| 2026 | AAAI | Energy-based Autoregressive Generation for Neural Population Dynamics. | Ningling Ge, Sicheng Dai, Yu Zhu, Shan Yu |
| 2026 | AAAI | Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces. | Kaixi Tian, Shengjia Zhao, Yuhan Zhang, Shan Yu |
| 2025 | AAAI | Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder. | Yuhan Zhang, Guoqing Ma, Guangfu Hao, Liangxuan Guo, Yang Chen, Shan Yu |
| 2025 | AAAI | Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis. | Yu Zhu, Bo Lei, Chunfeng Song, Wanli Ouyang, Shan Yu, Tiejun Huang |
| 2025 | ICML | Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment. | Yu Zhu, Chunfeng Song, Wanli Ouyang, Shan Yu, Tiejun Huang |
| 2025 | IJCNN | Position Paper: Large Language Models need Episodic Memory. | Guangfu Hao, Yuhan Zhang, Guoqing Ma, Yang Chen, Frederic Alexandre, Shan Yu |
| 2025 | IJCNN | Clustering-Based Weight Orthogonalization for Stabilizing Deep Reinforcement Learning. | Guoqing Ma, Yuhan Zhang, Yuming Dai, Guangfu Hao, Yang Chen, Shan Yu |
| 2025 | IROS | Visual Anomaly Detection for Reliable Robotic Implantation of Flexible Microelectrode Array. | Yitong Chen, Xinyao Xu, Ping Zhu, Xinyong Han, Fangbo Qin, Shan Yu |
| 2025 | ISCAS | An NMOS-sided biased rectifier with enhanced dynamic range for neural stimulators. | Cheng Han, Chuer Lin, Guangxin Ding, Shan Yu, Zhiwei Zhang, Jingna Mao |
| 2025 | SMC | Cross-Mask Consistency Masked Autoencoder for Point Cloud Self-supervised Learning. | Yuan He, Shan Yu |
| 2024 | AAAI | Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding. | Zhiqiang Chen, Yang Chen, Xiaolong Zou, Shan Yu |
| 2024 | AISTATS | Nonparametric Automatic Differentiation Variational Inference with Spline Approximation. | Yuda Shao, Shan Yu, Tianshu Feng |
| 2024 | ICPR | Out-of-Distribution Forgetting: Vulnerability of Continual Learning to Intra-class Distribution Shift. | Liangxuan Guo, Yang Chen, Shan Yu |
| 2024 | ICRA | AnyOKP: One-Shot and Instance-Aware Object Keypoint Extraction with Pretrained ViT. | Fangbo Qin, Taogang Hou, Shan Lin, Kaiyuan Wang, Michael C. Yip, Shan Yu |
| 2024 | ISCAS | A Lumped Circuit Model for Implantable Body-Coupled Channel. | Cheng Han, Shan Yu, Zhiwei Zhang, Jingna Mao |
| 2024 | ISCAS | An Intracortical Wireless Bidirectional Brain-Computer Interface with High Data Density. | Linghui Kong, Zhiwei Zhang, Shan Yu, Jingna Mao |
| 2024 | OSDI | DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency. | Haoran Ma, Yifan Qiao, Shi Liu, Shan Yu, Yuanjiang Ni, Qingda Lu, Jiesheng Wu, Yiying Zhang, Miryung Kim, Harry Xu |
| 2023 | ICASSP | Adaptive Data Augmentation for Contrastive Learning. | Yuhan Zhang, He Zhu, Shan Yu |
| 2022 | CVPR | BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster. | Jason Jinquan Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang, Xin Qiu, Kai Huang, Guoqiong Song, Yang Wang, Qiyuan Gong, Jiaming Song, Shan Yu, Le Zheng, Yina Chen, Junwei Deng, Ge Song |
| 2022 | ICASSP | Balanced Ranking and Sorting For Class Incremental Object Detection. | Bo Cui, Hui Qu, Xuhui Huang, Shan Yu |
| 2021 | AAAI | DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning. | Bo Cui, Guyue Hu, Shan Yu |
| 2021 | COMPSAC | Implementing Inductive Logic into Embedded Industrial Control System with Polynomial Ring on F2. | Minzhong Luo, Shan Yu |
| 2021 | ICIS | Direct Gaze, Story Narration, and Online Medical Crowdfunding Outcomes. | Yuanyuan Liu, Shan Yu, T. Ravichandran |
| 2021 | ISCAS | Body Channel Based Wireless Power Transfer Method for Implantable Bioelectronics. | Cheng Han, Jingna Mao, Xuedi Wang, Shan Yu, Zhiwei Zhang |
| 2021 | KSEM | Traffic Route Planning in Partially Observable Environment Using Actions Group Representation. | Minzhong Luo, Shan Yu |
| 2020 | CVPR | Progressive Relation Learning for Group Activity Recognition. | Guyue Hu, Bo Cui, Yuan He, Shan Yu |
| 2011 | PSIVT | Spatial Feature Interdependence Matrix (SFIM): A Robust Descriptor for Face Recognition. | Anbang Yao, Shan Yu |
| 2010 | ICNC | Application of virus particle swarm optimization algorithm in economic operation of hydropower station. | Chang-ming Ji, Wei Xie, Shan Yu, Xin-liang Zhu |
| 1998 | ICIP | Unsupervised Segmentation of Color Images. | Guodong Guo, Shan Yu, Songde Ma |
| 1998 | ICPR | Unsupervised segmentation based on multi-resolution analysis, robust statistics and majority game theory. | Guodong Guo, Shan Yu, Songde Ma |
| 1995 | CAIP | Performance Comparison of a Deterministic and a Stochastic Method for Image Classification. | Shan Yu, Konrad Weigl |
| 1994 | ICPR | Urban area detection in satellite images using map knowledge by a feedback control technique. | Shan Yu, Marc Berthod |
| 1992 | ICPR | Deterministic pseudo-annealing: a new optimization scheme applied to texture segmentation. | Marc Berthod, Shan Yu, Jean Paul Stromboni |