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cs.LG2025
Data-Efficient and Robust Trajectory Generation through Pathlet Dictionary Learning
Yuanbo Tang, Yan Tang, Zixuan Zhang +2
Trajectory generation has recently drawn growing interest in privacy-preserving urban mobility studies and location-based service applications. Although many studies have used deep…
cs.LG2025
Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models
Yuanbo Tang, Yan Tang, Naifan Zhang +2
Mixture-of-Experts based large language models (MoE LLMs) have shown significant promise in multitask adaptability by dynamically routing inputs to specialized experts. Despite the…