Alex Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Topics

Data Preprocessing

Model Predictive Control

Homomorphic Encryption

Top Venues

SIGDIAL Conference

Publications

Zewei Tian, Min Sun, Alex Liu, Shawon Sarkar, Jing Liu
Enhancing Instructional Quality: Leveraging Computer-Assisted Textual Analysis to Generate In-Depth Insights from Educational Artifacts. CoRR (2024)
Alex Liu, Zhifeng Xiao
Nighttime Semantic Segmentation with Instance-level Data Augmentation: a Case Study of the Dark Zurich Benchmark. ICMLSC (2023)
Tyler Han, Alex Liu, Anqi Li, Alexander Spitzer, Guanya Shi, Byron Boots
Model Predictive Control for Aggressive Driving Over Uneven Terrain. CoRR (2023)
Alex Liu, Min Sun
From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews. CoRR (2023)
Joey Wang, Yingcan Wei, Minseok Lee, Matthias Langer, Fan Yu, Jie Liu, Alex Liu, Daniel G. Abel, Gems Guo, Jianbing Dong, Jerry Shi, Kunlun Li
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference. CoRR (2022)
Zain Shamsi, Daniel Zhang, Daehyun Kyoung, Alex Liu
Measuring and Clustering Network Attackers using Medium-Interaction Honeypots. EuroS&P Workshops (2022)
Sophia Liu, Alex Liu
The Lifecycle of Developing Overall Evaluation Criterion in AB Testing for Netflix Messaging. EASE (2022)
Zain Shamsi, Daniel Zhang, Daehyun Kyoung, Alex Liu
Measuring and Clustering Network Attackers using Medium-Interaction Honeypots. CoRR (2022)
Alex Liu, Laura Waller, Yi Xue
Sparse deep computer-generated holography for optical microscopy. CoRR (2021)
Marcus Tyler, Alex Liu, Ravi Srinivasan
Behavioral Phenotyping for Predictive Model Equity and Interpretability in STEM Education. AIED (2) (2021)
Anish Thite, Mohan Dodda, Alex Liu, Pulak Agarwal, Jason Zutty
Concurrent neural tree and data preprocessing AutoML for image classification. GECCO Companion (2021)
Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas Karnowski, Meredith Lee, Alice J. O'Toole
Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. MediaEval (2021)
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang
Secret Sharing based Secure Regressions with Applications. CoRR (2020)
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong
When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control. CoRR (2020)
Justin F. Rousseau, Juan Diego Rodriguez, Jared Abrams, Alex Liu, R. Nick Bryan
Combining Forces for MRI Brain: Natural Language Processing of Radiology Reports with Structured Documentation. AMIA (2019)
Zilong Jin, Yu Qiao, Alex Liu, Lejun Zhang
EESS: An Energy-Efficient Spectrum Sensing Method by Optimizing Spectrum Sensing Node in Cognitive Radio Sensor Networks. Wirel. Commun. Mob. Comput. 2018 (2018)
Alex Liu
JavaScript and the Netflix user interface. Commun. ACM 57 (11) (2014)
Alex Liu, Rose Sloan, Mei-Vern Then, Svetlana Stoyanchev, Julia Hirschberg, Elizabeth Shriberg
Detecting Inappropriate Clarification Requests in Spoken Dialogue Systems. SIGDIAL Conference (2014)
Svetlana Stoyanchev, Alex Liu, Julia Hirschberg
Modelling Human Clarification Strategies. SIGDIAL Conference (2013)
Yanni Sun, Osama Aljawad, Jikai Lei, Alex Liu
Genome-scale NCRNA homology search using a Hamming distance-based filtration strategy. BMC Bioinform. 13 (S-3) (2012)
Osama Aljawad, Yanni Sun, Alex Liu, Jikai Lei
NcRNA homology search using Hamming distance seeds. BCB (2011)