2022)

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap. - Lingxi Xie; Xin Chen 033; Kaifeng Bi; Longhui Wei; Yuhui Xu; Lanfei Wang; Zhengsu Chen; An Xiao; Jianlong Chang; Xiaopeng Zhang 008; Qi Tian 001 (ACM Comput. Surv., 2022)

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio. - Zhengsu Chen; Lingxi Xie; Jianwei Niu 002; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (Int. J. Comput. Vis., 2022)

Camera-Based Batch Normalization: An Effective Distribution Alignment Method for Person Re-Identification. - Zijie Zhuang; Longhui Wei; Lingxi Xie; Haizhou Ai; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations. - Xinyue Huo; Lingxi Xie; Longhui Wei; Xiaopeng Zhang 008; Xin Chen 033; Hao Li 090; Zijie Yang; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (IEEE Trans. Multim., 2022)

DE-net: Dynamic Text-Guided Image Editing Adversarial Networks. - Ming Tao 002; Bing-Kun Bao; Hao Tang 005; Fei Wu 004; Longhui Wei; Qi Tian 001 (AAAI, 2023)

Integrally Pre-Trained Transformer Pyramid Networks. - Yunjie Tian; Lingxi Xie; Zhaozhi Wang; Longhui Wei; Xiaopeng Zhang 008; Jianbin Jiao; Yaowei Wang 001; Qi Tian 001; Qixiang Ye (CVPR, 2023)

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. - Juncheng Li 006; Minghe Gao; Longhui Wei; Siliang Tang; Wenqiao Zhang; Mengze Li 001; Wei Ji 008; Qi Tian 001; Tat-Seng Chua; Yueting Zhuang (ICCV, 2023)

Continual Vision-Language Representation Learning with Off-Diagonal Information. - Zixuan Ni; Longhui Wei; Siliang Tang; Yueting Zhuang; Qi Tian 001 (ICML, 2023)

SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation. - Shikun Sun; Longhui Wei; Junliang Xing; Jia Jia 001; Qi Tian 001 (ICML, 2023)

Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion. - Zixuan Ni; Longhui Wei; Jiacheng Li 002; Siliang Tang; Yueting Zhuang; Qi Tian 001 (ACM Multimedia, 2023)

Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding. - Jiacheng Li 002; Longhui Wei; Zongyuan Zhan; Xin He; Siliang Tang; Qi Tian 001; Yueting Zhuang (CoRR, 2023)

Learning Transferable Pedestrian Representation from Multimodal Information Supervision. - Liping Bao; Longhui Wei; Xiaoyu Qiu; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (CoRR, 2023)

Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models. - Lingxi Xie; Longhui Wei; Xiaopeng Zhang 008; Kaifeng Bi; Xiaotao Gu; Jianlong Chang; Qi Tian 001 (CoRR, 2023)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Zhenjun Han; Qi Tian 001 (CoRR, 2023)

VoxSeP: semi-positive voxels assist self-supervised 3D medical segmentation. - Zijie Yang; Lingxi Xie; Wei Zhou; Xinyue Huo; Longhui Wei; Jian Lu; Qi Tian 001; Sheng Tang (Multim. Syst., 2023)

Exploring the diversity and invariance in yourself for visual pre-training task. - Longhui Wei; Lingxi Xie; Wengang Zhou 001; Houqiang Li; Qi Tian 001 (Pattern Recognit., 2023)

OVMR: Open-Vocabulary Recognition with Multi-Modal References. - Zehong Ma; Shiliang Zhang; Longhui Wei; Qi Tian 001 (CVPR, 2024)

Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model. - Zhicai Wang; Longhui Wei; Tan Wang; Heyu Chen; Yanbin Hao; Xiang Wang 010; Xiangnan He 001; Qi Tian 001 (CVPR, 2024)

HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data. - Qifan Yu; Juncheng Li 006; Longhui Wei; Liang Pang; Wentao Ye; Bosheng Qin; Siliang Tang; Qi Tian 001; Yueting Zhuang (CVPR, 2024)

Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models. - Shikun Sun; Longhui Wei; Zhicai Wang; Zixuan Wang; Junliang Xing; Jia Jia 001; Qi Tian 001 (ICLR, 2024)

Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models. - Xin He; Longhui Wei; Lingxi Xie; Qi Tian 001 (CoRR, 2024)

ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts. - Xumeng Han; Longhui Wei; Zhiyang Dou; Zipeng Wang; Chenhui Qiang; Xin He; Yingfei Sun; Zhenjun Han; Qi Tian 001 (CoRR, 2024)

Multi-Granularity Matching Transformer for Text-Based Person Search. - Liping Bao; Longhui Wei; Wengang Zhou 001; Lin Liu 016; Lingxi Xie; Houqiang Li; Qi Tian 001 (IEEE Trans. Multim., 2024)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Yingfei Sun; Zhenjun Han; Qi Tian 001 (AAAI, 2025)

C-CLIP: Multimodal Continual Learning for Vision-Language Model. - Wenzhuo Liu; Fei Zhu; Longhui Wei; Qi Tian 001 (ICLR, 2025)

Prior Preserved Text-to-Image Personalization Without Image Regularization. - Zhicai Wang; Ouxiang Li; Tan Wang; Longhui Wei; Yanbin Hao; Xiang Wang 010; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Efficient Multi-modal Long Context Learning for Training-free Adaptation. - Zehong Ma; Shiliang Zhang; Longhui Wei; Qi Tian 001 (CoRR, 2025)

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts. - Xin He; Xumeng Han; Longhui Wei; Lingxi Xie; Qi Tian 001 (CoRR, 2025)

LLaVA-c: Continual Improved Visual Instruction Tuning. - Wenzhuo Liu; Fei Zhu 004; Haiyang Guo; Longhui Wei; Cheng-Lin Liu 001 (CoRR, 2025)

MagCache: Fast Video Generation with Magnitude-Aware Cache. - Zehong Ma; Longhui Wei; Feng Wang; Shiliang Zhang; Qi Tian 001 (CoRR, 2025)