Siyu Chen

5

Papers

17

Total Citations

Papers (5)

MambaIC: State Space Models for High-Performance Learned Image Compression

Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model

Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation

An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems