Lichan Hong
Orcid: 0009-0004-9563-554X
According to our database1,
Lichan Hong
authored at least 90 papers
between 1994 and 2024.
Collaborative distances:
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Bibliography
2024
STAR: A Simple Training-free Approach for Recommendations using Large Language Models.
CoRR, 2024
Wisdom of Committee: Distilling from Foundation Model to Specialized Application Model.
CoRR, 2024
Co-optimize Content Generation and Consumption in a Large Scale Video Recommendation System.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Short-form Video Needs Long-term Interests: An Industrial Solution for Serving Large User Sequence Models.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems.
CoRR, 2023
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication.
CoRR, 2023
Better Generalization with Semantic IDs: A case study in Ranking for Recommendations.
CoRR, 2023
CoRR, 2023
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation.
Proceedings of the WWW '21: The Web Conference 2021, 2021
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems.
Proceedings of the WSDM '21, 2021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
DCN-M: Improved Deep & Cross Network for Feature Cross Learning in Web-scale Learning to Rank Systems.
CoRR, 2020
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
ACM Trans. Interact. Intell. Syst., 2018
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
2017
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, 2016
Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016
2015
Proceedings of the 24th International Conference on World Wide Web, 2015
2012
2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Tweets from Justin Bieber's heart: the dynamics of the location field in user profiles.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, 2010
Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Designing a cross-channel information management tool for workers in enterprise task forces.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010
2009
Impact on Performance and Process by a Social Annotation System: A Social Reading Experiment.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
With a little help from my friends: examining the impact of social annotations in sensemaking tasks.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Annotate once, appear anywhere: collective foraging for snippets of interest using paragraph fingerprinting.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Remembrance of things tagged: how tagging effort affects tag production and human memory.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
2008
Proceedings of the working conference on Advanced Visual Interfaces, 2008
2007
ScentIndex and ScentHighlights: productive reading techniques for conceptually reorganizing subject indexes and highlighting passages.
Inf. Vis., 2007
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007
2006
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006
Proceedings of the IEEE Symposium on 3D User Interfaces, 2006
2005
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005
2004
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004
Proceedings of the working conference on Advanced visual interfaces, 2004
2002
IEEE Trans. Medical Imaging, 2002
2001
IEEE Trans. Vis. Comput. Graph., 2001
1999
IEEE Trans. Vis. Comput. Graph., 1999
1998
Proceedings of the 9th IEEE Visualization Conference, 1998
Multi-Granularity Noise for Curvilinear Grid LIC.
Proceedings of the Graphics Interface 1998 Conference, 1998
1997
Proceedings of the 8th IEEE Visualization Conference, 1997
Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, 1997
Proceedings of the Dagstuhl '97, 1997
1996
Proceedings of the 7th IEEE Visualization Conference, 1996
1995
Proceedings of the 6th IEEE Visualization Conference, 1995
Proceedings of the 6th IEEE Visualization Conference, 1995
Proceedings of the 6th IEEE Visualization Conference, 1995
1994
Proceedings of the 5th IEEE Visualization Conference, 1994
Flow Surface Probes for Vector Field Visualization.
Proceedings of the Scientific Visualization, 1994