Wei (Will) Feng (冯伟)
Software Engineer, PyTorch @ Meta
contact: fengwei824 at gmail dot com
Experience [LinkedIn] [Github]
2023 --- now: PyTorch Distributed Training, Data Parallel, Float8, Low-Precision Dtypes, Software Engineer, Meta
2019 --- 2023: Recommender System, Reels/Short Videos, Software Engineer, Meta
2015 --- 2019: Recommender System, Data Science, Lead Researcher, Hulu
2010 --- 2015: PhD, Recommender System, Tsinghua University, Advisor: Jianyong Wang
2013 - 2014: Visiting Scholar, Computer Science, UIUC, Advisor: Jiawei Han
2006 --- 2010: Bachelor, Department of software engineering, Beihang University, China.
Technical blogs about recommender systems (in Chinese) [Zhihu]
Publications [Google Scholar]
X Xu, W Feng, Y Jiang, X Xie, Z Sun, ZH Deng, Dynamically pruned message passing networks for large-scale knowledge graph reasoning, ICLR 2020
X Xu, W Feng, Z Sun, ZH Deng, Neural Consciousness Flow, 2019
X Xu, S Zu, Y Zhang, H Zhou, W Feng, Backprop-Q: Generalized Backpropagation for Stochastic Computation Graphs, NIPS 2018 Deep Reinforcement Learning Workshop
X Xu, S Zu, C Gao, Y Zhang, W Feng, Modeling Attention Flow on Graphs, NIPS 2018 Relational Representation Learning Workshop
Wei Feng, Jiawei Han, Jianyong Wang, Charu Aggarwal, Jianbin Huang. StreamCube: Hierarchical Spatio-temporal Hashtag Clustering for Event Exploration over the Twitter Stream. ICDE 2015 (Full Paper)
Wei Feng, Jianyong Wang, Wei Zhang. We Can Learn Your #Hashtags: Connecting Tweets to Explicit Topics. ICDE 2014. [PDF] (Full Paper)
Wei Zhang, Jianyong Wang, Wei Feng. Combining Latent factor Model with Location Features for Event-based Group Recommendation. KDD 2013 (Full Paper)
Wei Zhang, Wei Feng, Jianyong Wang. Integrating Semantic Relatedness and Words’ Intrinsic Features for Keyword Extraction. IJCAI'13 (Full Paper)
Wei Feng, Jianyong Wang. Learning to Annotate Tweets with Crowd Wisdom, WWW 2013. (Poster Paper)
Wei Feng, Jianyong Wang. Retweet or not? Personalized Tweet Re-ranking, WSDM 2013. [PDF] (Full Paper).
Wei Feng, Jianyong Wang. Incorporating Heterogeneous Information for Personalized Tag Recommendation in Social Tagging Systems, KDD 2012. [PDF] (Full Paper)
Wei Feng, Jianyong Wang. HeterRank: Addressing Information Heterogeneity for Personalized Recommendation in Social Tagging Systems, WWW 2012. [PDF] (Poster Paper)