Taoran Sheng

According to our database, Taoran Sheng authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Reducing Label Dependency in Human Activity Recognition with Wearables: From Supervised Learning to Novel Weakly Self-Supervised Approaches.

Taoran Sheng, Manfred Huber

CoRR, December, 2025

Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer.

Taoran Sheng, Sathappan Muthiah, Atiq Islam, Jinming Feng

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Label-Efficient Human Activity Recognition from Wearables via Self-Supervised Representation Learning.

Taoran Sheng, Manfred Huber

Proceedings of the International Conference on Machine Learning and Applications, 2025

2024

Consistency Based Weakly Self-Supervised Learning for Human Activity Recognition with Wearables.

Taoran Sheng, Manfred Huber

CoRR, 2024

Domain Knowledge Based Weakly Self-Supervised Human Activity Recognition With Wearables.

Taoran Sheng, Manfred Huber

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

2020

Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables.

Taoran Sheng, Manfred Huber

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data.

Taoran Sheng, Manfred Huber

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

Siamese Networks for Weakly Supervised Human Activity Recognition.

Taoran Sheng, Manfred Huber

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019