| 2026 | SIGIR | Dual-Diffusional Generative Fashion Recommendation. | Mingzhe Yu, Lei Wu, Qianru Sun, Yunshan Ma |
| 2025 | CVPR | Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning. | Zichen Tian, Yaoyao Liu, Qianru Sun |
| 2025 | ICCV | Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization. | Kesen Zhao, Beier Zhu, Qianru Sun, Hanwang Zhang |
| 2025 | ICLR | Frame-Voyager: Learning to Query Frames for Video Large Language Models. | Sicheng Yu, Chengkai Jin, Huanyu Wang, Zhenghao Chen, Sheng Jin, Zhongrong Zuo, Xiaolei Xu, Zhenbang Sun, Bingni Zhang, Jiawei Wu, Hao Zhang, Qianru Sun |
| 2025 | ICML | 3D Question Answering via only 2D Vision-Language Models. | Fengyun Wang, Sicheng Yu, Jiawei Wu, Jinhui Tang, Hanwang Zhang, Qianru Sun |
| 2025 | MMM | LLMs-Based Augmentation for Domain Adaptation in Long-Tailed Food Datasets. | Qing Wang, Chong-Wah Ngo, Ee-Peng Lim, Qianru Sun |
| 2025 | NAACL | Reverse Modeling in Large Language Models. | Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu |
| 2024 | CVPR | Unleashing Network Potentials for Semantic Scene Completion. | Fengyun Wang, Qianru Sun, Dong Zhang, Jinhui Tang |
| 2024 | CVPR | Few-Shot Learner Parameterization by Diffusion Time-Steps. | Zhongqi Yue, Pan Zhou, Richang Hong, Hanwang Zhang, Qianru Sun |
| 2024 | EMNLP | LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. | Jiahao Ying, Mingbao Lin, Yixin Cao, Wei Tang, Bo Wang, Qianru Sun, Xuanjing Huang, Shuicheng Yan |
| 2024 | ICLR | Exploring Diffusion Time-steps for Unsupervised Representation Learning. | Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang |
| 2024 | ICONIP | A Dual-Branch Riemannian Learning Network for EEG Speech Imagery Decoding. | Liying Zhang, Peiliang Gong, Qianru Sun, Yueying Zhou, Qi Zhu, Daoqiang Zhang |
| 2024 | WACV | Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. | Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun |
| 2023 | AAAI | Online Hyperparameter Optimization for Class-Incremental Learning. | Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun |
| 2023 | CVPR | Extracting Class Activation Maps from Non-Discriminative Features as well. | Zhaozheng Chen, Qianru Sun |
| 2023 | CVPR | Class-Incremental Exemplar Compression for Class-Incremental Learning. | Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2023 | CVPR | Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection. | Hui Lv, Zhongqi Yue, Qianru Sun, Bin Luo, Zhen Cui, Hanwang Zhang |
| 2023 | CVPR | Semantic Scene Completion with Cleaner Self. | Fengyun Wang, Dong Zhang, Hanwang Zhang, Jinhui Tang, Qianru Sun |
| 2023 | CVPR | Freestyle Layout-to-Image Synthesis. | Han Xue, Zhiwu Huang, Qianru Sun, Li Song, Wenjun Zhang |
| 2023 | ICCV | Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition. | Xuanyu Yi, Jiajun Deng, Qianru Sun, Xian-Sheng Hua, Joo-Hwee Lim, Hanwang Zhang |
| 2023 | ICLR | Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection. | Kaifeng Gao, Long Chen, Hanwang Zhang, Jun Xiao, Qianru Sun |
| 2022 | AAAI | Deconfounded Visual Grounding. | Jianqiang Huang, Yu Qin, Jiaxin Qi, Qianru Sun, Hanwang Zhang |
| 2022 | ACL | Translate-Train Embracing Translationese Artifacts. | Sicheng Yu, Qianru Sun, Hao Zhang, Jing Jiang |
| 2022 | CVPR | Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation. | Zhaozheng Chen, Tan Wang, Xiongwei Wu, Xian-Sheng Hua, Hanwang Zhang, Qianru Sun |
| 2022 | ECCV | On Mitigating Hard Clusters for Face Clustering. | Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun |
| 2022 | ECCV | Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization. | Jiaxin Qi, Kaihua Tang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang |
| 2022 | ECCV | Equivariance and Invariance Inductive Bias for Learning from Insufficient Data. | Tan Wang, Qianru Sun, Sugiri Pranata, Jayashree Karlekar, Hanwang Zhang |
| 2022 | EMNLP | Interventional Training for Out-Of-Distribution Natural Language Understanding. | Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing |
| 2021 | ACL | COSY: COunterfactual SYntax for Cross-Lingual Understanding. | Sicheng Yu, Hao Zhang, Yulei Niu, Qianru Sun, Jing Jiang |
| 2021 | CVPR | Adaptive Aggregation Networks for Class-Incremental Learning. | Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2021 | CVPR | Counterfactual Zero-Shot and Open-Set Visual Recognition. | Zhongqi Yue, Tan Wang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang |
| 2021 | ICCV | Causal Attention for Unbiased Visual Recognition. | Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang |
| 2021 | ICCV | Transporting Causal Mechanisms for Unsupervised Domain Adaptation. | Zhongqi Yue, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang |
| 2021 | ICCV | Self-Regulation for Semantic Segmentation. | Dong Zhang, Hanwang Zhang, Jinhui Tang, Xian-Sheng Hua, Qianru Sun |
| 2020 | CVPR | Mnemonics Training: Multi-Class Incremental Learning Without Forgetting. | Yaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun |
| 2020 | CVPR | Visual Commonsense Representation Learning via Causal Inference. | Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun |
| 2020 | CVPR | Visual Commonsense R-CNN. | Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun |
| 2020 | ECCV | An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning. | Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2020 | ECCV | Feature Pyramid Transformer. | Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun |
| 2020 | IJCAI | Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. | Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun |
| 2019 | BMVC | Generating Expensive Relationship Features from Cheap Objects. | Xiaogang Wang, Qianru Sun, Tat-Seng Chua, Marcelo H. Ang Jr. |
| 2019 | CVPR | Meta-Transfer Learning for Few-Shot Learning. | Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele |
| 2019 | ICIP | Self-Refining Deep Symmetry Enhanced Network for Rain Removal. | Hong Liu, Hanrong Ye, Xia Li, Wei Shi, Mengyuan Liu, Qianru Sun |
| 2018 | CVPR | Disentangled Person Image Generation. | Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz |
| 2018 | CVPR | Natural and Effective Obfuscation by Head Inpainting. | Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz |
| 2018 | ECCV | A Hybrid Model for Identity Obfuscation by Face Replacement. | Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele |
| 2017 | CVPR | A Domain Based Approach to Social Relation Recognition. | Qianru Sun, Bernt Schiele, Mario Fritz |
| 2014 | ICASSP | Learning directional co-occurrence for human action classification. | Hong Liu, Mengyuan Liu, Qianru Sun |
| 2014 | ICIP | Action classification by exploring directional co-occurrence of weighted stips. | Mengyuan Liu, Hong Liu, Qianru Sun |
| 2013 | BMVC | Inferring Ongoing Human Activities Based on Recurrent Self-Organizing Map Trajectory. | Qianru Sun, Hong Liu |
| 2013 | ICIP | Learning spatio-temporal co-occurrence correlograms for efficient human action classification. | Qianru Sun, Hong Liu |
| 2012 | ACCV | Action Disambiguation Analysis Using Normalized Google-Like Distance Correlogram. | Qianru Sun, Hong Liu |