154 results on '"Lichan Hong"'
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2. Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems.
3. Aligning Large Language Models with Recommendation Knowledge.
4. Leveraging LLM Reasoning Enhances Personalized Recommender Systems.
5. Improving Data Efficiency for Recommenders and LLMs.
6. Co-optimize Content Generation and Consumption in a Large Scale Video Recommendation System.
7. Short-form Video Needs Long-term Interests: An Industrial Solution for Serving Large User Sequence Models.
8. LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views.
9. Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN).
10. Improving Training Stability for Multitask Ranking Models in Recommender Systems.
11. Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation.
12. Online Matching: A Real-time Bandit System for Large-scale Recommendations.
13. Efficient Data Representation Learning in Google-scale Systems.
14. HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer.
15. Distributionally-robust Recommendations for Improving Worst-case User Experience.
16. Can Small Heads Help? Understanding and Improving Multi-Task Generalization.
17. Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems.
18. Recommender Systems with Generative Retrieval.
19. DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning.
20. A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation.
21. DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems.
22. Learning to Embed Categorical Features without Embedding Tables for Recommendation.
23. Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model.
24. Self-supervised Learning for Large-scale Item Recommendations.
25. Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems.
26. Off-policy Learning in Two-stage Recommender Systems.
27. Mixed Negative Sampling for Learning Two-tower Neural Networks in Recommendations.
28. Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems.
29. Improving Multi-Task Generalization via Regularizing Spurious Correlation.
30. Fairness in Recommendation Ranking through Pairwise Comparisons.
31. Recommending what video to watch next: a multitask ranking system.
32. Sampling-bias-corrected neural modeling for large corpus item recommendations.
33. SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning.
34. Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts.
35. TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks.
36. Efficient Training on Very Large Corpora via Gramian Estimation.
37. Wide & Deep Learning for Recommender Systems.
38. AppGrouper: Knowledge-based Interactive Clustering Tool for App Search Results.
39. Improving User Topic Interest Profiles by Behavior Factorization.
40. Tweets from Justin Bieber's heart: the dynamics of the location field in user profiles.
41. Eddi: interactive topic-based browsing of social status streams.
42. Designing a cross-channel information management tool for workers in enterprise task forces.
43. Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network.
44. FeedWinnower: layering structures over collections of information streams.
45. Activity Awareness and Social Sensemaking 2.0: Design of a Task Force Workspace.
46. Impact on Performance and Process by a Social Annotation System: A Social Reading Experiment.
47. Remembrance of things tagged: how tagging effort affects tag production and human memory.
48. Annotate once, appear anywhere: collective foraging for snippets of interest using paragraph fingerprinting.
49. With a little help from my friends: examining the impact of social annotations in sensemaking tasks.
50. SparTag.us: a low cost tagging system for foraging of web content.
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