Future tells the goal: Future semantic learning for unsupervised video anomaly prediction.

Mengjingcheng Mo https://orcid.org/0000-0002-8199-2501

Mingpi Tan Jiaxu Leng Zhanjie Wu Mengjingcheng Mo Shuang Li Xinbo Gao 0001 Future tells the goal: Future semantic learning for unsupervised video anomaly prediction. 2026 134150 697 Neurocomputing https://doi.org/10.1016/j.neucom.2026.134150 db/journals/ijon/ijon697.html#TanLWMLG26 streams/journals/ijon

Jiaxu Leng Zhanjie Wu Mingpi Tan Mengjingcheng Mo Jiankang Zheng Qingqing Li Ji Gan Xinbo Gao 0001 PiercingEye: Dual-Space Video Violence Detection With Hyperbolic Vision-Language Guidance. 1689-1706 2026 February 48 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2025.3617460 db/journals/pami/pami48.html#LengWTMZLGG26 streams/journals/pami

Mengjingcheng Mo Jiankang Zheng Jiaxu Leng Xinbo Gao 0001 Retrieval-Guided Contextual Inference for Training-Free Video Anomaly Detection in Low-Light Scenarios. 930-939 2026 ICMR https://doi.org/10.1145/3805622.3810823 conf/mir/2026 db/conf/mir/icmr2026.html#MoZLG26

Shuang Li Jiaxu Leng Ji Gan Mengjingcheng Mo Xinbo Gao 0001 Shape-centered representation learning for visible-infrared person re-identification. 111756 2025 167 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.111756 db/journals/pr/pr167.html#LiLGMG25 streams/journals/pr

Jiaxu Leng Jia Wang 0036 Mengjingcheng Mo Ji Gan Wen Lu 0004 Xinbo Gao 0001 Difficulty-Guided Variant Degradation Learning for Blind Image Super-Resolution. 13080-13093 2025 July 36 IEEE Trans. Neural Networks Learn. Syst. 7 https://doi.org/10.1109/TNNLS.2024.3462490 db/journals/tnn/tnn36.html#LengWMGLG25 streams/journals/tnn

Mengjingcheng Mo Xinyang Tong Mingpi Tan Jiaxu Leng Jiankang Zheng Yiran Liu Haosheng Chen 0001 Ji Gan Weisheng Li 0001 Xinbo Gao 0001 A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/de02de513503962e1d21035ab50ce661-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#MoTTLZLCGLG25

Haosheng Chen 0001 Lian Luo Mengjingcheng Mo Zhanjie Wu Guobao Xiao Ji Gan Jiaxu Leng Xinbo Gao 0001 EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception. 2025 April abs/2504.16616 CoRR https://doi.org/10.48550/arXiv.2504.16616 db/journals/corr/corr2504.html#abs-2504-16616 streams/journals/corr

Jiaxu Leng Zhanjie Wu Mingpi Tan Mengjingcheng Mo Jiankang Zheng Qingqing Li Ji Gan Xinbo Gao 0001 PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance. 2025 April abs/2504.18866 CoRR https://doi.org/10.48550/arXiv.2504.18866 db/journals/corr/corr2504.html#abs-2504-18866 streams/journals/corr

Mengjingcheng Mo Xinyang Tong Jiaxu Leng Mingpi Tan Jiankang Zheng Yiran Liu Haosheng Chen 0001 Ji Gan Weisheng Li 0001 Xinbo Gao 0001 A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding. 2025 May abs/2505.21962 CoRR https://doi.org/10.48550/arXiv.2505.21962 db/journals/corr/corr2505.html#abs-2505-21962 streams/journals/corr

Jiaxu Leng Yongming Ye Mengjingcheng Mo Chenqiang Gao Ji Gan Bin Xiao 0002 Xinbo Gao 0001 Recent Advances for Aerial Object Detection: A Survey. 296:1-296:36 2024 December 56 ACM Comput. Surv. 12 https://doi.org/10.1145/3664598 db/journals/csur/csur56.html#LengYMGGXG24 streams/journals/csur

Jiaxu Leng Zhanjie Wu Mengjingcheng Mo Mingpi Tan Shuang Li Xinbo Gao 0001 Modality-Free Violence Detection via Cross-Modal Causal Attention and Feature Distillation. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10688031 conf/icmcs/2024 db/conf/icmcs/icme2024.html#LengWMTL024 Yiran Liu Zhanjie Wu Mengjingcheng Mo Ji Gan Jiaxu Leng Xinbo Gao 0001 Dual Space Embedding Learning For Weakly Supervised Audio-Visual Violence Detection. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687755 conf/icmcs/2024 db/conf/icmcs/icme2024.html#LiuWMGL024

Jiaxu Leng Haitao Wang Xinbo Gao 0001 Yan Zhang 0108 Ye Wang 0006 Mengjingcheng Mo Where to look: Multi-granularity occlusion aware for video person re-identification. 137-151 2023 June 536 Neurocomputing https://doi.org/10.1016/j.neucom.2023.03.003 db/journals/ijon/ijon536.html#LengWGZWM23

Jiaxu Leng Mengjingcheng Mo Yinghua Zhou Chenqiang Gao Weisheng Li 0001 Xinbo Gao 0001 Pareto Refocusing for Drone-View Object Detection. 1320-1334 2023 March 33 IEEE Trans. Circuits Syst. Video Technol. 3 https://doi.org/10.1109/TCSVT.2022.3210207 db/journals/tcsv/tcsv33.html#LengMZGLG23

Shuang Li Jiaxu Leng Ji Gan Mengjingcheng Mo Xinbo Gao 0001 Shape-centered Representation Learning for Visible-Infrared Person Re-identification. 2023 abs/2310.17952 CoRR https://doi.org/10.48550/arXiv.2310.17952 db/journals/corr/corr2310.html#abs-2310-17952

Jiaxu Leng Taiyue Chen Xinbo Gao 0001 Mengjingcheng Mo Yongtao Yu Yan Zhang 0108 Sampling-invariant fully metric learning for few-shot object detection. 54-66 2022 511 Neurocomputing https://doi.org/10.1016/j.neucom.2022.09.040 db/journals/ijon/ijon511.html#LengCGMYZ22

Haosheng Chen 0001 Taiyue Chen Ji Gan Chenqiang Gao Xinbo Gao 0001 Jiaxu Leng Qingqing Li Shuang Li Weisheng Li 0001 Yiran Liu Wen Lu 0004 Lian Luo Mingpi Tan Xinyang Tong Haitao Wang Jia Wang 0036 Ye Wang 0006 Zhanjie Wu Bin Xiao 0002 Guobao Xiao Yongming Ye Yongtao Yu Yan Zhang 0108 Jiankang Zheng Yinghua Zhou