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Shuai Zhang

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• SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning
• A Theoretical Analysis of Mamba's Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
• Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
• CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
• Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning
• From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks
• MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices
• Pelican-VL 1.0: A Foundation Brain Model for Embodied Intelligence
• Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
• EventFormer: A Node-graph Hierarchical Attention Transformer for Action-centric Video Event Prediction
• Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation