papers
Publications (14)
cs.CV2026
How to Design a Compact High-Throughput Video Camera?
Chenxi Qiu, Tao Yue, Xuemei Hu
cs.AI2024
Harnessing LLMs for Cross-City OD Flow Prediction
Chenyang Yu, Xinpeng Xie, Yan Huang +1
cs.LG2025
FUSE-Traffic: Fusion of Unstructured and Structured Data for Event-aware Traffic Forecasting
Chenyang Yu, Xinpeng Xie, Yan Huang +1
cs.CR2025
PAnDA: Rethinking Metric Differential Privacy Optimization at Scale with Anchor-Based Approximation
Ruiyao Liu, Chenxi Qiu
cs.CR2026
Context-Aware Metric Differential Privacy for Vehicle Trajectory Data
Gaoyi Chen, Yan Huang, Chenxi Qiu
cs.CR2025
A Decade of Metric Differential Privacy: Advancements and Applications
Xinpeng Xie, Chenyang Yu, Yan Huang +2
cs.LG2025
FlowDistill: Scalable Traffic Flow Prediction via Distillation from LLMs
Chenyang Yu, Xinpeng Xie, Yan Huang +1
cs.CR2024
Protecting Vehicle Location Privacy with Contextually-Driven Synthetic Location Generation
Sourabh Yadav, Chenyang Yu, Xinpeng Xie +2
cs.AI2024
Enhancing Scalability of Metric Differential Privacy via Secret Dataset Partitioning and Benders Decomposition
Chenxi Qiu
cs.LG2026
Metric-Normalized Posterior Leakage (mPL): Attacker-Aligned Privacy for Joint Consumption
Gaoyi Chen, Minghao Li, Weishi Shi +4
cs.CR2024
Time-Efficient Locally Relevant Geo-Location Privacy Protection
Chenxi Qiu, Ruiyao Liu, Primal Pappachan +2
cs.CV2022
Adaptive and Cascaded Compressive Sensing
Chenxi Qiu, Tao Yue, Xuemei Hu
cs.LG2026
Interpolation-Based Optimization for Enforcing lp-Norm Metric Differential Privacy in Continuous and Fine-Grained Domains
Chenxi Qiu
cs.CR2022
User Customizable and Robust Geo-Indistinguishability for Location Privacy
Primal Pappachan, Chenxi Qiu, Anna Squicciarini +1