How Independent are Large Language Models? A Statistical Framework for Auditing Behavioral Entanglement and Reweighting Verifier Ensembles.

Jiwan Jiang

Chenchen Kuai Jiwan Jiang Zihao Zhu Hao Wang Keshu Wu Zihao Li Yunlong Zhang Chenxi Liu Zhengzhong Tu Zhiwen Fan Yang Zhou 0019 How Independent are Large Language Models? A Statistical Framework for Auditing Behavioral Entanglement and Reweighting Verifier Ensembles. 2026 April abs/2604.07650 CoRR https://doi.org/10.48550/arXiv.2604.07650 db/journals/corr/corr2604.html#abs-2604-07650 streams/journals/corr

Keshu Wu Chenchen Kuai Zihao Li Jiwan Jiang Shiyu Shen Shian Wang Chan-Wei Hu Zhengzhong Tu Yang Zhou 0019 Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models. 2026 April abs/2604.12185 CoRR https://doi.org/10.48550/arXiv.2604.12185 db/journals/corr/corr2604.html#abs-2604-12185 streams/journals/corr

Jiwan Jiang Soyoung Ahn Stochastic and Dynamic Fundamental Diagram for Mixed Traffic. 2026 April abs/2604.24771 CoRR https://doi.org/10.48550/arXiv.2604.24771 db/journals/corr/corr2604.html#abs-2604-24771 streams/journals/corr

Jiwan Jiang Yang Zhou 0019 Ghazaleh Jafarsalehi Xin Wang 0161 Soyoung Ahn John D. Lee Stochastic Calibration of Automated Vehicle Car-Following Control: An Approximate Bayesian Computation Approach. 3115-3127 2025 March 26 IEEE Trans. Intell. Transp. Syst. 3 https://doi.org/10.1109/TITS.2025.3526318 db/journals/tits/tits26.html#JiangZJWAL25 streams/journals/tits

Sixu Li Yang Zhou 0019 Xinyue Ye Jiwan Jiang Meng Wang 0020 Sequencing-Enabled Hierarchical Cooperative CAV On-Ramp Merging Control With Enhanced Stability and Feasibility. 65-80 2025 January 10 IEEE Trans. Intell. Veh. 1 https://doi.org/10.1109/TIV.2024.3409381 db/journals/tiv/tiv10.html#LiZYJW25 streams/journals/tiv

Kexin Tian Jingrui Mao Yunlong Zhang Jiwan Jiang Yang Zhou 0019 Zhengzhong Tu NuScenes-SpatialQA: A Spatial Understanding and Reasoning Benchmark for Vision-Language Models in Autonomous Driving. ICCVW 2025 4626-4635 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00480 db/conf/iccv/iccv2025w.html#TianMZJZT25 streams/conf/iccv

Kexin Tian Jingrui Mao Yunlong Zhang Jiwan Jiang Yang Zhou 0019 Zhengzhong Tu NuScenes-SpatialQA: A Spatial Understanding and Reasoning Benchmark for Vision-Language Models in Autonomous Driving. 2025 April abs/2504.03164 CoRR https://doi.org/10.48550/arXiv.2504.03164 db/journals/corr/corr2504.html#abs-2504-03164 streams/journals/corr

Zihao Li Xinyuan Cao Xiangbo Gao Kexin Tian Keshu Wu Mohammad Anis Hao Zhang 0216 Keke Long Jiwan Jiang Xiaopeng Li 0020 Yunlong Zhang Tianbao Yang Dominique Lord Zhengzhong Tu Yang Zhou 0019 Simulating the Unseen: Crash Prediction Must Learn from What Did Not Happen. 2025 May abs/2505.21743 CoRR https://doi.org/10.48550/arXiv.2505.21743 db/journals/corr/corr2505.html#abs-2505-21743 streams/journals/corr

Zihao Li Yang Zhou 0019 Mihir Mandar Kulkarni Jiwan Jiang Yunlong Zhang Probabilistic Safety Analysis of Sensor Attacks on Adaptive Cruise Control in Mixed Traffic. 3956-3961 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919761 conf/itsc/2024 db/conf/itsc/itsc2024.html#LiZKJZ24 Sixu Li Yang Zhou 0019 Xinyue Ye Jiwan Jiang Meng Wang 0020 Sequencing-Enabled Hierarchical Cooperative On-Ramp Merging Control for Connected and Automated Vehicles. 5146-5153 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10421889 conf/itsc/2023 db/conf/itsc/itsc2023.html#LiZYJW23

Sixu Li Yang Zhou 0019 Xinyue Ye Jiwan Jiang Meng Wang 0020 Sequencing-enabled Hierarchical Cooperative CAV On-ramp Merging Control with Enhanced Stability and Feasibility. 2023 abs/2311.14924 CoRR https://doi.org/10.48550/arXiv.2311.14924 db/journals/corr/corr2311.html#abs-2311-14924

Jiwan Jiang Yang Zhou Xin Wang Soyoung Ahn A Generic Stochastic Hybrid Car-following Model Based on Approximate Bayesian Computation. 2023 abs/2312.10042 CoRR https://doi.org/10.48550/arXiv.2312.10042 db/journals/corr/corr2312.html#abs-2312-10042

Jiwan Jiang Fan Ding 0003 Yang Zhou 0019 Jiaming Wu Huachun Tan A Personalized Human Drivers' Risk Sensitive Characteristics Depicting Stochastic Optimal Control Algorithm for Adaptive Cruise Control. 145056-145066 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3015349 db/journals/access/access8.html#JiangDZWT20

Soyoung Ahn Mohammad Anis Xinyuan Cao Fan Ding 0003 Zhiwen Fan Xiangbo Gao Chan-Wei Hu Ghazaleh Jafarsalehi Chenchen Kuai Mihir KulkarniMihir Mandar Kulkarni John D. Lee Sixu Li Xiaopeng Li 0020 Zihao Li Chenxi Liu Keke Long Dominique Lord Jingrui Mao Shiyu Shen Huachun Tan Kexin Tian Zhengzhong Tu Hao Wang Meng Wang 0020 Shian Wang Xin Wang Xin Wang 0161 Jiaming Wu Keshu Wu Tianbao Yang Xinyue Ye Hao Zhang 0216 Yunlong Zhang Yang Zhou Yang Zhou 0019 Zihao Zhu