Rapidash: Efficient Constraint Discovery via Rapid Verification,
2023,
In Submission
Zifan Liu
,
Shaleen Deep
,
Anna Fariha
,
Fotis Psallidas
,
Ashish Tiwari
,
Avrilia Floratou
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis,
2022,
NeurIPS Workshop on Challenges in Deploying and Monitoring Machine Learning Systems
Zifan Liu
,
Evan Rosen
,
Paul Suganthan
Picket: Guarding Against Corrupted Data in Tabular Data during Learning and Inference,
2021,
The VLDB Journal
Zifan Liu
,
Zhechun Zhou
,
Theodoros Rekatsinas
On Robust Mean Estimation under Coordinate-Level Corruption,
2021,
Proceedings of International Conference on Machine Learning
Zifan Liu
,
Jongho Park
,
Theodoros Rekatsinas
,
Christos Tzamos
HyperSight: Boosting Distant 3D Vision on a Single Dual-Camera Smartphone,
2019,
Proceedings of the 17th Conference on Embedded Networked Sensor Systems
Zifan Liu
,
Hongzi Zhu
,
Junchi Chen
,
Shan Chang
,
Lili Qiu
HyperEar: Indoor Remote Object Finding with a Single Phone,
2019,
International Conference on Distributed Computing Systems
Hongzi Zhu
,
Yuxiao Zhang
,
Zifan Liu
,
Shan Chang
,
Yingying Chen