Pengxiang Cheng

Orcid: 0000-0001-5997-705X

Affiliations:
  • Huawei Technologies Co Ltd., Shenzhen, China


According to our database1, Pengxiang Cheng authored at least 8 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset.
ACM Trans. Inf. Syst., October, 2023

KDCRec: Knowledge Distillation for Counterfactual Recommendation via Uniform Data.
IEEE Trans. Knowl. Data Eng., August, 2023

Debiased Representation Learning in Recommendation via Information Bottleneck.
Trans. Recomm. Syst., March, 2023

DIWIFT: Discovering Instance-wise Influential Features for Tabular Data.
Proceedings of the ACM Web Conference 2023, 2023

2021
Mitigating Confounding Bias in Recommendation via Information Bottleneck.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Counterfactual learning for recommender system.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020


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