FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning.

Huifa Li Yichen Li 0006 Hang Su Huifa Li Haolin Yang Xinlin Zhuang Haochen Xue Haozhao Wang Imran Razzak FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning. 23256-23264 2026 AAAI https://doi.org/10.1609/aaai.v40i28.39494 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiSLYZXWR26 Tong Cheng Jie Fu Xinpeng Ling Huifa Li Zhili Chen Haifeng Qian Junqing Gong 0001 EC-LDA: Label Distribution Inference Attack Against Federated Graph Learning with Embedding Compression. ICDM 2025 159-168 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00023 db/conf/icdm/icdm2025.html#ChengFLLCQG25 streams/conf/icdm

Tong Cheng Jie Fu 0003 Xinpeng Ling Huifa Li Zhili Chen EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression. 2025 May abs/2505.15140 CoRR https://doi.org/10.48550/arXiv.2505.15140 db/journals/corr/corr2505.html#abs-2505-15140 streams/journals/corr

Xinlin Zhuang Feilong Tang Haolin Yang Ming Hu Huifa Li Haochen Xue Yichen Li 0006 Junjun He Zongyuan Ge Ying Qian Imran Razzak Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data. 2025 August abs/2508.01450 CoRR https://doi.org/10.48550/arXiv.2508.01450 db/journals/corr/corr2508.html#abs-2508-01450 streams/journals/corr

Haolin Yang Feilong Tang Linxiao Zhao Xiang An Ming Hu Huifa Li Xinlin Zhuang Boqian Wang Yifan Lu Xiaofeng Zhang Abdalla Swikir Junjun He Zongyuan Ge Imran Razzak StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding. 2025 August abs/2508.01875 CoRR https://doi.org/10.48550/arXiv.2508.01875 db/journals/corr/corr2508.html#abs-2508-01875 streams/journals/corr

Huifa Li Jie Fu 0003 Xinlin Zhuang Haolin Yang Xinpeng Ling Tong Cheng Haochen Xue Imran Razzak Zhili Chen scAGC: Learning Adaptive Cell Graphs with Contrastive Guidance for Single-Cell Clustering. 2025 August abs/2508.09180 CoRR https://doi.org/10.48550/arXiv.2508.09180 db/journals/corr/corr2508.html#abs-2508-09180 streams/journals/corr

Xiwei Liu Yulong Li 0002 Yichen Li 0006 Xinlin Zhuang Haolin Yang Huifa Li Imran Razzak Towards Robust Visual Continual Learning with Multi-Prototype Supervision. 2025 September abs/2509.16011 CoRR https://doi.org/10.48550/arXiv.2509.16011 db/journals/corr/corr2509.html#abs-2509-16011 streams/journals/corr

Huifa Li Feilong Tang Haochen Xue Yulong Li 0002 Xinlin Zhuang Bin Zhang Eran Segal Imran Razzak Phenome-Wide Multi-Omics Integration Uncovers Distinct Archetypes of Human Aging. 2025 October abs/2510.12384 CoRR https://doi.org/10.48550/arXiv.2510.12384 db/journals/corr/corr2510.html#abs-2510-12384 streams/journals/corr

Xinlin Zhuang Yichen Li 0006 Xiwei Liu Haolin Yang Yifan Lu Ziyun Zou Yulong Li 0002 Huifa Li Dongliang Chen Qinglei Wang Weiyang Liu Ying Qian Jiangming Shi Imran Razzak CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection. 2025 November abs/2511.18519 CoRR https://doi.org/10.48550/arXiv.2511.18519 db/journals/corr/corr2511.html#abs-2511-18519 streams/journals/corr

Huifa Li Jie Fu Xinpeng Ling Zhiyu Sun Kuncan Wang Zhili Chen Single-cell Curriculum Learning-based Deep Graph Embedding Clustering. 1557-1562 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10822530 conf/bibm/2024 db/conf/bibm/bibm2024.html#LiFLSWC24 Huifa Li Jie Fu 0003 Zhili Chen Xiaomin Yang Haitao Liu Xinpeng Ling DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-Cell Clustering. 380-392 2024 ICIC (LNBI 1) https://doi.org/10.1007/978-981-97-5689-6_33 conf/icic/2024-lnbi1 db/conf/icic/icic2024-lnbi1.html#LiFCYLL24 streams/conf/icic

Xinpeng Ling Jie Fu 0003 Zhili Chen Kuncan Wang Huifa Li Tong Cheng Guanying Xu Qin Li FedFDP: Federated Learning with Fairness and Differential Privacy. 2024 abs/2402.16028 CoRR https://doi.org/10.48550/arXiv.2402.16028 db/journals/corr/corr2402.html#abs-2402-16028

Huifa Li Jie Fu Xinpeng Ling Zhiyu Sun Kuncan Wang Zhili Chen Single-cell Curriculum Learning-based Deep Graph Embedding Clustering. 2024 abs/2408.10511 CoRR https://doi.org/10.48550/arXiv.2408.10511 db/journals/corr/corr2408.html#abs-2408-10511 streams/journals/corr

Benchang Dong Zhili Chen Xin Chen Shiwen Wei Jie Fu Huifa Li CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference. 2024 abs/2412.16449 CoRR https://doi.org/10.48550/arXiv.2412.16449 db/journals/corr/corr2412.html#abs-2412-16449 streams/journals/corr

Huifa Li Jie Fu 0003 Zhili Chen Xiaomin Yang Haitao Liu Xinpeng Ling DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-cell Clustering. 2023 abs/2311.03410 CoRR https://doi.org/10.48550/arXiv.2311.03410 db/journals/corr/corr2311.html#abs-2311-03410

Xiang An Dongliang Chen Xin Chen Zhili Chen Tong Cheng Benchang Dong Jie Fu Jie Fu 0003 ZongYuan GeZongyuan Ge Junqing Gong 0001 Junjun He Ming Hu Qin Li Yichen Li 0006 Yulong Li 0002 Xinpeng Ling Haitao Liu Weiyang Liu Xiwei Liu Yifan Lu Haifeng Qian Ying Qian Muhammad Imran RazzakImran Razzak Eran Segal Jiangming Shi Hang Su Zhiyu Sun Abdalla Swikir Feilong Tang Boqian Wang Haozhao Wang Kuncan Wang Qinglei Wang Shiwen Wei Guanying Xu Haochen Xue Haolin Yang Xiaomin Yang Bin Zhang Xiaofeng Zhang Linxiao Zhao Xinlin Zhuang Ziyun Zou