Zifan Liu

According to our database, Zifan Liu authored at least 25 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method.

Zifan Liu, Huan Zhao, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jing Qiu

IEEE Trans. Smart Grid, July, 2024

Rapidash: Efficient Detection of Constraint Violations.

Zifan Liu, Shaleen Deep, Anna Fariha, Fotis Psallidas, Ashish Tiwari, Avrilia Floratou

Proc. VLDB Endow., April, 2024

Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control.

Zifan Liu, Xinran Li, Shibo Chen, Gen Li, Jiashuo Jiang, Jun Zhang

CoRR, 2024

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning.

Xinran Li, Zifan Liu, Shibo Chen, Jun Zhang

CoRR, 2024

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning.

Xinran Li, Zifan Liu, Shibo Chen, Jun Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Rapidash: Efficient Constraint Discovery via Rapid Verification.

Zifan Liu, Shaleen Deep, Anna Fariha, Fotis Psallidas, Ashish Tiwari, Avrilia Floratou

CoRR, 2023

A GCN-GRU Based End-to-End LEO Satellite Network Dynamic Topology Prediction Method.

Yan Chen, Huan Cao, Yiqing Zhou, Zifan Liu, Daojin Chen, Jiawei Zhao, Jinglin Shi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

2022

Picket: guarding against corrupted data in tabular data during learning and inference.

Zifan Liu, Zhechun Zhou, Theodoros Rekatsinas

VLDB J., 2022

AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis.

Zifan Liu, Evan Rosen, Paul Suganthan G. C.

CoRR, 2022

Efficient Seamless Coverage of High Throughput Satellites with Irregular Coverage Shapes.

Jinlong Hu, Menghua Cao, Yiqing Zhou, Zifan Liu

Proceedings of the IEEE Global Communications Conference, 2022

2021

Localizing Acoustic Objects on a Single Phone.

Hongzi Zhu, Yuxiao Zhang, Zifan Liu, Xiao Wang, Shan Chang, Yingying Chen

IEEE/ACM Trans. Netw., 2021

On Robust Mean Estimation under Coordinate-level Corruption.

Zifan Liu, Jongho Park, Theodoros Rekatsinas, Christos Tzamos

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Picket: Self-supervised Data Diagnostics for ML Pipelines.

Zifan Liu, Zhechun Zhou, Theodoros Rekatsinas

CoRR, 2020

Robust Mean Estimation under Coordinate-level Corruption.

Zifan Liu, Jongho Park, Nils Palumbo, Theodoros Rekatsinas, Christos Tzamos

CoRR, 2020

2019

HyperSight: boosting distant 3D vision on a single dual-camera smartphone.

Zifan Liu, Hongzi Zhu, Junchi Chen, Shan Chang, Lili Qiu

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

HyperEar: Indoor Remote Object Finding with a Single Phone.

Hongzi Zhu, Yuxiao Zhang, Zifan Liu, Shan Chang, Yingying Chen

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

CFADefense: A Security Solution to Detect and Mitigate Crossfire Attacks in Software-Defined IoT-Edge Infrastructure.

Wajid Rafique, Xin He, Zifan Liu, Yuhu Sun, Wanchun Dou

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

Efficient Coflow Scheduling of Multi-Stage Jobs with Isolation Guarantee.

Zifan Liu, Haipeng Dai, Bingchuan Tian, Wajid Rafique, Wanchun Dou

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

2017

Synthesis and Experimental Validation of Battery Aging Test Profiles Based on Real-World Duty Cycles for 48-V Mild Hybrid Vehicles.

Zifan Liu, Simona Onori, Andrej Ivanco

IEEE Trans. Veh. Technol., 2017

A Cloud Service Enhanced Method Supporting Context-Aware Applications.

Zifan Liu, Qing Cai, Song Wang, Xiaolong Xu, Wanchun Dou, Shui Yu

Proceedings of the Mobile Networks and Management - 9th International Conference, 2017

2015

Complex systems and health systems, computational challenges. (Systèmes complexes et systèmes de santé, défis calculatoires).

Zifan Liu

PhD thesis, 2015

A key to choose subspace size in implicitly restarted Arnoldi method.

Seyed Abolfazl Shahzadeh Fazeli, Nahid Emad, Zifan Liu

Numer. Algorithms, 2015

PageRank Computation Using a Multiple Implicitly Restarted Arnoldi Method for Modeling Epidemic Spread.

Zifan Liu, Nahid Emad, Soufian Ben Amor, Michel Lamure

Int. J. Parallel Program., 2015

2013

A Parallel IRAM Algorithm to Compute PageRank for Modeling Epidemic Spread.

Zifan Liu, Nahid Emad, Soufian Ben Amor, Michel Lamure

Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

2008

Performance Analysis in Grid: A Large Scale Computing Based on Hybrid GMRES Method.

Ye Zhang, Guy Bergére, Zifan Liu, Serge G. Petiton

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008