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Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting Journal article
Tian, Chunlin, Li, Li, Tam, Kahou, Wu, Yebo, Xu, Cheng Zhong. Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(12), 2513-2526.
Authors:  Tian, Chunlin;  Li, Li;  Tam, Kahou;  Wu, Yebo;  Xu, Cheng Zhong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2024/12/05
Cross-device Federated Learning (Fl)  Memory-wall  Heterogeneity-aware  
Susceptibility of Mitophagy-Deficient Tumors to Ferroptosis Induction by Relieving the Suppression of Lipid Peroxidation Journal article
Liu, Shan, Chen, Jing Hong, Li, Li Chao, Ye, Zhi Peng, Liu, Jian Nan, Chen, Yu Hong, Hu, Bing Xin, Tang, Jia Hong, Feng, Gong Kan, Li, Zhi Ming, Deng, Chu Xia, Deng, Rong, Zhu, Xiao Feng, Zhang, Hai Liang. Susceptibility of Mitophagy-Deficient Tumors to Ferroptosis Induction by Relieving the Suppression of Lipid Peroxidation[J]. Advanced Science, 2024.
Authors:  Liu, Shan;  Chen, Jing Hong;  Li, Li Chao;  Ye, Zhi Peng;  Liu, Jian Nan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.3/16.3 | Submit date：2024/12/26
Ferroptosis  Mitophagy-deficient Tumors  Lipid Peroxidation  Parkin  
FedHybrid: Breaking the Memory Wall of Federated Learning via Hybrid Tensor Management Conference paper
Tam, Kahou, Tian, Chunlin, Li, Li, Zhao, Haikai, Xu, Cheng Zhong. FedHybrid: Breaking the Memory Wall of Federated Learning via Hybrid Tensor Management[C], New York, NY, USA:Association for Computing Machinery, 2024, 394-408.
Authors:  Tam, Kahou;  Tian, Chunlin;  Li, Li;  Zhao, Haikai;  Xu, Cheng Zhong
Favorite | TC[Scopus]:0 | Submit date：2024/12/26
Federated Learning  Memory Optimization  Mobile Computing  
Biomimetic Chlorosomes: Oxygen-Independent Photocatalytic Nanoreactors for Efficient Combination Photoimmunotherapy Journal article
Chen, Fangman, Huang, Hanyao, Zhang, Fan, Wang, Ran, Wang, Lei, Chang, Zhimin, Cao, Lei, Zhang, Wensheng, Li, Li, Chen, Meiwan, Shao, Dan, Yang, Chao, Dong, Wen fei, Sun, Wen. Biomimetic Chlorosomes: Oxygen-Independent Photocatalytic Nanoreactors for Efficient Combination Photoimmunotherapy[J]. Advanced Materials, 2024, 2413385.
Authors:  Chen, Fangman;  Huang, Hanyao;  Zhang, Fan;  Wang, Ran;  Wang, Lei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:27.4/30.2 | Submit date：2024/12/05
Biomimetic  Chlorosome  Photocatalysis  Ruthenium  
When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models Conference paper
Liao, Haicheng, Li, Yongkang, Wang, Chengyue, Guan, Yanchen, Tam, Kahou, Tian, Chunlin, Li, Li, Xu, Chengzhong, Li, Zhenning. When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models[C]:Association for Computing Machinery, Inc, 2024, 8-17.
Authors:  Liao, Haicheng;  Li, Yongkang;  Wang, Chengyue;  Guan, Yanchen;  Tam, Kahou; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Autonomous Driving  Dynamic Object Attention  Human-ai Interaction  Large Language Models  Traffic Accident Anticipation  
SSRI antidepressant citalopram reverses the Warburg effect to inhibit hepatocellular carcinoma by directly targeting GLUT1 Journal article
Dong, Fangyuan, He, Kang, Zhang, Shan, Song, Kaiyuan, Jiang, Luju, Hu, Li Peng, Li, Qing, Zhang, Xue Li, Zhang, Naiqi, Li, Bo Tai, Zhu, Li Li, Li, Jun, Feng, Mingxuan, Gao, Yunchen, Chen, Jie, Hu, Xiaona, Wang, Jiaofeng, Jiang, Chongyi, Wang, Cun, Zhu, Helen He, Da, Lin Tai, Ji, Jianguang, Zhang, Zhi Gang, Bao, Zhijun, Jiang, Shu Heng. SSRI antidepressant citalopram reverses the Warburg effect to inhibit hepatocellular carcinoma by directly targeting GLUT1[J]. Cell Reports, 2024, 43(10), 114818.
Authors:  Dong, Fangyuan;  He, Kang;  Zhang, Shan;  Song, Kaiyuan;  Jiang, Luju; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/8.5 | Submit date：2024/11/05
Aerobic Glycolysis  Drug Discovery  Drug Repurposing  Sert  Slc6a4  
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions Conference paper
Haicheng Liao, Haoyu Sun, Huanming Shen, Chengyue Wang, Kahou Tam, Chunlin Tian, Li Li, Chengzhong Xu, Zhenning Li. CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions[C], New York, NY, USA:Association for Computing Machinery, Inc, 2024, 11041-11050.
Authors:  Haicheng Liao;  Haoyu Sun;  Huanming Shen;  Chengyue Wang;  Kahou Tam; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/09/16
Autonomous Driving  Dynamic Visual Fusion  Fast Fourier Transform  Spatial-temporal Analysis  Traffic Accident Anticipation  
A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes Journal article
He, Pengyu, Zhao, Yuanzhe, Xie, Heng, Wang, Yang, Yin, Shouyi, Li, Li, Zhu, Yan, Martins, Rui P., Chan, Chi Hang, Zhang, Minglei. A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes[J]. IEEE Solid-State Circuits Letters, 2024, 7, 271-274.
Authors:  He, Pengyu;  Zhao, Yuanzhe;  Xie, Heng;  Wang, Yang;  Yin, Shouyi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/10/10
Compute-in-memory Macro(Cim)  Exponent Pre-process  Floating-point(Fp)  Reconfigurable  Segmented Computation  
Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing Conference paper
Wu, Yebo, Li, Li, Tian, Chunlin, Chang, Tao, Lin, Chi, Wang, Cong, Xu, Cheng Zhong. Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Wu, Yebo;  Li, Li;  Tian, Chunlin;  Chang, Tao;  Lin, Chi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Federated Learning  Heterogeneous Memory  On-device Training  Training  Accuracy  Runtime  Perturbation Methods  Memory Management  Quality Of Service  
Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks Conference paper
Zhan, Shichen, Wu, Yebo, Tian, Chunlin, Zhao, Yan, Li, Li. Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Zhan, Shichen;  Wu, Yebo;  Tian, Chunlin;  Zhao, Yan;  Li, Li
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2024/11/05
Federated Learning  Pre-training  Resource-efficient  Training  Performance Evaluation  Energy Consumption  Accuracy  Memory Management  Quality Of Service