IKA<sup>2</sup>: Internal Knowledge Adaptive Activation for Robust Recognition in Complex Scenarios.

Chaomeng Chen

Shuo Ye Lixin Chen Qiaoqi Li Jiayu Zhang 0002 Chaomeng Chen Shutao Xia IKA<sup>2</sup>: Internal Knowledge Adaptive Activation for Robust Recognition in Complex Scenarios. 2026 April 429-443 23 Mach. Intell. Res. 2 https://doi.org/10.1007/s11633-025-1618-5 db/journals/ijautcomp/ijautcomp23.html#YeCLZCX26 streams/journals/ijautcomp

Chaomeng Chen Shuo Ye Haochen Liang Shuai Gao Fei Luo 0003 Lu Wang 0002 Zitong Yu FELT: Federated Ensemble Learning for Long-Tailed IoT Data via Communication-Efficient Private Voting. 2026 july15 32088-32100 13 IEEE Internet Things J. 14 https://doi.org/10.1109/JIOT.2026.3690483 db/journals/iotj/iotj13.html#ChenYLGLWY26 streams/journals/iotj

Jun Wang 0061 Zitong Yu Chaomeng Chen Lingchen Gu Wenbo Wan Jiantao Zhou 0001 Weiming Zhang 0001 Quality-Guided Forgery Adapter for Generalizable AIGC Image Detection. 2026 5344-5359 21 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2026.3698571 db/journals/tifs/tifs21.html#WangYCGWZZ26 streams/journals/tifs

Lixin Chen Chaomeng Chen Jiale Zhou Zhijian Wu Xun Lin StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis. 2930-2938 2026 AAAI https://doi.org/10.1609/aaai.v40i4.37284 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChenCZWL26 Zixuan Wang Yinze Ding Zihan Wang Jinyu Guo Zhenhong Zhou Junhao Dong 0001 Chaomeng Chen X-Router: Decoupling Knowledge and Reasoning for Cost-Effective LLM Inference. 19856-19874 2026 ACL (Findings) https://doi.org/10.18653/v1/2026.findings-acl.994 https://aclanthology.org/2026.findings-acl.994/ conf/acl/2026f db/conf/acl/acl2026f.html#WangDWGZDC26

Haochen Liang Xinqi Su Jun Wang Chaomeng Chen Zitong Yu MViR: Multi-View Visual-Semantic Representation for Fake News Detection. 2026 February abs/2602.22944 CoRR https://doi.org/10.48550/arXiv.2602.22944 db/journals/corr/corr2602.html#abs-2602-22944 streams/journals/corr

Chaomeng Chen Sen Su PFDP: privacy-preserving federated distillation method for pretrained language models. 10175-10190 2025 December 16 Int. J. Mach. Learn. Cybern. 12 https://doi.org/10.1007/s13042-025-02612-1 db/journals/mlc/mlc16.html#ChenS25 streams/journals/mlc

Chaomeng Chen Zitong Yu Junhao Dong 0001 Sen Su LinLin Shen Shutao Xia Xiaochun Cao Mitigating Group-Level Fairness Disparities in Federated Visual Language Models. 2025 May abs/2505.01851 CoRR https://doi.org/10.48550/arXiv.2505.01851 db/journals/corr/corr2505.html#abs-2505-01851 streams/journals/corr

Lixin Chen Chaomeng Chen Jiale Zhou Zhijian Wu Xun Lin StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis. 2025 December abs/2512.12586 CoRR https://doi.org/10.48550/arXiv.2512.12586 db/journals/corr/corr2512.html#abs-2512-12586 streams/journals/corr

Chaomeng Chen Zhenhong Zhou Peng Tang 0002 Longzhu He Sen Su Enforcing group fairness in privacy-preserving Federated Learning. 890-900 2024 160 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2024.06.040 db/journals/fgcs/fgcs160.html#ChenZTHS24 streams/journals/fgcs

Zhenhong Zhou Jiuyang Xiang Chaomeng Chen Sen Su Quantifying and Analyzing Entity-Level Memorization in Large Language Models. 19741-19749 2024 AAAI https://doi.org/10.1609/aaai.v38i17.29948 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhouXCS24 Chaomeng Chen Sen Su A Federated Graph Learning Framework for Brain Connectome. 2024 CogSci https://escholarship.org/uc/item/2kr6j4wg conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#ChenS24

Zhenhong Zhou Jiuyang Xiang Chaomeng Chen Sen Su Quantifying and Analyzing Entity-level Memorization in Large Language Models. 2023 abs/2308.15727 CoRR https://doi.org/10.48550/arXiv.2308.15727 db/journals/corr/corr2308.html#abs-2308-15727

Xiaochun Cao Lixin Chen Yinze Ding Junhao Dong 0001 Shuai Gao Lingchen Gu Jinyu Guo Longzhu He Qiaoqi Li Haochen Liang Xun Lin Fei Luo 0003 LinLin Shen Sen Su Xinqi Su Peng Tang 0002 Wenbo Wan Jun Wang Jun Wang 0061 Lu Wang 0002 Zihan Wang Zixuan Wang Zhijian Wu Shutao Xia Jiuyang Xiang Shuo Ye Zitong Yu Jiayu Zhang 0002 Weiming Zhang 0001 Jiale Zhou Jiantao Zhou 0001 Zhenhong Zhou