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Hong, Lichan
101  results:
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1

Empowering Long-tail Item Recommendation through Cross Deco..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Zhang, Yin ; Wang, Ruoxi ; Cheng, Derek Zhiyuan... - p. 5608-5617 , 2023
Link: https://dl.acm.org/doi/1..
 
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2

HyperFormer: Learning Expressive Sparse Feature Representat..:

, In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval,
Ding, Kaize ; Liang, Albert Jiongqian ; Perozzi, Bryan... - p. 2062-2066 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Efficient Data Representation Learning in Google-scale Syst..:

, In: Proceedings of the 17th ACM Conference on Recommender Systems,
Cheng, Derek Zhiyuan ; Wang, Ruoxi ; Kang, Wang-Cheng... - p. 267-271 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Multitask Ranking System for Immersive Feed and No More Cli..:

, In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management,
Liu, Qingyun ; Zhao, Zhe ; Liu, Liang... - p. 4709-4716 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

Improving Training Stability for Multitask Ranking Models i..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Tang, Jiaxi ; Drori, Yoel ; Chang, Daryl... - p. 4882-4893 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

Online Matching: A Real-time Bandit System for Large-scale ..:

, In: Proceedings of the 17th ACM Conference on Recommender Systems,
Yi, Xinyang ; Wang, Shao-Chuan ; He, Ruining... - p. 403-414 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Can Small Heads Help? Understanding and Improving Multi-Tas..:

, In: Proceedings of the ACM Web Conference 2022,
Wang, Yuyan ; Zhao, Zhe ; Dai, Bo... - p. 3009-3019 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

Distributionally-robust Recommendations for Improving Worst..:

, In: Proceedings of the ACM Web Conference 2022,
Wen, Hongyi ; Yi, Xinyang ; Yao, Tiansheng... - p. 3606-3610 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

A Model of Two Tales: Dual Transfer Learning Framework for ..:

, In: Proceedings of the Web Conference 2021,
Zhang, Yin ; Cheng, Derek Zhiyuan ; Yao, Tiansheng... - p. 2220-2231 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

DCN V2: Improved Deep & Cross Network and Practical Lessons..:

, In: Proceedings of the Web Conference 2021,
Wang, Ruoxi ; Shivanna, Rakesh ; Cheng, Derek... - p. 1785-1797 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Learning to Embed Categorical Features without Embedding Ta..:

, In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining,
Kang, Wang-Cheng ; Cheng, Derek Zhiyuan ; Yao, Tiansheng... - p. 840-850 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

Beyond Point Estimate: Inferring Ensemble Prediction Variat..:

, In: Proceedings of the 14th ACM International Conference on Web Search and Data Mining,
Chen, Zhe ; Wang, Yuyan ; Lin, Dong... - p. 76-84 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

Self-supervised Learning for Large-scale Item Recommendatio..:

, In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management,
Yao, Tiansheng ; Yi, Xinyang ; Cheng, Derek Zhiyuan... - p. 4321-4330 , 2021
Link: https://dl.acm.org/doi/1..
 
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14

Off-policy Learning in Two-stage Recommender Systems:

, In: Proceedings of The Web Conference 2020,
Ma, Jiaqi ; Zhao, Zhe ; Yi, Xinyang... - p. 463-473 , 2020
Link: https://dl.acm.org/doi/1..
 
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15

Mixed Negative Sampling for Learning Two-tower Neural Netwo..:

, In: Companion Proceedings of the Web Conference 2020,
Yang, Ji ; Yi, Xinyang ; Zhiyuan Cheng, Derek... - p. 441-447 , 2020
Link: https://dl.acm.org/doi/1..
 
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