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2020 – today
- 2025
[j7]Jiandong Qiu, Sicheng Fu, Jushang Ou, Kai Tang, Xinming Qu, Shixiao Liang, Xin Wang, Bin Ran:
Estimating link flow through link speed with sparse flow data sampling. Comput. Aided Civ. Infrastructure Eng. 40(2): 181-197 (2025)- [j6]Ruru Hao, Shixiao Liang, Ziyang Zhai, Hang Zhou, Xin Wang, Xiaopeng Li, Tianhao Guan:
Privacy-preserving awareness in sensor deployment for traffic flow surveillance. Comput. Aided Civ. Infrastructure Eng. 40(12): 1721-1732 (2025) - [j5]Venkat Roy, Aaron Higuera, Shixiao Liang, Christina Peters, Waheed U. Bajwa, Christopher D. Tunnell:
Role of denoisers in simulation-based inference from graph-structured data: a case study for position inference in an astroparticle detector. EURASIP J. Adv. Signal Process. 2025(1): 1 (2025) - [j4]Dorian W. P. Amaral
, Shixiao Liang, Juehang Qin, Christopher D. Tunnell:
Fast Bayesian inference for neutrino non-standard interactions at dark matter direct detection experiments. Mach. Learn. Sci. Technol. 6(1): 15049 (2025) - [j3]Jie Fang, Nian Guo, Shixiao Liang, Yang Xiang:
Application of three-dimensional Rubik's cube scrambling and genetic information diffusion in multiple-color image encryption. J. Supercomput. 81(8): 982 (2025) - [i11]Juehang Qin, Shixiao Liang, Christopher D. Tunnell:
FlowVAT: Normalizing Flow Variational Inference with Affine-Invariant Tempering. CoRR abs/2505.10466 (2025) - [i10]Shixiao Liang, Wang Chen, Keke Long, Peng Zhang, Xiaopeng Li, Jintao Ke:
Theory Foundation of Physics-Enhanced Residual Learning. CoRR abs/2509.00348 (2025) - [i9]Wang Chen, Heye Huang, Ke Ma, Hangyu Li, Shixiao Liang, Hang Zhou, Xiaopeng Li:
Unveiling Uniform Shifted Power Law in Stochastic Human and Autonomous Driving Behavior. CoRR abs/2511.00659 (2025) - [i8]Hangyu Li, Bofeng Cao, Zhaohui Liang, Wuzhen Li, Juyoung Oh, Yuxuan Chen, Shixiao Liang, Hang Zhou, Chengyuan Ma, Jiaxi Liu, Zheng Li, Peng Zhang, Keke Long, Maolin Liu, Jackson Jiang, Chunlei Yu, Shengxiang Liu, Hongkai Yu, Xiaopeng Li:
CATS-V2V: A Real-World Vehicle-to-Vehicle Cooperative Perception Dataset with Complex Adverse Traffic Scenarios. CoRR abs/2511.11168 (2025) - [i7]Jiaxi Liu, Chengyuan Ma, Hang Zhou, Weizhe Tang, Shixiao Liang, Haoyang Ding, Xiaopeng Li, Bin Ran:
SRA-CP: Spontaneous Risk-Aware Selective Cooperative Perception. CoRR abs/2511.17461 (2025) - [i6]Shixiao Liang, Chengyuan Ma, Pei Li, Haotian Shi, Jiaxi Liu, Hang Zhou, Keke Long, Bofeng Cao, Todd Szymkowski, Xiaopeng Li:
Real-Time Lane-Level Crash Detection on Freeways Using Sparse Telematics Data. CoRR abs/2511.18148 (2025) - [i5]Zheng Li, Peng Zhang, Shixiao Liang, Hang Zhou, Chengyuan Ma, Handong Yao, Qianwen Li, Xiaopeng Li:
Benchmarking Tesla's Traffic Light and Stop Sign Control: Field Dataset and Behavior Insights. CoRR abs/2512.11802 (2025) - 2024
- [j2]Jie Fang, Kaihui Zhao, Shixiao Liang, Jiabin Wang:
Image encryption algorithm based on a novel 2D logistic-sine-coupling chaos map and bit-level dynamic scrambling. Concurr. Comput. Pract. Exp. 36(25) (2024) - [i4]Dorian W. P. Amaral, Shixiao Liang, Juehang Qin, Christopher D. Tunnell:
Fast Inference Using Automatic Differentiation and Neural Transport in Astroparticle Physics. CoRR abs/2405.14932 (2024) - [i3]Hang Zhou, Ke Ma, Shixiao Liang, Xiaopeng Li, Xiaobo Qu:
ULTra-AV: A Unified Longitudinal Trajectory Dataset for Automated Vehicle. CoRR abs/2406.00009 (2024) - [i2]Sicheng Fu, Haotian Shi, Shixiao Liang, Xin Wang, Bin Ran:
Analytical Optimized Traffic Flow Recovery for Large-scale Urban Transportation Network. CoRR abs/2409.03906 (2024) - 2022
- [j1]Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell:
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments. Frontiers Artif. Intell. 5: 832909 (2022) - 2021
- [i1]Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell:
Domain-informed neural networks for interaction localization within astroparticle experiments. CoRR abs/2112.07995 (2021)
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