Publications (Google Scholar Profile)

Conference Paper

Learning to Transfer Examples for Partial Domain Adaptation
Zhangjie Cao*, Kaichao You*, Mingsheng Long, Jianmin Wang, Qiang Yang. Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (* means Equal Contribution)

Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
Hong Liu*, Zhangjie Cao*, Mingsheng Long, Jianmin Wang, Qiang Yang. Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (* means Equal Contribution)

Universal Domain Adaptation
Kaichao You, Mingsheng Long, Zhangjie Cao, Jianmin Wang, Michael I. Jordan. Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Transferable Curriculum for Weakly-Supervised Domain Adaptation
Yang Shu, Zhangjie Cao, Mingsheng Long, Jianmin Wang. AAAI Conference on Artificial Intelligence (AAAI), 2019.

Conditional Adversarial Domain Adaptation
Mingsheng Long, Zhangjie Cao, Jianmin Wang, Michael I. Jordan. Neural Information Processing Systems (NeurIPS), 2018.

Partial Adversarial Domain Adaptation
Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang. European Conference on Computer Vision (ECCV), 2018.

Deep Priority Hashing
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu. ACM Multimedia Conference (ACM MM), 2018.

Partial Transfer Learning with Selective Adversarial Networks
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Michael I. Jordan. Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

Multi-Adversarial Domain Adaptation
Zhongyi Pei*, Zhangjie Cao*, Mingsheng Long, Jianmin Wang. AAAI Conference on Artificial Intelligence (AAAI), 2018. (* means Equal Contribution)

Transfer Adversarial Hashing for Hamming Space Retrieval
Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang. AAAI Conference on Artificial Intelligence (AAAI), 2018.

Learning Multiple Tasks with Multilinear Relationship Networks
Mingsheng Long, Zhangjie Cao, Jianmin Wang, Philip S. Yu. Neural Information Processing Systems (NeurIPS), 2017.

HashNet: Deep Learning to Hash by Continuation
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu. International Conference on Computer Vision (ICCV), 2017.

3D Object Classification via Spherical Projections
Zhangjie Cao, Qixing Huang, Ramani Karthik. International Conference on 3D Vision (3DV), 2017.

Transitive Hashing Network for Heterogeneous Multimedia Retrieval
Zhangjie Cao, Mingsheng Long, Qiang Yang. AAAI Conference on Artificial Intelligence (AAAI), 2017.

Journal

Transferable Representation Learning with Deep Adaptation Networks
Mingsheng Long, Yue Cao, Zhangjie Cao, Jianmin Wang, Han Zhu, Michael I. Jordan. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Workshop

AlignFlow: Auto cycle-consistent domain translations via normalizing flows
Aditya Grover, Christopher Chute, Rui Shu, Zhangjie Cao, Stefano Ermon. ICLR 2019 Workshop DeepGenStruct.