Alert button
Picture for Lina Yao

Lina Yao

Alert button

Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation

Apr 17, 2023
Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao

Figure 1 for Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
Figure 2 for Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
Figure 3 for Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
Viaarxiv icon

Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning

Apr 17, 2023
Siyu Wang, Xiaocong Chen, Dietmar Jannach, Lina Yao

Figure 1 for Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
Figure 2 for Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
Figure 3 for Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
Figure 4 for Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
Viaarxiv icon

Limits of Predictability in Top-N Recommendation

Mar 23, 2023
En Xu, Zhiwen Yu, Ying Zhang, Bin Guo, Lina Yao

Figure 1 for Limits of Predictability in Top-N Recommendation
Figure 2 for Limits of Predictability in Top-N Recommendation
Figure 3 for Limits of Predictability in Top-N Recommendation
Figure 4 for Limits of Predictability in Top-N Recommendation
Viaarxiv icon

Adversarially Contrastive Estimation of Conditional Neural Processes

Mar 23, 2023
Zesheng Ye, Jing Du, Lina Yao

Figure 1 for Adversarially Contrastive Estimation of Conditional Neural Processes
Figure 2 for Adversarially Contrastive Estimation of Conditional Neural Processes
Figure 3 for Adversarially Contrastive Estimation of Conditional Neural Processes
Figure 4 for Adversarially Contrastive Estimation of Conditional Neural Processes
Viaarxiv icon

Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion

Mar 15, 2023
Yao Liu, Zesheng Ye, Binghao Li, Lina Yao

Figure 1 for Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion
Figure 2 for Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion
Figure 3 for Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion
Figure 4 for Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion
Viaarxiv icon

Guided Image-to-Image Translation by Discriminator-Generator Communication

Mar 07, 2023
Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang

Figure 1 for Guided Image-to-Image Translation by Discriminator-Generator Communication
Figure 2 for Guided Image-to-Image Translation by Discriminator-Generator Communication
Figure 3 for Guided Image-to-Image Translation by Discriminator-Generator Communication
Figure 4 for Guided Image-to-Image Translation by Discriminator-Generator Communication
Viaarxiv icon

Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning

Mar 01, 2023
Yun Li, Zhe Liu, Saurav Jha, Sally Cripps, Lina Yao

Figure 1 for Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
Figure 2 for Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
Figure 3 for Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
Figure 4 for Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
Viaarxiv icon

To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods

Feb 07, 2023
Dawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu, Lina Yao, Qinghua Lu, Liming Zhu

Figure 1 for To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
Figure 2 for To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
Figure 3 for To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
Figure 4 for To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
Viaarxiv icon

On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions

Feb 03, 2023
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu, Kun Zhang

Figure 1 for On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions
Figure 2 for On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions
Figure 3 for On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions
Figure 4 for On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions
Viaarxiv icon