Resultats de la cerca - Cheng, Derek

Content-based Music Similarity with Triplet Networks per Cleveland, Joseph, Cheng, Derek, Zhou, Michael, Joachims, Thorsten, Turnbull, Douglas

Obtenir text complet
Obtenir text complet

A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation per Zhang, Yin, Cheng, Derek Zhiyuan, Yao, Tiansheng, Yi, Xinyang, Hong, Lichan, Chi, Ed H.

Obtenir text complet
Obtenir text complet

Farzi Data: Autoregressive Data Distillation per Sachdeva, Noveen, He, Zexue, Kang, Wang-Cheng, Ni, Jianmo, Cheng, Derek Zhiyuan, McAuley, Julian

Obtenir text complet
Obtenir text complet

Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems per Chen, Zhe, Wang, Yuyan, Lin, Dong, Cheng, Derek Zhiyuan, Hong, Lichan, Chi, Ed H., Cui, Claire

Obtenir text complet
Obtenir text complet

DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems per Wang, Ruoxi, Shivanna, Rakesh, Cheng, Derek Z., Jain, Sagar, Lin, Dong, Hong, Lichan, Chi, Ed H.

Obtenir text complet
Obtenir text complet

Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction per Kang, Wang-Cheng, Ni, Jianmo, Mehta, Nikhil, Sathiamoorthy, Maheswaran, Hong, Lichan, Chi, Ed, Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems per Kang, Wang-Cheng, Cheng, Derek Zhiyuan, Chen, Ting, Yi, Xinyang, Lin, Dong, Hong, Lichan, Chi, Ed H.

Obtenir text complet
Obtenir text complet

Learning to Embed Categorical Features without Embedding Tables for Recommendation per Kang, Wang-Cheng, Cheng, Derek Zhiyuan, Yao, Tiansheng, Yi, Xinyang, Chen, Ting, Hong, Lichan, Chi, Ed H.

Obtenir text complet
Obtenir text complet

Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems per Coleman, Benjamin, Kang, Wang-Cheng, Fahrbach, Matthew, Wang, Ruoxi, Hong, Lichan, Chi, Ed H., Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

Reinforced Attention Learning per Li, Bangzheng, Ni, Jianmo, Qu, Chen, Miao, Ian, Yang, Liu, Fu, Xingyu, Chen, Muhao, Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN) per Zhang, Yin, Wang, Ruoxi, Yao, Tiansheng, Yi, Xinyang, Hong, Lichan, Caverlee, James, Chi, Ed H., Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

TreeScope: An Agricultural Robotics Dataset for LiDAR-Based Mapping of Trees in Forests and Orchards per Cheng, Derek, Ojeda, Fernando Cladera, Prabhu, Ankit, Liu, Xu, Zhu, Alan, Green, Patrick Corey, Ehsani, Reza, Chaudhari, Pratik, Kumar, Vijay

Obtenir text complet
Obtenir text complet

ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation per Hou, Yupeng, Ni, Jianmo, He, Zhankui, Sachdeva, Noveen, Kang, Wang-Cheng, Chi, Ed H., McAuley, Julian, Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

Deep-learning Causal Retrieval Optimization for Efficient e-commerce Distribution in Pinterest per Hou, Junpeng, Zhang, XianXing, Xiao, Sai, Cheng, Derek, Reger, Darren, Gudmundsson, Olafur, Ayed, Mehdi Ben, Rao, Zhiqing, Duan, Huizhong

Obtenir text complet
Obtenir text complet

HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer per Ding, Kaize, Liang, Albert Jiongqian, Perrozi, Bryan, Chen, Ting, Wang, Ruoxi, Hong, Lichan, Chi, Ed H., Liu, Huan, Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

How to Train Data-Efficient LLMs per Sachdeva, Noveen, Coleman, Benjamin, Kang, Wang-Cheng, Ni, Jianmo, Hong, Lichan, Chi, Ed H., Caverlee, James, McAuley, Julian, Cheng, Derek Zhiyuan

Obtenir text complet
Obtenir text complet

Self-supervised Learning for Large-scale Item Recommendations per Yao, Tiansheng, Yi, Xinyang, Cheng, Derek Zhiyuan, Yu, Felix, Chen, Ting, Menon, Aditya, Hong, Lichan, Chi, Ed H., Tjoa, Steve, Kang, Jieqi, Ettinger, Evan

Obtenir text complet
Obtenir text complet

The Efficiency Gap in Byte Modeling per Lee, Celine, Yan, Jing Nathan, Liang, Chen, Shi, Jiaxin, Zhang, Yin, Liu, Jeremiah, Yin, Pengcheng, Pereira, Fernando, Chi, Ed, Cheng, Derek, Rush, Alexander M., Wang, Ruoxi

Obtenir text complet
Obtenir text complet

AgenticTagger: Structured Item Representation for Recommendation with LLM Agents per Xie, Zhouhang, Peng, Bo, He, Zhankui, Chen, Ziqi, Han, Alice, Ye, Isabella, Coleman, Benjamin, Sachdeva, Noveen, Pereira, Fernando, McAuley, Julian, Kang, Wang-Cheng, Cheng, Derek Zhiyuan, Wang, Beidou, Brown, Randolph

Obtenir text complet
Obtenir text complet

PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents per Yan, Minghao, Peng, Bo, Coleman, Benjamin, Chen, Ziqi, Xie, Zhouhang, Chen, Shuo, He, Zhankui, Sachdeva, Noveen, Wang, Weili, Chi, Ed H., Venkataraman, Shivaram, Kang, Wang-Cheng, Cheng, Derek Zhiyuan, Wang, Beidou

Obtenir text complet
Obtenir text complet