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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  
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  
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  
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  
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  
FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control Conference paper
Ma, Jialiang, Tian, Chunlin, Li, Li, Xu, Chengzhong. FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Ma, Jialiang;  Tian, Chunlin;  Li, Li;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/11/05
Training  Federated Learning  Velocity Control  Process Control  Collaboration  Quality Of Service  Distance Measurement  Autonomous Driving  Federated Learning  Control Optimization  
Comprehensive Characterization of the Integrin Family Across 32 Cancer Types Journal article
Zou, Cheng, Zhu, Jinwei, Xiong, Jiangling, Tian, Yu, Peng, Yousong, Cheung, Edwin, Zhang, Dingxiao. Comprehensive Characterization of the Integrin Family Across 32 Cancer Types[J]. Genomics Proteomics & Bioinformatics, 2024, 22(4), qzae035.
Authors:  Zou, Cheng;  Zhu, Jinwei;  Xiong, Jiangling;  Tian, Yu;  Peng, Yousong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.5/10.3 | Submit date：2024/12/05
Integrin  Pan-cancer  Tumor Microenvironment  Immunotherapy  Transcriptional Regulation  
Six new diterpenoids with anti-inflammatory and cytotoxic activity from Isodon serra Journal article
Liu, Xiaoying, Bian, Zhiwei, Tian, Yintai, Li, Hongyi, Hu, Shian, Li, Cheng, Pandey, Pankaj, Ferreira, Daneel, Chittiboyina, Amar Gopal, Hamann, Mark T., Ma, Xingchuan, Wang, Shengpeng, Wang, Xiaojuan. Six new diterpenoids with anti-inflammatory and cytotoxic activity from Isodon serra[J]. Fitoterapia, 2024, 176, 106019.
Authors:  Liu, Xiaoying;  Bian, Zhiwei;  Tian, Yintai;  Li, Hongyi;  Hu, Shian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.5/2.7 | Submit date：2024/06/05
Anti-inflammatory  Cytotoxicity  Diterpenoids  Isodon Serra  
FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Conference paper
Jialiang Ma, Chunlin Tian, Li Li, Cheng Zhong Xu. FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving[C], 2024.
Authors:  Jialiang Ma;  Chunlin Tian;  Li Li;  Cheng Zhong Xu
Favorite |  | Submit date：2024/08/29
Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning Conference paper
Chunlin Tian, Zhan Shi, Xinpeng Qin, Li Li, ChengZhong Xu. Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning[C]:ML Research Press, 2024, 48211-48225.
Authors:  Chunlin Tian;  Zhan Shi;  Xinpeng Qin;  Li Li;  ChengZhong Xu
Favorite | TC[Scopus]:1 | Submit date：2024/08/29