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Publications

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Author Keyword Title Type [ Year(Desc)]
2025
Cai, G., Q. Wu, R. Wang, L. Zhi, X. Fu, and H. Zhang, "Enabling Ultralow-Latency Services With Ubiquitous Mobility by Means of a Compact Network Architecture", IEEE Transactions on Mobile Computing, vol. 24, issue 6, pp. 4858 - 4873, 06/2025.
Yue, X., S. Yang, L. Zhu, S. Trajanovski, F. Li, and X. Fu, "Exploiting Wide-Area Resource Elasticity With Fine-Grained Orchestration for Serverless Analytics", IEEE Transactions on Networking, vol. 33, issue 1, pp. 398 - 413, 02/2025.
Chen, H., Z. Li, X. Wang, L. Zhou, and X. Fu, "The Global Ecology of Chinese Language Learning on TikTok: Insights from 75,188 Videos", 6th International Conference on Social Computing (ICSC 2025), Shanghai, China, 12/2025.
Yang, K., Q. He, X. Wang, Y. Liu, X. Fu, D. Wu, and L. Zhao, "Hierarchical Reinforcement Learning for Optimizing Local-Global Collaborative Computation Offloading and Resource Allocation", IEEE Transactions on Services Computing, 11/2025.
Dong, E., J. Yang, Z. Wang, X. He, J. Fang, S. Li, S. Zhang, Z. Guo, H. Zhang, Z. Li, et al., "Internet Scan Source Identification: A Survey", IEEE Network, 05/2025.
Yang, X., W. Wu, S. Feng, M. Wang, D. Wang, Y. Li, Q. Sun, Y. Zhang, X. Fu, and S. Poria, "MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks", Information Fusion, vol. 122, issue 103204, pp. 1-19, 10/2025.
Ma, J., S. Xu, Y. Li, and X. Fu, "Multimodal Sentiment Analysis with Multi-Perspective Thinking via Large Multimodal Models ", The 33rd ACM International Conference on Information and Knowledge Management (CIKM 2025), Seoul, Korea, ACM, 11/2025.
Song, Y., P. Memarmoshrefi, and X. Fu, "PSO-DPSGD: An Improvement on Differentially Private Deep Learning based on Particle Swarm Optimization", IEEE INFOCOM 2025 (poster session), London, UK, 05/2025.
Wang, W., L. Mi, S. Cen, H. Dai, Y. Li, X. Fu, and Y. Liu, "Region-based Content Enhancement for Efficient Video Analytics at the Edge", 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 2025), Philadelphia, PA, USA , USENIX, 04/2025.
Wei, X., T. Yuan, J. Yuan, D. Liu, and X. Fu, "ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning", Proc. of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), Detroit, Michigan, USA (best paper runner-up), 05/2025.
Li, Y., D. Wen, M. Xia, M. Chen, and X. Fu, "Robust Decentralized Online Learning against Targeted and Untargeted Malicious Data Feature Manipulation", IEEE Transactions on Mobile Computing, 12/2025.
Zou, H., J. Qu, P. Cai, and X. Fu, "Young AI Scientists in the New AI Age: Increasingly Early and Growing Dominance of Career Novelty in Their Research Trajectories", 6th International Conference on Social Computing (ICSC 2025), Shanghai, China, 12/2025.
2026
Gao, Y., S. Yang, F. Li, Y. Li, L. Zhu, S. Trajanovski, and X. Fu, "Efficient and Flexible Multi-Qubit Entanglement Transmission in Quantum Networks", IEEE Transactions on Networking, vol. 34, pp. 1761 - 1776, 01/2026.
Wei, X., J. Yuan, T. Yuan, and X. Fu, "Enhancing Learning to Communicate with Reward-Shaped Curriculum and Network Awareness", IEEE Transactions on Mobile Computing, vol. 52, issue 2, pp. 2413-2425, 02/2026.
Li, J., Y. Luo, D. Han, Y. Zhan, X. Fu, B. Qiao, and G. Wu, "ESCA: An Emotional Support Conversation Agent for Enhancing Reasonable Strategy Planning and Effective Expression", AAAI'26: Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence, 01/2026.
Shen, T., F. Zhang, H. Chen, W. Wu, J. Cheng, and X. Fu, "ICRE-COT: A Retrival-Revised Two-Stage Ranking Framework for LLM-Based Knowledge Graph Completion", 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain, IEEE, 05/2026.
Zhang, C., H. Tan, H. Pan, Y. Xu, H. Du, L. Zhang, and X. Fu, "Memory-Efficient KV Cache Optimization for Large Language Model Inference at the Edge", IEEE INFOCOM 2026, Tokyo, Japan, IEEE, 05/2026.
Wu, W., T. Yuan, Y. Li, D. Wang, and X. Fu, "Mouthing-Enhanced Multimodal Hierarchical Contrastive Learning for Gloss-Free Sign Language Translation", 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain, IEEE, 05/2026.

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