Michael Tsang - RankMe

23 papers A* 5A 1B 2Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation. MLSys 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
2024	J	`jnl`	Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation. CoRR Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Dingqiao Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov
2022	J	`jnl`	DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction. CoRR 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
2021	J	`jnl`	Interpretable Artificial Intelligence through the Lens of Feature Interaction. CoRR Michael Tsang, James Enouen, Yan Liu
2021	A	`conf`	Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes. WACV Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu
2020	A*	`conf`	Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. ICLR Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu
2020	J	`jnl`	Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. CoRR Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu
2020	A*	`conf`	How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions. NeurIPS Michael Tsang, Sirisha Rambhatla, Yan Liu
2020	J	`jnl`	How does this interaction affect me? Interpretable attribution for feature interactions. CoRR Michael Tsang, Sirisha Rambhatla, Yan Liu
2020	J	`jnl`	Interpretable Deepfake Detection via Dynamic Prototypes. CoRR Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu
2019	A*	`conf`	CoSTCo: A Neural Tensor Completion Model for Sparse Tensors. KDD Hanpeng Liu, Yaguang Li, Michael Tsang, Yan Liu
2019	J	`jnl`	Extracting Interpretable Concept-Based Decision Trees from CNNs. CoRR Conner Chyung, Michael Tsang, Yan Liu
2018	J	`jnl`	Can I trust you more? Model-Agnostic Hierarchical Explanations. CoRR Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu
2018	—	`conf`	Detecting Statistical Interactions from Neural Network Weights. ICLR (Poster) Michael Tsang, Dehua Cheng, Yan Liu
2018	A*	`conf`	Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability. NeurIPS Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu
2018	—	`conf`	The Importance of Regulatory Fit & Early Success in a Human-Machine Game. APAScience Eli Pincus, Su Lei, Gale M. Lucas, Emmanuel Johnson, Michael Tsang, Jonathan Gratch, David R. Traum
2017	B	`conf`	Comparing models for gesture recognition of children's bullying behaviors. ACII Michael Tsang, Vadim Korolik, Stefan Scherer, Maja J. Mataric
2017	J	`jnl`	Detecting Statistical Interactions from Neural Network Weights. CoRR Michael Tsang, Dehua Cheng, Yan Liu
2013	—	`conf`	Sinica-IASL Chinese spelling check system at Sighan-7. SIGHAN@IJCNLP Ting-Hao Yang, Yu-Lun Hsieh, Yu-Hsuan Chen, Michael Tsang, Cheng-Wei Shih, Wen-Lian Hsu
2004	B	`conf`	Temporal Thumbnails: rapid visualization of time-based viewing data. AVI Michael Tsang, Nigel Morris, Ravin Balakrishnan
2003	J	`jnl`	Boom chameleon: simultaneous capture of 3D viewpoint, voice and gesture annotations on a spatially-aware display. ACM Trans. Graph. Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan, William Buxton
2003	J	`jnl`	Game-like navigation and responsiveness in non-game applications. Commun. ACM Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan
2002	A*	`conf`	Boom chameleon: simultaneous capture of 3D viewpoint, voice and gesture annotations on a spatially-aware display. UIST Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan, William Buxton