Deep hash embedding for large-vocab categorical feature representations
Wang-Cheng Kang , Derek Zhiyuan Cheng , Tiansheng Yao , Xinyang Yi
arXiv preprint arXiv:2010.10784
8
2020
Crowdsourced evaluation and refinement of search clusters
Jilin Chen , Amy Xian Zhang , Sagar Jain , Lichan Hong
8
2019
Systems and methods for navigating page-oriented information assets
Mark J Stefik , Stuart K Card , Ed H Chi , Lichan Hong
6
2010
System And Method For Implicit Tagging Of Documents Using Search Query Data
Lichan Hong , Ed H Chi , Rowan Nairn
6
2010
Systems and mehtods for annotating pages of a 3d electronic document
Lichan Hong , Stuart K Card , Ed H Chi
5
2010
Unified Embedding: Battle-tested feature representations for web-scale ML systems
Benjamin Coleman , Wang-Cheng Kang , Matthew Fahrbach , Ruoxi Wang
Advances in Neural Information Processing Systems 36
2
2024
Online Matching: A Real-time Bandit System for Large-scale Recommendations
Xinyang Yi , Shao-Chuan Wang , Ruining He , Hariharan Chandrasekaran
403 -414
2
2023
Density Weighting for Multi-Interest Personalized Recommendation
Nikhil Mehta , Anima Singh , Xinyang Yi , Sagar Jain
arXiv preprint arXiv:2308.01563
1
2023
Aligning Large Language Models with Recommendation Knowledge
Yuwei Cao , Nikhil Mehta , Xinyang Yi , Raghunandan Keshavan
arXiv preprint arXiv:2404.00245
2024
Wisdom of Committee: Distilling from Foundation Model to SpecializedApplication Model
Zichang Liu , Qingyun Liu , Yuening Li , Liang Liu
arXiv preprint arXiv:2402.14035
2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
Yuji Roh , Qingyun Liu , Huan Gui , Zhe Yuan
arXiv preprint arXiv:2402.04644
2024
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Huan Gui , Ruoxi Wang , Ke Yin , Long Jin
arXiv preprint arXiv:2311.05884
2023
Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation
Qingyun Liu , Zhe Zhao , Liang Liu , Zhen Zhang
4709 -4716
2023
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication
Zhe Zhao , Qingyun Liu , Huan Gui , Bang An
arXiv preprint arXiv:2310.03188
2023
Efficient Data Representation Learning in Google-scale Systems
Derek Zhiyuan Cheng , Ruoxi Wang , Wang-Cheng Kang , Benjamin Coleman
267 -271
2023
Better Generalization with Semantic IDs: A case study in Ranking for Recommendations
Anima Singh , Trung Vu , Raghunandan Keshavan , Nikhil Mehta
arXiv preprint arXiv:2306.08121
2023
Sparse and differentiable mixture of experts neural networks
Zhe Zhao , Maheswaran Sathiamoorthy , Lichan Hong , Yihua Chen
2022
Napoleon s March (Minard through Tufte)
Conceptually Reorganizing Subject Indexes , Highlighting Passages , Ed H Chi , Lichan Hong
2010
Conditional Transformer Fine-Tuning by Adaptive Layer Skipping
Xingjian Zhang , Jiaxi Tang , Yang Liu , Xinyang Yi
5th Workshop on practical ML for limited/low resource settings
LATEST: A System for Active Learning About Emerging Science and Technology
Peter Pirolli , Ed Chi , Lichan Hong