Xin Zhang

Affiliations:
  • Peking University, Department of Computer Science and Technology, Beijing, China
  • Massachusetts Institute of Technology, Cambridge, MA, USA (2017-2020)
  • Georgia Institute of Technology, Atlanta, GA, USA (PhD 2017)


According to our database1, Xin Zhang authored at least 22 papers between 2012 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2021
Safe Human-Interactive Control via Shielding.
CoRR, 2021

A Language for Counterfactual Generative Models.
Proceedings of the 38th International Conference on Machine Learning, 2021

2019
Probabilistic verification of fairness properties via concentration.
Proc. ACM Program. Lang., 2019

Synthesizing Queries via Interactive Sketching.
CoRR, 2019

The Random Conditional Distribution for Higher-Order Probabilistic Inference.
CoRR, 2019

2018
Combining logical and probabilistic reasoning in program analysis.
PhD thesis, 2018

Verifying Fairness Properties via Concentration.
CoRR, 2018

Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Effective interactive resolution of static analysis alarms.
Proc. ACM Program. Lang., 2017

Combining the logical and the probabilistic in program analysis.
Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2017

Maximum Satisfiability in Software Analysis: Applications and Techniques.
Proceedings of the Computer Aided Verification - 29th International Conference, 2017

2016
Query-guided maximum satisfiability.
Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2016

Accelerating program analyses by cross-program training.
Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, 2016

On Incremental Core-Guided MaxSAT Solving.
Proceedings of the Principles and Practice of Constraint Programming, 2016

Scaling Relational Inference Using Proofs and Refutations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
FlexJava: language support for safe and modular approximate programming.
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

A user-guided approach to program analysis.
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

Volt: A Lazy Grounding Framework for Solving Very Large MaxSAT Instances.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2015, 2015

2014
Hybrid top-down and bottom-up interprocedural analysis.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

On abstraction refinement for program analyses in Datalog.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

2013
Finding optimum abstractions in parametric dataflow analysis.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

2012
Automatic parameter recommendation for practical API usage.
Proceedings of the 34th International Conference on Software Engineering, 2012


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