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	Title	Author(s)	Issue Date
	HEGformer: Representation Learning on Heterogeneous Graph Neural Network with Efficient Transforme Proceeding/Conference:The 15th IEEE International Conference on Knowledge Graphs (ICKG2024) (11/12/2025-12/12/2025, Abu Dhabi)	Wu, Chuan	11-Dec-2024
	Multipath Transmissions and Video Frame Scheduling for Content Delivery Networks Proceeding/Conference:The 17th International Conference on Networking, Architecture and Storage (NAS) (29/11/2024-01/12/2024, Guangzhou)	Wu, Chuan	29-Nov-2024
	SAILS: A Synchronous Accessible Immersive Online Learning System for Young Learners Proceeding/Conference:The 16th ACM Multimedia Systems Conference (MMSys) (31/03/2025-03/04/2025, Stellenbosch)	Wu, Chuan	1-Apr-2025
	HybridFlow: A Flexible and Efficient RLHF Framework Proceeding/Conference:EuroSys 2025 (30/03/2025-03/04/2025, Rotterdam)	Wu, Chuan	3-Apr-2025
	FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation Proceeding/Conference:The 20th International Conference on Mobility, Sensing and Networking (MSN 2024) (20/12/2025-22/12/2025, Harbin)	Wu, Chuan	20-Dec-2024
	MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards Proceeding/Conference:The 13th International Conference on Learning Representations (ICLR) (24/04/2025-28/04/2025, Singapore)	Wu, Chuan	25-Apr-2025
	Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Proceeding/Conference:Conference IEEE International Conference on Computer Communications (INFOCOM)	Wu, Chuan	21-May-2025
	Depth-Temporal Attention with Dual Modality Data for Walking Intention Prediction in Close-Proximity Front-Following Proceeding/Conference:The 2025 IEEE International Conference on Robotics and Automation (ICRA) (19/05/2025-23/05/2025, Atlanta)	Wu, Chuan	20-May-2025
	ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development Proceeding/Conference:the 22th USENIX Symposium on Networked Systems Design and Implementation (NSDI) (28/04/2025-30/04/2025, Philadelphia, PA)	Wu, Chuan	30-Apr-2025
	Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration Proceeding/Conference:The 13th International Conference on Learning Representations (ICLR) (24/04/2025-28/04/2025, Singapore)	Wu, Chuan	25-Apr-2025
	DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving Proceeding/Conference:Computer Vision and Pattern Recognition (CVPR) 2025 (11/06/2025-15/06/2025, Nashville)	Xu, ZhenhuaBai, YanZhang, YujiaLi, ZhuolingXia, FeiWong, Kwan-Yee, K.Wang, JianqiangZhao, Hengshuang	11-Jun-2025
	ArtiFade: Learning to Generate High-quality Subject from Blemished Image Proceeding/Conference:Computer Vision and Pattern Recognition (CVPR) 2025 (11/06/2025-15/06/2025, Nashville)	Yang, ShuyaHao, ShaozheCao, YukangWong, Kwan-Yee, K	11-Jun-2025
	Prophet secretary and matching: the significance of the largest item Proceeding/Conference:36th ACM-SIAM Symposium on Discrete Algorithms (12/01/2025-15/01/2025, New Orleans, Louisiana)	Chen, ZiyunHuang, ZhiyiLi, DongchenTang, Zhihao Gavin	12-Jan-2025
	CDMAF-CEST: Conditional Diffusion model for multi-acceleration factor CEST-MRI Reconstruction Proceeding/Conference:10th International Workshop (16/09/2024-20/09/2024, Nuremberg)	Cai, PeiYu, LequanWang, ZiyanWang, JiawenBae, Kyongtae TylerMak, Ka Fung HenryHuang, Jianpan	20-Sep-2024
	Tackling Data Heterogeneity in Federated Learning via Loss Decomposition Proceeding/Conference:International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 (06/10/2025-10/10/2025, Morocco)	Zeng, ShuangGuo, PengxinWang, ShuaiWang, JianboZhou, YuyinQu, Liangqiong	14-Oct-2024
	Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao)	Huang, WeiCao, YuanWang, HaonanXin, CaoSuzuki, Taiji	23-Apr-2025
	Transformer learns optimal variable selection in group-sparse classification Proceeding/Conference:The 13th International Conference on Learning Representations (ICLR) (24/04/2025-28/04/2025, Singapore)	ZHANG, ChenyangMeng, XuranCao, Yuan	11-Apr-2025
	Reliable KMDF Instruction Set Generation for User Queries Based on Endogenous Generative LLMs Proceeding/Conference:2025 IEEE Security and Privacy Workshops (SPW) (15/05/2025-15/05/2025, San Francisco)	Yang, YuerLin, YifengYiu, Siu-Ming	15-May-2025
	AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials Proceeding/Conference:The 13th International Conference on Learning Representations (ICLR) (24/04/2025-28/04/2025, Singapore)	Xu, YihengLu, DunjieShen, ZhennanWang, JunliWang, ZekunMao, YuchenXiong, CaimingYu, Tao	16-May-2025
	OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis Proceeding/Conference:63rd Annual Meeting of the Association for Computational Linguistics (ACL) (27/07/2025-01/08/2025, Vienna, Austria)	Sun, QiushiCheng, KanzhiDing, ZichenJin, ChuanyangWang, YianXu, FangzhiWu, ZhenyuJia, ChengyouChen, LihengLiu, ZhoumianzeKao, BenLi, GuohaoHe, JunxianQiao, YuWu, Zhiyong	27-Jul-2025