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Tianchi Cai
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 10
Top Topics
Optimal Policy
Function Approximation
Mobile Payment
Marketing Campaigns
Top Venues
CoRR
DASFAA (3)
SIGIR
WSDM
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Publications
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Tianchi Cai
,
Shenliao Bao
,
Jiyan Jiang
,
Shiji Zhou
,
Wenpeng Zhang
,
Lihong Gu
,
Jinjie Gu
,
Guannan Zhang
Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems.
CoRR
(2023)
Tianchi Cai
,
Shenliao Bao
,
Jiyan Jiang
,
Shiji Zhou
,
Wenpeng Zhang
,
Lihong Gu
,
Jinjie Gu
,
Guannan Zhang
Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems.
SIGIR
(2023)
Tianchi Cai
,
Jiyan Jiang
,
Wenpeng Zhang
,
Shiji Zhou
,
Xierui Song
,
Li Yu
,
Lihong Gu
,
Xiaodong Zeng
,
Jinjie Gu
,
Guannan Zhang
Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.
CoRR
(2023)
Tianchi Cai
,
Xierui Song
,
Jiyan Jiang
,
Fei Teng
,
Jinjie Gu
,
Guannan Zhang
ULMA: Unified Language Model Alignment with Demonstration and Point-wise Human Preference.
CoRR
(2023)
Tianchi Cai
,
Jiyan Jiang
,
Wenpeng Zhang
,
Shiji Zhou
,
Xierui Song
,
Li Yu
,
Lihong Gu
,
Xiaodong Zeng
,
Jinjie Gu
,
Guannan Zhang
Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.
WSDM
(2023)
Yuzhou Cao
,
Tianchi Cai
,
Lei Feng
,
Lihong Gu
,
Jinjie Gu
,
Bo An
,
Gang Niu
,
Masashi Sugiyama
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses.
NeurIPS
(2022)
Tianchi Cai
,
Daxi Cheng
,
Chen Liang
,
Ziqi Liu
,
Lihong Gu
,
Huizhi Xie
,
Zhiqiang Zhang
,
Xiaodong Zeng
,
Jinjie Gu
LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Campaign.
CoRR
(2021)
Li Yu
,
Zhengwei Wu
,
Tianchi Cai
,
Ziqi Liu
,
Zhiqiang Zhang
,
Lihong Gu
,
Xiaodong Zeng
,
Jinjie Gu
Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing.
AAAI
(2021)
Tianchi Cai
,
Daxi Cheng
,
Chen Liang
,
Ziqi Liu
,
Lihong Gu
,
Huizhi Xie
,
Zhiqiang Zhang
,
Xiaodong Zeng
,
Jinjie Gu
LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Campaign.
DASFAA (3)
(2021)
Tianchi Cai
,
Wenpeng Zhang
,
Lihong Gu
,
Xiaodong Zeng
,
Jinjie Gu
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning.
CoRR
(2021)