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Derek Zhiyuan Cheng
Derek Zhiyuan Cheng
Google DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
You are where you tweet: a content-based approach to geo-locating twitter users
Z Cheng, J Caverlee, K Lee
Proceedings of the 19th ACM international conference on Information and …, 2010
16522010
Exploring millions of footprints in location sharing services
Z Cheng, J Caverlee, K Lee, D Sui
Proceedings of the International AAAI Conference on Web and Social Media 5 …, 2011
9652011
Dcn v2: Improved deep & cross network and practical lessons for web-scale learning to rank systems
R Wang, R Shivanna, D Cheng, S Jain, D Lin, L Hong, E Chi
Proceedings of the web conference 2021, 1785-1797, 2021
4042021
Self-supervised learning for large-scale item recommendations
T Yao, X Yi, DZ Cheng, F Yu, T Chen, A Menon, L Hong, EH Chi, S Tjoa, ...
Proceedings of the 30th ACM international conference on information …, 2021
238*2021
Location prediction in social media based on tie strength
J McGee, J Caverlee, Z Cheng
Proceedings of the 22nd ACM international conference on Information …, 2013
2242013
Sampling-bias-corrected neural modeling for large corpus item recommendations
X Yi, J Yang, L Hong, DZ Cheng, L Heldt, A Kumthekar, Z Zhao, L Wei, ...
Proceedings of the 13th ACM conference on recommender systems, 269-277, 2019
2082019
Improving user topic interest profiles by behavior factorization
Z Zhao, Z Cheng, L Hong, EH Chi
Proceedings of the 24th International Conference on World Wide Web, 1406-1416, 2015
1822015
Mixed negative sampling for learning two-tower neural networks in recommendations
J Yang, X Yi, D Zhiyuan Cheng, L Hong, Y Li, S Xiaoming Wang, T Xu, ...
Companion proceedings of the web conference 2020, 441-447, 2020
1352020
Spatio-temporal dynamics of online memes: A study of geo-tagged tweets
KY Kamath, J Caverlee, K Lee, Z Cheng
Proceedings of the 22nd international conference on World Wide Web, 667-678, 2013
1342013
Beyond globally optimal: Focused learning for improved recommendations
A Beutel, EH Chi, Z Cheng, H Pham, J Anderson
Proceedings of the 26th International Conference on World Wide Web, 203-212, 2017
942017
A model of two tales: Dual transfer learning framework for improved long-tail item recommendation
Y Zhang, DZ Cheng, T Yao, X Yi, L Hong, EH Chi
Proceedings of the web conference 2021, 2220-2231, 2021
932021
A geographic study of tie strength in social media
J McGee, JA Caverlee, Z Cheng
Proceedings of the 20th ACM international conference on Information and …, 2011
732011
Do llms understand user preferences? evaluating llms on user rating prediction
WC Kang, J Ni, N Mehta, M Sathiamoorthy, L Hong, E Chi, DZ Cheng
arXiv preprint arXiv:2305.06474, 2023
712023
Who is the barbecue king of texas? A geo-spatial approach to finding local experts on twitter
Z Cheng, J Caverlee, H Barthwal, V Bachani
Proceedings of the 37th international ACM SIGIR conference on Research …, 2014
672014
Learning to embed categorical features without embedding tables for recommendation
WC Kang, DZ Cheng, T Yao, X Yi, T Chen, L Hong, EH Chi
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
65*2021
A content-driven framework for geolocating microblog users
Z Cheng, J Caverlee, K Lee
ACM Transactions on Intelligent Systems and Technology (TIST) 4 (1), 1-27, 2013
642013
Campaign extraction from social media
K Lee, J Caverlee, Z Cheng, DZ Sui
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (1), 1-28, 2014
522014
Content-driven detection of campaigns in social media
K Lee, J Caverlee, Z Cheng, DZ Sui
Proceedings of the 20th ACM international conference on Information and …, 2011
512011
Learning multi-granular quantized embeddings for large-vocab categorical features in recommender systems
WC Kang, DZ Cheng, T Chen, X Yi, D Lin, L Hong, EH Chi
Companion Proceedings of the Web Conference 2020, 562-566, 2020
472020
Detecting collective attention spam
K Lee, J Caverlee, KY Kamath, Z Cheng
Proceedings of the 2nd joint WICOW/AIRWeb workshop on web quality, 48-55, 2012
462012
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Articles 1–20