Chang Liu

According to our database1, Chang Liu authored at least 51 papers between 2008 and 2020.

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Bibliography

2020
A language for probabilistically oblivious computation.
Proc. ACM Program. Lang., 2020

GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Oblivious Network RAM and Leveraging Parallelism to Achieve Obliviousness.
J. Cryptol., 2019

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.
Proceedings of the World Wide Web Conference, 2019

The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks.
Proceedings of the 28th USENIX Security Symposium, 2019

Execution-Guided Neural Program Synthesis.
Proceedings of the 7th International Conference on Learning Representations, 2019

Attentive Tensor Product Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Curriculum Adversarial Training.
CoRR, 2018

The Secret Sharer: Measuring Unintended Neural Network Memorization & Extracting Secrets.
CoRR, 2018

Attentive Tensor Product Learning for Language Generation and Grammar Parsing.
CoRR, 2018

A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks.
Proceedings of the 2018 IEEE Symposium on Security and Privacy, 2018

Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning.
Proceedings of the 2018 IEEE Symposium on Security and Privacy, 2018

Tree-to-tree Neural Networks for Program Translation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Curriculum Adversarial Training.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Synthesizing Complex Programs From Input-Output Examples.
Proceedings of the 6th International Conference on Learning Representations, 2018

Fooling Vision and Language Models Despite Localization and Attention Mechanism.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.
CoRR, 2017

SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning.
CoRR, 2017

Can you fool AI with adversarial examples on a visual Turing test?
CoRR, 2017

Learning Neural Programs To Parse Programs.
CoRR, 2017

Delving into Transferable Adversarial Examples and Black-box Attacks.
Proceedings of the 5th International Conference on Learning Representations, 2017

Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection.
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Robust Linear Regression Against Training Data Poisoning.
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017

2016
Trace Oblivious Program Execution.
PhD thesis, 2016

Robust High-Dimensional Linear Regression.
CoRR, 2016

Characterizing Long-tail SEO Spam on Cloud Web Hosting Services.
Proceedings of the 25th International Conference on World Wide Web, 2016

Latent Attention For If-Then Program Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Reasoning with Large Scale OWL 2 EL Ontologies Based on MapReduce.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
iDASH Secure Genome Analysis Competition Using ObliVM.
IACR Cryptol. ePrint Arch., 2015

Oblivious Network RAM.
IACR Cryptol. ePrint Arch., 2015

ObliVM: A Programming Framework for Secure Computation.
Proceedings of the 2015 IEEE Symposium on Security and Privacy, 2015

Trace oblivious computation.
Proceedings of the Companion Proceedings of the 2015 ACM SIGPLAN International Conference on Systems, 2015

GhostRider: A Hardware-Software System for Memory Trace Oblivious Computation.
Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

2014
Oblivious Data Structures.
IACR Cryptol. ePrint Arch., 2014

Efficient RDF stream reasoning with graphics processingunits (GPUs).
Proceedings of the 23rd International World Wide Web Conference, 2014

Automating Efficient RAM-Model Secure Computation.
Proceedings of the 2014 IEEE Symposium on Security and Privacy, 2014

Automating Distributed Partial Aggregation.
Proceedings of the ACM Symposium on Cloud Computing, 2014

Oblivious Data Structures.
Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014

2013
SAC: semantic adaptive caching for spatial mobile applications.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Memory Trace Oblivious Program Execution.
Proceedings of the 2013 IEEE 26th Computer Security Foundations Symposium, 2013

2012
Reasoning with Large Scale Ontologies in Fuzzy pD* Using MapReduce.
IEEE Comput. Intell. Mag., 2012

Toward Scalable Reasoning over Annotated RDF Data Using MapReduce.
Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012

Spotting Code Optimizations in Data-Parallel Pipelines through PeriSCOPE.
Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012

HadoopSPARQL: A Hadoop-Based Engine for Multiple SPARQL Query Answering.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Reasoning with Fuzzy-EL+ Ontologies Using MapReduce.
Proceedings of the ECAI 2012, 2012

Large Scale Temporal RDFS Reasoning Using MapReduce.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Lightweight integration of IR and DB for scalable hybrid search with integrated ranking support.
J. Web Semant., 2011

Fuzzy Reasoning over RDF Data Using OWL Vocabulary.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Large Scale Fuzzy pD * Reasoning Using MapReduce.
Proceedings of the Semantic Web - ISWC 2011, 2011

2008
CE2: towards a large scale hybrid search engine with integrated ranking support.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008


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