Rompf, Tiark
- Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator
2018/03/27 by Fei Wang, Wang, Fei, Daniel Zheng +9 · 4 voices · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
- Polymorphic Reachability Types: Tracking Freshness, Aliasing, and Separation in Higher-Order Generic Programs
2023/07/25 by Guannan Wei, Oliver Bračevac, Wei, Guannan +7 · 7 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning and Algorithms #Programming Languages (cs.PL) #Software Reliability and Analysis Research #Teaching and Learning Programming
- Modeling Reachability Types with Logical Relations
2023/09/12 by Yuyan Bao, Bao, Yuyan, Jia, Songlin +6 · 5 citations
Computer Science · #Parallel Computing and Optimization Techniques #Logic, programming, and type systems #Software Engineering Research
- AutoGraph: Imperative-style Coding with Graph-based Performance
2018/10/16 by Moldovan, Dan, Decker, James M, Wang, Fei +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL)
- Graph Neural Reasoning for 2-Quantified Boolean Formula Solvers
2019/04/27 by Zhanfu Yang, Fei Wang, Yang, Zhanfu +7 · 2 citations
Computer Science · #Graph Theory and Algorithms #Neural Networks and Applications #Bayesian Modeling and Causal Inference
- Graph IRs for Impure Higher-Order Languages (Technical Report)
2023/09/15 by Oliver Bračevac, Guannan Wei, Bračevac, Oliver +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Error Correcting Code Techniques #FOS: Computer and information sciences #Matrix Theory and Algorithms #Programming Languages (cs.PL)
- Escape with Your Self: Sound and Expressive Bidirectional Typing with Avoidance for Reachability Types
2024/04/12 by Jia, Songlin, Wei, Guannan, He, Siyuan +2 · 3 citations
#FOS: Computer and information sciences #Programming Languages (cs.PL)