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Tianfu Wang
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DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning
T Wang, Q Fan, X Li, X Zhang, Q Xiong, S Fu, M Gao
IEEE International Conference on Communications (ICC), 2021
472021
Learning Profitable NFT Image Diffusions via Multiple Visual-policy Guided Reinforcement Learning
H He, T Wang, H Yang, J Fu, NJ Yuan, J Yin, H Chao, Q Zhang
ACM International Conference on Multimedia (MM), 2023
102023
Joint Admission Control and Resource Allocation of Virtual Network Embedding Via Hierarchical Deep Reinforcement Learning
T Wang, L Shen, Q Fan, T Xu, T Liu, H Xiong
IEEE Transactions on Services Computing, 2023
82023
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management
L Deng*, T Wang*, Y Zhao, K Zheng
Proceedings of the VLDB Endowment (VLDB), 2025
32025
COMET: NFT Price Prediction with Wallet Profiling
T Wang, L Deng, C Wang, J Lian, Y Yan, NJ Yuan, Q Zhang, H Xiong
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024
32024
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation
T Wang, Q Fan, C Wang, L Yang, L Ding, NJ Yuan, H Xiong
International Joint Conference on Artificial Intelligence (IJCAI), 2024
32024
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives
L Ding, D Shen, C Wang, T Wang, L Zhang, H Xiong, Y Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2024
22024
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
T Wang, Y Zhan, J Lian, Z Hu, NJ Yuan, Q Zhang, X Xie, H Xiong
ACM Web Conference (WWW) Oral, 2025
2025
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
L Deng, P Chen, X Zeng, T Wang, Y Zhao, K Zheng
Proceedings of the VLDB Endowment (VLDB), 2025
2025
Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks
T Wang, L Yang, C Wang, C Qin, L Deng, L Shen, H Xiong
arXiv preprint arXiv:2410.22999, 2024
2024
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