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Short Bio

I am currently a Ph.D. student of Software Engineering at ChongQing University. My research involves edge intelligence (model partition and model compression), reinforcement learning for edge caching and computing offloading, and defect detection at multi-access edge-cloud computing networks.

Research Interest:

• Model Partition: Fine-grained model partitioning for distributed inference, joint model partition and compression
• Reinforcement Learning: Q-learning, DQN, DDQN, Actor-Critic and DDPG methods
• Content Caching: Mobility-aware content caching, LFM-based content caching
• Defect Detection: Transfer learning for real-time surface defect detection

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