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Lichan Hong

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Palo Alto Research Center's User Interface Research Group

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A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation

Yin Zhang, Derek Zhiyuan Cheng, Tiansheng Yao,Xinyang Yi,Lichan Hong,Ed H. Chi

Bibtex

Deep Hash Embedding for Large-Vocab Categorical Feature Representations

Wang-Cheng Kang, Derek Zhiyuan Cheng, Tiansheng Yao,Xinyang Yi,Ting Chen,Lichan Hong,Ed H. Chi

Bibtex

DCN-M: Improved Deep & Cross Network for Feature Cross Learning in Web-scale Learning to Rank Systems

Ruoxi Wang, Rakesh Shivanna, Derek Z. Cheng, Sagar Jain, Dong Lin,Lichan Hong,Ed H. Chi

Bibtex

Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems

Zhe Chen,Yuyan Wang, Dong Lin, Derek Zhiyuan Cheng,Lichan Hong,Ed H. Chi, Claire Cui

Bibtex

Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model

Ma Jiaqi,Yi Xinyang, Tang Weijing,Zhao Zhe,Hong Lichan,Chi Ed H.,Mei Qiaozhu

Bibtex

Mixed Negative Sampling for Learning Two-tower Neural Networks in Recommendations

Ji Yang,Xinyang Yi, Derek Zhiyuan Cheng,Lichan Hong, Yang Li, Simon Xiaoming Wang, Taibai Xu,Ed H. Chi

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.441-447, (2020)

Cited by1EIBibtex

Off-policy Learning in Two-stage Recommender Systems

Jiaqi Ma,Zhe Zhao,Xinyang Yi, Ji Yang,Minmin Chen,Jiaxi Tang,Lichan Hong,Ed H. Chi

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.463-473, (2020)

EIBibtex

Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems

Kang Wang-Cheng, Cheng Derek Zhiyuan,Chen Ting,Yi Xinyang, Lin Dong,Hong Lichan,Chi Ed H.

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.562-566, (2020)

EIBibtex

SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-task Learning

Jiaqi Ma,Zhe Zhao,Jilin Chen,Ang Li,Lichan Hong,Ed Chi

national conference on artificial intelligence, (2019)

Cited by7EIBibtex

Recommending what video to watch next: a multitask ranking system

Zhe Zhao,Lichan Hong,Li Wei,Jilin Chen, Aniruddh Nath, Shawn Andrews, Aditee Kumthekar, Maheswaran Sathiamoorthy,Xinyang Yi,Ed Chi

Proceedings of the 13th ACM Conference on Recommender Systems, pp.43-51, (2019)

EIBibtex

Sampling-bias-corrected neural modeling for large corpus item recommendations

Xinyang Yi, Ji Yang,Lichan Hong, Derek Zhiyuan Cheng,Lukasz Heldt, Aditee Kumthekar,Zhe Zhao,Li Wei,Ed Chi

Proceedings of the 13th ACM Conference on Recommender Systems, pp.269-277, (2019)

EIBibtex

Efficient Training on Very Large Corpora via Gramian Estimation

Walid Krichene, Nicolas Mayoraz,Steffen Rendle,Li Zhang,Xinyang Yi,Lichan Hong,Ed H. Chi,John R. Anderson

international conference on learning representations, (2019)

Cited by2EIBibtex

Evaluation and Refinement of Clustered Search Results with the Crowd

Amy X. Zhang,Jilin Chen, Wei Chai, Jinjun Xu,Lichan Hong,Ed H. Chi

TiiS, no. 2 (2018): 14:1-14:28

Cited by1EIBibtex

Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts

Jiaqi Ma,Zhe Zhao,Xinyang Yi,Jilin Chen,Lichan Hong,Ed H. Chi

KDD, pp.1930-1939, (2018)

Cited by40EIBibtex

TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks

Heng-Tze Cheng, Zakaria Haque,Lichan Hong, Mustafa Ispir, Clemens Mewald, Illia Polosukhin,Georgios Roumpos,D. Sculley, Jamie Smith, David Soergel,Yuan Tang, Philipp Tucker

KDD, (2017): 1763-1771

Cited by13EIBibtex

AppGrouper: Knowledge-based Interactive Clustering Tool for App Search Results

Shuo Chang,Peng Dai,Lichan Hong, Cheng Sheng, Tianjiao Zhang,Ed H. Chi

IUI, pp.348-358, (2016)

Cited by20EIBibtex

Wide & Deep Learning for Recommender Systems

Heng-Tze Cheng, Levent Koc,Jeremiah Harmsen, Tal Shaked,Tushar Chandra, Hrishi Aradhye, Glen Anderson,Greg Corrado, Wei Chai, Mustafa Ispir,Rohan Anil, Zakaria Haque

Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, (2016)

Cited by1012EIBibtex

System and method for extracting and reusing metadata to analyze message content

Gregorio Convertino,Lichan Hong

(2015)

Cited by4Bibtex

A Phase-Field Model Coupled with Large Elasto-Plastic Deformation: Application to Lithiated Silicon Electrodes

Fan Fan,Lichan Hong,Jing Chen,Y Z Ji,S L Zhang,T Zhu,L Q Chen

Journal of The Electrochemical Society, (2014)

Bibtex

System And Method For Management And Deliberation Of Idea Groups

Gregorio Convertino,Lichan Hong

(2013)

Cited by6Bibtex

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