publications

Present some selected important publications. See my Google Scholar for more details.

2024

  1. Visual Tuning
    Bruce X. B. Yu*, Jianlong Chang*, Haixin Wang, and 9 more authors
    ACM Comput. Surv., 2024
    DOI
  2. LION: Implicit Vision Prompt Tuning
    Haixin Wang, Jianlong Chang†, Yihang Zhai, and 4 more authors
    In Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024
    DOI
  3. Accurate Fine-Grained Object Recognition with Structure-Driven Relation Graph Networks
    Shijie Wang, Zhihui Wang, Haojie Li, and 3 more authors
    Int. J. Comput. Vis., 2024
    DOI
  4. Content-Aware Rectified Activation for Zero-Shot Fine-Grained Image Retrieval
    Shijie Wang, Jianlong Chang, Zhihui Wang, and 3 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2024
    DOI
  5. A Survey of Generative Techniques for Spatial-Temporal Data Mining
    Qianru Zhang, Haixin Wang, Cheng Long, and 8 more authors
    CoRR, 2024
    DOI

2023

  1. Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
    Haixin Wang, Xinlong Yang, Jianlong Chang†, and 5 more authors
    In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023
  2. Open-Set Fine-Grained Retrieval via Prompting Vision-Language Evaluator
    Shijie Wang, Jianlong Chang, Haojie Li, and 3 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023
    DOI
  3. Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval
    Shijie Wang, Jianlong Chang, Haojie Li, and 3 more authors
    In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023
  4. Fine-Grained Retrieval Prompt Tuning
    Shijie Wang, Jianlong Chang, Zhihui Wang, and 3 more authors
    In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
    DOI
  5. Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization
    Chen Ju, Kunhao Zheng, Jinxiang Liu, and 5 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023
    DOI
  6. Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training
    Junfan Lin, Jianlong Chang, Lingbo Liu, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023
    DOI

2022

  1. Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
    Lingxi Xie, Xin Chen, Kaifeng Bi, and 8 more authors
    ACM Comput. Surv., 2022
    DOI
  2. SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem
    Song Chen, Jing-Hao Xue, Jianlong Chang, and 3 more authors
    IEEE Trans. Image Process., 2022
    DOI
  3. AME: Attention and Memory Enhancement in Hyper-Parameter Optimization
    Nuo Xu, Jianlong Chang, Xing Nie, and 3 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022
    DOI

2021

  1. DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling
    Xinbang Zhang, Jianlong Chang†, Yiwen Guo, and 4 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2021
    DOI
  2. BiSPL: Bidirectional Self-Paced Learning for Recognition From Web Data
    Xiaoping Wu, Jianlong Chang, Yu-Kun Lai, and 2 more authors
    IEEE Trans. Image Process., 2021
    DOI
  3. Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration
    Xingyu Chen, Yufeng Liu, Chongyang Ma, and 6 more authors
    In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021
    DOI

2020

  1. Deep Self-Evolution Clustering
    Jianlong Chang, Gaofeng Meng, Lingfeng Wang, and 2 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2020
    DOI
  2. Local-Aggregation Graph Networks
    Jianlong Chang, Lingfeng Wang, Gaofeng Meng, and 3 more authors
    IEEE Trans. Pattern Anal. Mach. Intell., 2020
    DOI
  3. Spatio-Temporal Graph Structure Learning for Traffic Forecasting
    Qi Zhang, Jianlong Chang, Gaofeng Meng, and 2 more authors
    In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020
    DOI

2019

  1. DATA: Differentiable ArchiTecture Approximation
    Jianlong Chang, Xinbang Zhang, Yiwen Guo, and 3 more authors
    In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, 2019

2018

  1. Structure-Aware Convolutional Neural Networks
    Jianlong Chang, Jie Gu, Lingfeng Wang, and 3 more authors
    In Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada, 2018

2017

  1. Deep Adaptive Image Clustering
    Jianlong Chang, Lingfeng Wang, Gaofeng Meng, and 2 more authors
    In IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, 2017
    DOI