| 2026 | AAAI | HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models. | Liheng Zhang, Jin Wang, Hui Li, Bingfeng Zhang, Weifeng Liu |
| 2020 | CVPR | WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning. | Liheng Zhang, Guo-Jun Qi |
| 2019 | CVPR | AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data. | Liheng Zhang, Guo-Jun Qi, Liqiang Wang, Jiebo Luo |
| 2019 | ICCV | AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations. | Guo-Jun Qi, Liheng Zhang, Chang Wen Chen, Qi Tian |
| 2019 | WACV | Gated Context Aggregation Network for Image Dehazing and Deraining. | Dongdong Chen, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, Gang Hua |
| 2019 | WACV | Cascade Attention Machine for Occluded Landmark Detection in 2D X-Ray Angiography. | Liheng Zhang, Vivek K. Singh, Guo-Jun Qi, Terrence Chen |
| 2018 | CVPR | Global Versus Localized Generative Adversarial Nets. | Guo-Jun Qi, Liheng Zhang, Hao Hu, Marzieh Edraki, Jingdong Wang, Xian-Sheng Hua |
| 2018 | MICCAI | Automated Pulmonary Nodule Detection: High Sensitivity with Few Candidates. | Bin Wang, Guojun Qi, Sheng Tang, Liheng Zhang, Lixi Deng, Yongdong Zhang |
| 2017 | KDD | Stock Price Prediction via Discovering Multi-Frequency Trading Patterns. | Liheng Zhang, Charu C. Aggarwal, Guo-Jun Qi |