Intelligence Degradation in Long-Context LLMs: Critical Threshold Determination via Natural Length Distribution Analysis.

Weijie Zou

Weiwei Wang Jiyong Min Weijie Zou Intelligence Degradation in Long-Context LLMs: Critical Threshold Determination via Natural Length Distribution Analysis. 2026 January abs/2601.15300 CoRR https://doi.org/10.48550/arXiv.2601.15300 db/journals/corr/corr2601.html#abs-2601-15300 streams/journals/corr

Yahan Zhou Chen Chen Jincao Yao Jiabin Yu Bojian Feng Lin Sui Yuqi Yan Xiayi Chen Yuanzhen Liu Xiao Zhang Hui Wang Qianmeng Pan Weijie Zou Qi Zhang Lu Lin Chenke Xu Shengxing Yuan Qingquan He Xiaofan Ding Ping Liang Vicky Yang Wang Dong Xu 0006 A deep learning based ultrasound diagnostic tool driven by 3D visualization of thyroid nodules. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01455-y db/journals/npjdm/npjdm8.html#ZhouCYYFSYCLZWPZZLXYHDL25 streams/journals/npjdm

Weijie Zou Detlef Müller AecroFormer: First Noise-Robust Aerosol Microphysical Retrieval With Transformer Framework for Multiwavelength Raman Lidar Data. 1-16 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3594223 db/journals/tgrs/tgrs63.html#ZouM25 streams/journals/tgrs

Weijie Zou Zhenping Yin Jiajia Zhang Yaru Dai Yubao Chen Zhichao Bu Yun He Detlef Müller Tong Lu Yubin Wei Xuan Wang 0017 Ka-Band Cloud Radar Meteorological Echo Dataset With Complex Weather Coverage: Baseline Models for Deep Learning Applications. 1-16 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3577556 db/journals/tgrs/tgrs63.html#ZouYZDCBHMLWW25 streams/journals/tgrs

Yan Guo Bai Zhao Weijie Zou Changfeng Ding Ming Cheng 0003 Min Lin 0001 Joint Beam Selection and User Scheduling for Satellite Uplink NOMA Transmission. GLOBECOM 2025 1250-1255 conf/globecom/2025 https://doi.org/10.1109/GLOBECOM59602.2025.11432030 db/conf/globecom/globecom2025.html#GuoZZDCL25 streams/conf/globecom

Weiwei Wang Weijie Zou Jiyong Min Solving LLM Repetition Problem in Production: A Comprehensive Study of Multiple Solutions. 2025 December abs/2512.04419 CoRR https://doi.org/10.48550/arXiv.2512.04419 db/journals/corr/corr2512.html#abs-2512-04419 streams/journals/corr

Weijie Zou Zhenping Yin Yaru Dai Yubao Chen Zhichao Bu Siwei Li Yun He Xiuqing Hu Detlef Müller Tong Lu Xiangyu Dong 0005 Xuan Wang 0017 Robust Lidar-Radar Composite Cloud Boundary Detection Method With Rainfall Pixels Removal. 1-16 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3476127 db/journals/tgrs/tgrs62.html#ZouYDCBLHHMLDW24 streams/journals/tgrs

Zhenqing Wang Yi Zhou 0001 Futao Wang Shixin Wang 0001 Gang Qin Weijie Zou Jinfeng Zhu A Multi-Scale Edge Constraint Network for the Fine Extraction of Buildings from Remote Sensing Images. 927 2023 February 15 Remote. Sens. 4 https://doi.org/10.3390/rs15040927 db/journals/remotesensing/remotesensing15.html#WangZWWQZZ23

Zhenqing Wang Yi Zhou 0001 Futao Wang Shixin Wang 0001 Gang Qin Weijie Zou Zhuochen Wang Saimiao Liu Jinfeng Zhu Fine-Grained Building Extraction With Multispectral Remote Sensing Imagery Using the Deep Model. 1-13 2023 61 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2023.3327370 db/journals/tgrs/tgrs61.html#WangZWWQZWLZ23

Yibing Xiong Yi Zhou 0001 Futao Wang Shixin Wang 0001 Zhenqing Wang Jianwan Ji Jingming Wang Weijie Zou Di You Gang Qin A Novel Intelligent Method Based on the Gaussian Heatmap Sampling Technique and Convolutional Neural Network for Landslide Susceptibility Mapping. 2866 2022 14 Remote. Sens. 12 https://doi.org/10.3390/rs14122866 https://www.wikidata.org/entity/Q114026863 db/journals/remotesensing/remotesensing14.html#XiongZWWWJWZYQ22

Gang Qin Shixin Wang 0001 Futao Wang Yi Zhou 0001 Zhenqing Wang Weijie Zou U_EFF_NET: High-Precision Segmentation of Offshore Farms From High-Resolution SAR Remote Sensing Images. 8519-8528 2022 15 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2022.3208185 db/journals/staeors/staeors15.html#QinWWZWZ22

Weijie Zou Zijun Guo Xiaohong Xu Yubin Guo Tonglin Zhu Xinjian Tang A Research of Forest Fire Detection Based on the Compressed Video. 405-414 2015 ICIG (1) https://doi.org/10.1007/978-3-319-21978-3_35 conf/icig/2015 db/conf/icig/icig2015.html#ZouGXGZT15 Zhichao Bu Chen Chen Xiayi Chen Yubao Chen Ming Cheng 0003 Yaru Dai Changfeng Ding Xiaofan Ding Xiangyu Dong 0005 Bojian Feng Yan Guo Yubin Guo Zijun Guo Qingquan He Yun He Xiuqing Hu Jianwan Ji Siwei Li Ping Liang Lu Lin Min Lin 0001 Saimiao Liu Yuanzhen Liu Tong Lu Jiyong Min Detlef Müller Qianmeng Pan Gang Qin Lin Sui Xinjian Tang Futao Wang Hui Wang Jingming Wang Shixin Wang 0001 Vicky Yang Wang Weiwei Wang Xuan Wang 0017 Zhenqing Wang Zhuochen Wang Yubin Wei Yibing Xiong Chenke Xu Dong Xu 0006 Xiaohong Xu Yuqi Yan Jincao Yao Zhenping Yin Di You Jiabin Yu Shengxing Yuan Jiajia Zhang Qi Zhang Xiao Zhang Bai Zhao Yahan Zhou Yi Zhou 0001 Jinfeng Zhu Tonglin Zhu