| 2025 | AAAI | Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack. | Qi Wei, Shuo He, Jiahan Zhang, Lei Feng, Bo An |
| 2025 | APWEB | Multi-level Disentangled Contrastive Collaborative Filtering. | Yuanyuan Jin, Jiku Zhao, Junqi Qian, Shuo He, Yafei Li, Mingliang Xu |
| 2025 | ICDE | Effective Task Assignment in Mobility Prediction-Aware Spatial Crowdsourcing. | Huiling Li, Yafei Li, Wei Chen, Shuo He, Mingliang Xu, Jianliang Xu |
| 2025 | ICML | A Closer Look at Backdoor Attacks on CLIP. | Shuo He, Zhifang Zhang, Feng Liu, Roy Ka-Wei Lee, Bo An, Lei Feng |
| 2025 | ICML | Representation Surgery in Model Merging with Probabilistic Modeling. | Qi Wei, Shuo He, Enneng Yang, Tingcong Liu, Haobo Wang, Lei Feng, Bo An |
| 2025 | ICML | Test-Time Multimodal Backdoor Detection by Contrastive Prompting. | Yuwei Niu, Shuo He, Qi Wei, Zongyu Wu, Feng Liu, Lei Feng |
| 2025 | IJCAI | HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models. | Qingshun Wu, Yafei Li, Lulu Li, Yuanyuan Jin, Shuo He, Mingliang Xu |
| 2025 | ICWS | Program Verification to Defend Chain-of-Thought Attacks for LLM Services. | Shuo He, Jiawei Jiang, Hongbao Liu, Tao Tang |
| 2025 | SEKE | A Privacy Preserving Cross-Domain Label Propagation Algorithm. | Shuo He, Hongbao Liu, Tao Tang, Jiawei Jiang |
| 2024 | ICLR | Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning. | Shuo He, Chaojie Wang, Guowu Yang, Lei Feng |
| 2023 | AAAI | A Generalized Unbiased Risk Estimator for Learning with Augmented Classes. | Senlin Shu, Shuo He, Haobo Wang, Hongxin Wei, Tao Xiang, Lei Feng |
| 2023 | ICCV | Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning. | Shuo He, Guowu Yang, Lei Feng |
| 2023 | KDD | Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples. | Shuo He, Lei Feng, Guowu Yang |
| 2023 | WCNC | Client Selection and Resource Allocation for Federated Learning in Digital-Twin-Enabled Industrial Internet of Things. | Shuo He, Tianxiang Ren, Xiaoheng Jiang, Mingliang Xu |
| 2022 | KDD | Partial Label Learning with Semantic Label Representations. | Shuo He, Lei Feng, Fengmao Lv, Wen Li, Guowu Yang |
| 2019 | AAAI | Collaboration Based Multi-Label Learning. | Lei Feng, Bo An, Shuo He |
| 2019 | ICDM | Discriminatively Relabel for Partial Multi-label Learning. | Shuo He, Ke Deng, Li Li, Senlin Shu, Li Liu |
| 2018 | ICDM | Estimating Latent Relative Labeling Importances for Multi-label Learning. | Shuo He, Lei Feng, Li Li |