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Xiangxiang Dai
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Respire: Reducing spatial–temporal redundancy for efficient edge-based industrial video analytics
X Dai, P Yang, X Zhang, Z Dai, L Yu
IEEE Transactions on Industrial Informatics 18 (12), 9324-9334, 2022
352022
AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics
X Dai, Z Zhang, P Yang, Y Xu, X Liu, JCS Lui
ACM Multimedia 2024, 2024
92024
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models
X Dai, J Li, X Liu, A Yu, JCS Lui
arXiv preprint arXiv:2405.16587, 2024
82024
Conversational Recommendation with Online Learning and Clustering on Misspecified Users
X Dai, Z Wang, J Xie, X Liu, JCS Lui
IEEE Transactions on Knowledge and Data Engineering 36 (12), 7825-7838, 2024
72024
Online Learning and Detecting Corrupted Users for Conversational Recommendation Systems
X Dai, Z Wang, J Xie, T Yu, JCS Lui
IEEE Transactions on Knowledge and Data Engineering 36 (12), 8939-8953, 2024
52024
Combinatorial Logistic Bandits
X Liu, X Dai, X Wang, M Hajiesmaili, J Lui
arXiv preprint arXiv:2410.17075, 2024
22024
Quantifying the Merits of Network-Assist Online Learning in Optimizing Network Protocols
X Dai, Z Wang, J Ye, JCS Lui
IEEE/ACM International Symposium on Quality of Service (IWQoS), 1-10, 2024
22024
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts
Z Li, M Liu, X Dai, J Lui
arXiv preprint arXiv:2501.00891, 2025
12025
Enhancing Cooperative LiDAR-Based Perception Accuracy in Vehicular Edge Networks
J Hou, P Yang, X Dai, T Qin, F Lyu
IEEE Transactions on Intelligent Transportation Systems, 2025
2025
Offline Learning for Combinatorial Multi-armed Bandits
X Liu, X Dai, J Zuo, S Wang, CJ Wong, J Lui, W Chen
arXiv preprint arXiv:2501.19300, 2025
2025
Multi-Agent Conversational Online Learning for Adaptive LLM Response Identification
X Dai, Y Xie, M Liu, X Wang, Z Li, H Wang, J Lui
arXiv preprint arXiv:2501.01849, 2025
2025
Variance-Aware Bandit Framework for Dynamic Probabilistic Maximum Coverage Problem With Triggered or Self-Reliant Arms
X Dai, X Liu, J Zuo, H Xie, C Joe-Wong, JCS Lui
IEEE Transactions on Networking, 2025
2025
Towards Efficient Conversational Recommendations: Expected Value of Information Meets Bandit Learning
Z Li, M Liu, X Dai, JCS Lui
THE WEB CONFERENCE 2025, 0
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Articles 1–13