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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]:0  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  
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving Conference paper
Haicherng Liao, Xuelin Li, Yongkang Li, Hailin Kong, Chengyue Wang, Bonan Wang, Yanchen Guan, Kahou Tam, Zhenning Li. CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving[C]:International Joint Conferences on Artificial Intelligence, 2024, 7331-7339.
Authors:  Haicherng Liao;  Xuelin Li;  Yongkang Li;  Hailin Kong;  Chengyue Wang; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/09/16
Robotics  Planning And Scheduling  
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction Conference paper
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Chunlin Tian, Kahou Tam, Yuming Huang, Zilin Bian, Kaiqun Zhu, Guofa Li, Ziyuan Pu, Jia Hu, Zhiyong Cui, Chengzhong Xu. Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction[C], 2024.
Authors:  Haicheng Liao;  Yongkang Li;  Zhenning Li;  Chengyue Wang;  Chunlin Tian; et al.
Favorite |  | Submit date：2024/09/16
When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models Conference paper
Haicheng Liao, Haoyu Sun, Huanming Shen, Chengyue Wang, Kahou Tam, Chunlin Tian, Li Li, Chengzhong Xu, Zhenning Li. When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models[C], 2024.
Authors:  Haicheng Liao;  Haoyu Sun;  Huanming Shen;  Chengyue Wang;  Kahou Tam; et al.
Favorite |  | Submit date：2024/09/16