10 citations · 16 across the 4 of their papers we have counts for
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3 papers · 1 filter
cs.IR2023
Reciprocal Sequential Recommendation
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao +2
Reciprocal recommender system (RRS), considering a two-way matching between two parties, has been widely applied in online platforms like online dating and recruitment. Existing RR…
cs.LG2023★ 10 cited
Rethinking Population-assisted Off-policy Reinforcement Learning
Bowen Zheng, Ran Cheng
While off-policy reinforcement learning (RL) algorithms are sample efficient due to gradient-based updates and data reuse in the replay buffer, they struggle with convergence to lo…
cs.LG2023
Preserving Locality in Vision Transformers for Class Incremental Learning
Bowen Zheng, Da-Wei Zhou, Han-Jia Ye +1
Learning new classes without forgetting is crucial for real-world applications for a classification model. Vision Transformers (ViT) recently achieve remarkable performance in Clas…