| 2025 | CVPR | Task-Aware Clustering for Prompting Vision-Language Models. | Fusheng Hao, Fengxiang He, Fuxiang Wu, Tichao Wang, Chengqun Song, Jun Cheng |
| 2025 | ICLR | DICE: Data Influence Cascade in Decentralized Learning. | Tongtian Zhu, Wenhao Li, Can Wang, Fengxiang He |
| 2025 | IJCAI | Human-Imperceptible, Machine-Recognizable Images. | Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Dacheng Tao, Jun Cheng |
| 2024 | ICLR | Convergence of Bayesian Bilevel Optimization. | Shi Fu, Fengxiang He, Xinmei Tian, Dacheng Tao |
| 2024 | WWW | AI Driven Online Advertising: Market Design, Generative AI, and Ethics. | Fengxiang He, Mengnan Du, Aris Filos-Ratsikas, Lu Cheng, Qingquan Song, Min Lin, John Vines |
| 2024 | UAI | Adaptive Time-Stepping Schedules for Diffusion Models. | Yuzhu Chen, Fengxiang He, Shi Fu, Xinmei Tian, Dacheng Tao |
| 2023 | AAAI | Reject Decoding via Language-Vision Models for Text-to-Image Synthesis. | Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Lei Wang, Jun Cheng |
| 2023 | AISTATS | Learning to Generalize Provably in Learning to Optimize. | Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang |
| 2023 | ICCV | Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification. | Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, Dacheng Tao, Jun Cheng |
| 2023 | ICML | Tilted Sparse Additive Models. | Yingjie Wang, Hong Chen, Weifeng Liu, Fengxiang He, Tieliang Gong, Youcheng Fu, Dacheng Tao |
| 2023 | ICML | Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. | Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao |
| 2023 | IJCAI | Improving Heterogeneous Model Reuse by Density Estimation. | Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao |
| 2023 | UAI | E(2)-Equivariant Vision Transformer. | Renjun Xu, Kaifan Yang, Ke Liu, Fengxiang He |
| 2022 | AAAI | VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization. | Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao |
| 2022 | AAAI | Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition. | Yue He, Chen Chen, Jing Zhang, Juhua Liu, Fengxiang He, Chaoyue Wang, Bo Du |
| 2022 | AAAI | Siamese Network with Interactive Transformer for Video Object Segmentation. | Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang |
| 2022 | CVPR | Bridged Transformer for Vision and Point Cloud 3D Object Detection. | Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao |
| 2022 | CVPR | Text-to-Image Synthesis based on Object-Guided Joint-Decoding Transformer. | Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Jun Cheng |
| 2022 | ICLR | Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning. | Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao |
| 2022 | ICLR | Knowledge Removal in Sampling-based Bayesian Inference. | Shaopeng Fu, Fengxiang He, Dacheng Tao |
| 2022 | ICLR | Huber Additive Models for Non-stationary Time Series Analysis. | Yingjie Wang, Xianrui Zhong, Fengxiang He, Hong Chen, Dacheng Tao |
| 2022 | ICML | DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. | Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao |
| 2022 | ICML | Topology-aware Generalization of Decentralized SGD. | Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao |
| 2022 | IJCAI | Self-paced Supervision for Multi-source Domain Adaptation. | Zengmao Wang, Chaoyang Zhou, Bo Du, Fengxiang He |
| 2022 | MOBICOM | InFi: end-to-end learnable input filter for resource-efficient mobile-centric inference. | Mu Yuan, Lan Zhang, Fengxiang He, Xueting Tong, Xiangyang Li |
| 2021 | UAI | Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms. | Fengxiang He, Bohan Wang, Dacheng Tao |
| 2020 | ICLR | Piecewise linear activations substantially shape the loss surfaces of neural networks. | Fengxiang He, Bohan Wang, Dacheng Tao |
| 2020 | ICLR | Understanding Generalization in Recurrent Neural Networks. | Zhuozhuo Tu, Fengxiang He, Dacheng Tao |
| 2019 | CVPR | Fast Spatio-Temporal Residual Network for Video Super-Resolution. | Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao |
| 2019 | ICCV | Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning. | Fusheng Hao, Fengxiang He, Jun Cheng, Lei Wang, Jianzhong Cao, Dacheng Tao |
| 2019 | ICCV | Progressive Reconstruction of Visual Structure for Image Inpainting. | Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao |