Michael Tsang

According to our database, Michael Tsang authored at least 18 papers between 2002 and 2024.

Collaborative distances:

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

2024

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation.

Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2022

DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.

Buyun Zhang, Liang Luo, Xi Liu, Jay Li, Zeliang Chen, Weilin Zhang, Xiaohan Wei, Yuchen Hao, Michael Tsang, Wenjun Wang, Yang Liu, Huayu Li, Yasmine Badr, Jongsoo Park, Jiyan Yang, Dheevatsa Mudigere, Ellie Wen

CoRR, 2022

2021

Interpretable Artificial Intelligence through the Lens of Feature Interaction.

Michael Tsang, James Enouen, Yan Liu

CoRR, 2021

Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes.

Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Interpretable Deepfake Detection via Dynamic Prototypes.

Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu

CoRR, 2020

How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions.

Michael Tsang, Sirisha Rambhatla, Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection.

Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Extracting Interpretable Concept-Based Decision Trees from CNNs.

Conner Chyung, Michael Tsang, Yan Liu

CoRR, 2019

CoSTCo: A Neural Tensor Completion Model for Sparse Tensors.

Hanpeng Liu, Yaguang Li, Michael Tsang, Yan Liu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Can I trust you more? Model-Agnostic Hierarchical Explanations.

Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu

CoRR, 2018

Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability.

Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Detecting Statistical Interactions from Neural Network Weights.

Michael Tsang, Dehua Cheng, Yan Liu

Proceedings of the 6th International Conference on Learning Representations, 2018

The Importance of Regulatory Fit & Early Success in a Human-Machine Game.

Eli Pincus, Su Lei, Gale M. Lucas, Emmanuel Johnson, Michael Tsang, Jonathan Gratch, David R. Traum

Proceedings of the Technology, Mind, and Society Conference, 2018

2017

Comparing models for gesture recognition of children's bullying behaviors.

Michael Tsang, Vadim Korolik, Stefan Scherer, Maja J. Mataric

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2013

Sinica-IASL Chinese spelling check system at Sighan-7.

Ting-Hao Yang, Yu-Lun Hsieh, Yu-Hsuan Chen, Michael Tsang, Cheng-Wei Shih, Wen-Lian Hsu

Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing, 2013

2004

Temporal Thumbnails: rapid visualization of time-based viewing data.

Michael Tsang, Nigel Morris, Ravin Balakrishnan

Proceedings of the working conference on Advanced visual interfaces, 2004

2003

Game-like navigation and responsiveness in non-game applications.

Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan

Commun. ACM, 2003

2002

Boom chameleon: simultaneous capture of 3D viewpoint, voice and gesture annotations on a spatially-aware display.

Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan, William Buxton

Proceedings of the 15th Annual ACM Symposium on User Interface Software and Technology, 2002