SMART: A System for Online Monitoring Large Volumes of Network Traffic. - Aoying Zhou; Ying Yan 002; Xueqing Gong; Jianlong Chang; Dai Dai (ICDE, 2008)

Detecting Abnormal Trend Evolution over Multiple Data Streams. - Chen Zhang; Nianlong Weng; Jianlong Chang; Aoying Zhou (APWeb/WAIM, 2009)

On efficiently generating realistic social media timeline structures. - Chengcheng Yu; Fan Xia; Weining Qian; Aoying Zhou; Jianlong Chang (SSDBM, 2014)

Deep Adaptive Image Clustering. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICCV, 2017)

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting. - Qi Zhang; Qizhao Jin; Jianlong Chang; Shiming Xiang; Chunhong Pan (ICPR, 2018)

Structure-Aware Convolutional Neural Networks. - Jianlong Chang; Jie Gu 002; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (NeurIPS, 2018)

Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE Intell. Transp. Syst. Mag., 2018)

Deep unsupervised learning with consistent inference of latent representations. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2018)

DATA: Differentiable ArchiTecture Approximation. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (NeurIPS, 2019)

Deep Discriminative Clustering Analysis. - Jianlong Chang; Yiwen Guo; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

Differentiable Architecture Search with Ensemble Gumbel-Softmax. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

Learning graph structure via graph convolutional networks. - Qi Zhang; Jianlong Chang; Gaofeng Meng; Shibiao Xu; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2019)

Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification. - Guan'an Wang; Tianzhu Zhang 001; Yang Yang 062; Jian Cheng 001; Jianlong Chang; Xu Liang; Zeng-Guang Hou (AAAI, 2020)

Spatio-Temporal Graph Structure Learning for Traffic Forecasting. - Qi Zhang; Jianlong Chang; Gaofeng Meng; Shiming Xiang; Chunhong Pan (AAAI, 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)

Deep Self-Evolution Clustering. - Jianlong Chang; Gaofeng Meng; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Local-Aggregation Graph Networks. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Qi Zhang; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration. - Xingyu Chen; Yufeng Liu; Chongyang Ma; Jianlong Chang; Huayan Wang; Tian Chen; Xiaoyan Guo; Pengfei Wan 001; Wen Zheng (CVPR, 2021)

Differentiable Convolution Search for Point Cloud Processing. - Xing Nie; Yongcheng Liu; Shaohong Chen; Jianlong Chang; Chunlei Huo; Gaofeng Meng; Qi Tian 001; Weiming Hu; Chunhong Pan (ICCV, 2021)

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

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling. - Xinbang Zhang; Jianlong Chang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Zhouchen Lin; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

BiSPL: Bidirectional Self-Paced Learning for Recognition From Web Data. - Xiaoping Wu; Jianlong Chang; Yu-Kun Lai; Jufeng Yang; Qi Tian 001 (IEEE Trans. Image Process., 2021)

Efficient and Scalable Implicit Graph Neural Networks with Virtual Equilibrium. - Qi Chen; Yifei Wang 001; Yisen Wang 001; Jianlong Chang; Qi Tian 001; Jiansheng Yang; Zhouchen Lin (IEEE Big Data, 2022)

AME: Attention and Memory Enhancement in Hyper-Parameter Optimization. - Nuo Xu; Jianlong Chang; Xing Nie; Chunlei Huo; Shiming Xiang; Chunhong Pan (CVPR, 2022)

HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval. - Feilong Chen; Xiuyi Chen; Jiaxin Shi; Duzhen Zhang; Jianlong Chang; Qi Tian 001 (CoRR, 2022)

Pro-tuning: Unified Prompt Tuning for Vision Tasks. - Xing Nie; Bolin Ni; Jianlong Chang; Gaomeng Meng; Chunlei Huo; Zhaoxiang Zhang 001; Shiming Xiang; Qi Tian 001; Chunhong Pan (CoRR, 2022)

Prompt-Matched Semantic Segmentation. - Lingbo Liu; Bruce X. B. Yu; Jianlong Chang; Qi Tian 001; Chang Wen Chen (CoRR, 2022)

Towards a Unified View on Visual Parameter-Efficient Transfer Learning. - Bruce X. B. Yu; Jianlong Chang; Lingbo Liu; Qi Tian 001; Chang Wen Chen (CoRR, 2022)

OhMG: Zero-shot Open-vocabulary Human Motion Generation. - Junfan Lin; Jianlong Chang; Lingbo Liu; Guanbin Li; Liang Lin; Qi Tian 001; Chang Wen Chen (CoRR, 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)

SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem. - Song Chen; Jing-Hao Xue; Jianlong Chang; Jianzhong Zhang 003; Jufeng Yang; Qi Tian 001 (IEEE Trans. Image Process., 2022)

MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction. - Shen Fang; Véronique Prinet; Jianlong Chang; Michael Werman; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (IEEE Trans. Intell. Transp. Syst., 2022)

Decoupled Representation Learning for Character Glyph Synthesis. - Xiyan Liu; Gaofeng Meng; Jianlong Chang; Ruiguang Hu; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2022)

Fine-Grained Retrieval Prompt Tuning. - Shijie Wang 003; Jianlong Chang; Zhihui Wang 001; Haojie Li; Wanli Ouyang; Qi Tian 001 (AAAI, 2023)

Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization. - Chen Ju; Kunhao Zheng; Jinxiang Liu; Peisen Zhao; Ya Zhang 002; Jianlong Chang; Qi Tian 001; Yanfeng Wang 001 (CVPR, 2023)

Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training. - Junfan Lin; Jianlong Chang; Lingbo Liu; Guanbin Li; Liang Lin; Qi Tian 001; Chang Wen Chen (CVPR, 2023)

Open-Set Fine-Grained Retrieval via Prompting Vision-Language Evaluator. - Shijie Wang 003; Jianlong Chang; Haojie Li; Zhihui Wang 001; Wanli Ouyang; Qi Tian 001 (CVPR, 2023)

Parameter-efficient Tuning of Large-scale Multimodal Foundation Model. - Haixin Wang 003; Xinlong Yang; Jianlong Chang; Dian Jin 004; Jinan Sun; Shikun Zhang; Xiao Luo 001; Qi Tian 001 (NeurIPS, 2023)

Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval. - Shijie Wang 003; Jianlong Chang; Haojie Li; Zhihui Wang 001; Wanli Ouyang; Qi Tian 001 (NeurIPS, 2023)

Constraint and Union for Partially-Supervised Temporal Sentence Grounding. - Chen Ju; Haicheng Wang; Jinxiang Liu; Chaofan Ma; Ya Zhang 002; Peisen Zhao; Jianlong Chang; Qi Tian 001 (CoRR, 2023)

LION: Implicit Vision Prompt Tuning. - Haixin Wang 003; Jianlong Chang; Xiao Luo 001; Jinan Sun; Zhouchen Lin; Qi Tian 001 (CoRR, 2023)

Mode Approximation Makes Good Multimodal Prompts. - Haixin Wang 003; Xinlong Yang; Jianlong Chang; Dian Jin 004; Jinan Sun; Shikun Zhang; Xiao Luo 001; 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)

When Parameter-efficient Tuning Meets General-purpose Vision-language Models. - Yihang Zhai; Haixin Wang 003; Jianlong Chang; Xinlong Yang; Jinan Sun; Shikun Zhang; Qi Tian 001 (CoRR, 2023)

Semantic-Guided Information Alignment Network for Fine-Grained Image Recognition. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Jianlong Chang; Wanli Ouyang; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

LION: Implicit Vision Prompt Tuning. - Haixin Wang 003; Jianlong Chang; Yihang Zhai; Xiao Luo 001; Jinan Sun; Zhouchen Lin; Qi Tian 001 (AAAI, 2024)

A Survey of Generative Techniques for Spatial-Temporal Data Mining. - Qianru Zhang; Haixin Wang 003; Cheng Long 001; Liangcai Su; Xingwei He 003; Jianlong Chang; Tailin Wu; Hongzhi Yin; Siu-Ming Yiu; Qi Tian 001; Christian S. Jensen (CoRR, 2024)

KNLConv: Kernel-Space Non-Local Convolution for Hyperspectral Image Super-Resolution. - Ran Ran; Liang-Jian Deng; Tian-Jing Zhang; Jianlong Chang; Xiao Wu; Qi Tian 001 (IEEE Trans. Multim., 2024)

Structure Aware Multi-Graph Network for Multi-Modal Emotion Recognition in Conversations. - Duzhen Zhang; Feilong Chen; Jianlong Chang; Xiuyi Chen; Qi Tian 001 (IEEE Trans. Multim., 2024)

Accurate Fine-Grained Object Recognition with Structure-Driven Relation Graph Networks. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Jianlong Chang; Wanli Ouyang; Qi Tian 001 (Int. J. Comput. Vis., 2024)

Content-Aware Rectified Activation for Zero-Shot Fine-Grained Image Retrieval. - Shijie Wang 003; Jianlong Chang; Zhihui Wang 001; Haojie Li; Wanli Ouyang; Qi Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Pro-Tuning: Unified Prompt Tuning for Vision Tasks. - Xing Nie; Bolin Ni; Jianlong Chang; Gaofeng Meng; Chunlei Huo; Shiming Xiang; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Visual Tuning. - Bruce X. B. Yu; Jianlong Chang; Haixin Wang 003; Lingbo Liu; Shijie Wang 003; Zhiyu Wang; Junfan Lin; Lingxi Xie; Haojie Li; Zhouchen Lin; Qi Tian 001; Chang Wen Chen (ACM Comput. Surv., 2024)

ConNEF: An Encryption Framework for Deep Neural Network IP Protection. - Lanjun Wang; Mingwang Hu; Shixiong Xu; Mengbiao Zhao; Jianlong Chang (WWW (Companion Volume), 2025)

Practical incremental learning: Striving for better performance-efficiency trade-off. - Shixiong Xu; Bolin Ni; Xing Nie; Fei Zhu 004; Yin Li; Jianlong Chang; Gaofeng Meng (Neurocomputing, 2025)