Performance Analysis in Grid: A Large Scale Computing Based on Hybrid GMRES Method. - Ye Zhang; Guy Bergére; Zifan Liu; Serge G. Petiton (HPCC, 2008)

A Parallel IRAM Algorithm to Compute PageRank for Modeling Epidemic Spread. - Zifan Liu; Nahid Emad; Soufian Ben Amor; Michel Lamure (SBAC-PAD, 2013)

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)

A key to choose subspace size in implicitly restarted Arnoldi method. - Seyed Abolfazl Shahzadeh Fazeli; Nahid Emad; Zifan Liu (Numer. Algorithms, 2015)

Complex systems and health systems, computational challenges. (Systèmes complexes et systèmes de santé, défis calculatoires). - Zifan Liu (2015)

A Cloud Service Enhanced Method Supporting Context-Aware Applications. - Zifan Liu; Qing Cai; Song Wang; Xiaolong Xu 001; Wanchun Dou; Shui Yu 001 (MONAMI, 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)

Efficient Coflow Scheduling of Multi-Stage Jobs with Isolation Guarantee. - Zifan Liu; Haipeng Dai 001; Bingchuan Tian; Wajid Rafique; Wanchun Dou (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

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 (HPCC/SmartCity/DSS, 2019)

HyperEar: Indoor Remote Object Finding with a Single Phone. - Hongzi Zhu; Yuxiao Zhang; Zifan Liu; Shan Chang; Yingying Chen 001 (ICDCS, 2019)

HyperSight: boosting distant 3D vision on a single dual-camera smartphone. - Zifan Liu; Hongzi Zhu; Junchi Chen; Shan Chang; Lili Qiu (SenSys, 2019)

Robust Mean Estimation under Coordinate-level Corruption. - Zifan Liu; Jongho Park 004; Nils Palumbo; Theodoros Rekatsinas; Christos Tzamos (CoRR, 2020)

Picket: Self-supervised Data Diagnostics for ML Pipelines. - Zifan Liu; Zhechun Zhou; Theodoros Rekatsinas (CoRR, 2020)

On Robust Mean Estimation under Coordinate-level Corruption. - Zifan Liu; Jongho Park 004; Theodoros Rekatsinas; Christos Tzamos (ICML, 2021)

Localizing Acoustic Objects on a Single Phone. - Hongzi Zhu; Yuxiao Zhang; Zifan Liu; Xiao Wang; Shan Chang; Yingying Chen 001 (IEEE/ACM Trans. Netw., 2021)

Efficient Seamless Coverage of High Throughput Satellites with Irregular Coverage Shapes. - Jinlong Hu; Menghua Cao; Yiqing Zhou 001; Zifan Liu (GLOBECOM, 2022)

AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis. - Zifan Liu; Evan Rosen; Paul Suganthan G. C. (CoRR, 2022)

Picket: guarding against corrupted data in tabular data during learning and inference. - Zifan Liu; Zhechun Zhou; Theodoros Rekatsinas (VLDB J., 2022)

A GCN-GRU Based End-to-End LEO Satellite Network Dynamic Topology Prediction Method. - Yan Chen; Huan Cao; Yiqing Zhou 001; Zifan Liu; Daojin Chen; Jiawei Zhao; Jinglin Shi (WCNC, 2023)

Rapidash: Efficient Constraint Discovery via Rapid Verification. - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari 001; Avrilia Floratou (CoRR, 2023)

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning. - Xinran Li; Zifan Liu; Shibo Chen 002; Jun Zhang 004 (ICML, 2024)

TSDS: Data Selection for Task-Specific Model Finetuning. - Zifan Liu; Amin Karbasi; Theodoros Rekatsinas (NeurIPS, 2024)

Study on classification of attention deficit hyperactivity disorder based on dual-channel autoencoder. - Saisai Zhu; Daoqing Sun; Zifan Liu; Shanhui Zhao; Yang Yang; Fulong Chen 002 (J. Electronic Imaging, 2024)

Rapidash: Efficient Detection of Constraint Violations. - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari 001; Avrilia Floratou (Proc. VLDB Endow., 2024)

Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method. - Zifan Liu; Huan Zhao 004; Guolong Liu; Gaoqi Liang; Junhua Zhao 001; Jing Qiu 001 (IEEE Trans. Smart Grid, 2024)

Deep Graph Online Hashing for Multi-Label Image Retrieval. - Yuan Cao; Xiangru Chen; Zifan Liu; Wenzhe Jia; Fanlei Meng; Jie Gui (AAAI, 2025)

ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant. - John Murzaku; Zifan Liu; Vaishnavi Muppala; Md. Mehrab Tanjim; Xiang Chen; Yunyao Li 001 (AAAI, 2025)

ECLAIR: Enhanced Clarification for Interactive Responses. - John Murzaku; Zifan Liu; Md. Mehrab Tanjim; Vaishnavi Muppala; Xiang Chen; Yunyao Li 001 (AAAI, 2025)

Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control. - Zifan Liu; Xinran Li; Shibo Chen 002; Gen Li 011; Jiashuo Jiang; Jun Zhang 004 (AISTATS, 2025)

MATNet: a multimodal attention-based temporal network integrating functional MRI and structural MRI for accurate ADHD classification. - Qiao Ding; Daoqing Sun; Saisai Zhu; Zifan Liu; Yu You; Xin He; Fulong Chen 002 (J. Electronic Imaging, 2025)

Structure-Aware Automatic Channel Pruning by Searching with Graph Embedding. - Zifan Liu; Yuan Cao 005; Yanwei Yu; Heng Qi; Jie Gui (CoRR, 2025)