| Issue Date | Title | Author(s) |
| | 2018 | Counting via LED sensing : inferring occupancy using lighting infrastructure | Yang, Yanbing; Luo, Jun; Hao, Jie; Pan, Sinno Jialin |
 | 2019 | Distribution-based semi-supervised learning for activity recognition | Qian, Hangwei; Pan, Sinno Jialin; Miao, Chunyan |
 | 2016 | Forecasting sport-matches through data mining | Ng, Jun Xuan |
| 2017 | Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay | Yin, Haiyan; Pan, Sinno Jialin |
| 2021 | Latent independent excitation for generalizable sensor-based cross-person activity recognition | Qian, Hangwei; Pan, Sinno Jialin; Miao, Chunyan |
| 2017 | Learning to prune deep neural networks via layer-wise optimal brain surgeon | Dong, Xin; Chen, Shangyu; Pan, Sinno Jialin |
| | 2018 | Learning-based outdoor localization exploiting crowd-labeled WiFi hotspots | Wang, Jin; Luo, Jun; Pan, Sinno Jialin; Sun, Aixin |
| | 2018 | Memory networks for fine-grained opinion mining | Wang, Wenya; Pan, Sinno Jialin; Dahlmeier, Daniel |
| | 2021 | Mitigating performance saturation in neural marked point processes : architectures and loss functions | Li, Tianbo; Luo, Tianze; Ke, Yiping; Pan, Sinno Jialin |
| 2019 | Multi-class heterogeneous domain adaptation | Zhou, Joey Tianyi; Tsang, Ivor W.; Pan, Sinno Jialin; Tan, Mingkui |
| 2012 | Multi-view positive and unlabeled learning | Zhou, Joey Tianyi; Pan, Sinno Jialin; Mao, Qi; Tsang, Ivor W. |
| 2019 | A novel distribution-embedded neural network for sensor-based activity recognition | Qian, Hangwei; Pan, Sinno Jialin; Da, Bingshui; Miao, Chunyan |
| | 2022 | Semantic-discriminative mixup for generalizable sensor-based cross-domain activity recognition | Lu, Wang; Wang, Jindong; Chen, Yiqiang; Pan, Sinno Jialin; Hu, Chunyu; Qin, Xin |
| 2018 | Sensor-based activity recognition via learning from distributions | Qian, Hangwei; Pan, Sinno Jialin; Miao, Chunyan |
| | 2017 | Supervised representation learning with double encoding-layer autoencoder for transfer learning | Zhuang, Fuzhen; Cheng, Xiaohu; Luo, Ping; Pan, Sinno Jialin; He, Qing |
| 2020 | Syntactically meaningful and transferable recursive neural networks for aspect and opinion extraction | Wang, Wenya; Pan, Sinno Jialin |
| 2017 | A unified framework of active transfer learning for cross-system recommendation | Zhao, Lili; Pan, Sinno Jialin; Yang, Qiang |
| 2021 | Variational deep logic network for joint inference of entities and relations | Wang, Wenya; Pan, Sinno Jialin |
| | 2020 | Weakly-supervised cross-domain road scene segmentation via multi-level curriculum adaptation | Lv, Fengmao; Lin, Guosheng; Liu, Peng; Yang, Guowu; Pan, Sinno Jialin; Duan, Lixin |
| | 2021 | Weakly-supervised sensor-based activity segmentation and recognition via learning from distributions | Qian, Hangwei; Pan, Sinno Jialin; Miao, Chunyan |
