Siyu Chen

Venues

Frequent coauthors

Papers

1. Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios
   AAAI 2026 · Siyu Chen
2. Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification
   ACL 2026 ·

   Bowei Zhang

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3. A Large Language Model-assisted Evolutionary Algorithm for Expensive Constrained Multi-objective Optimization
   GECCO 2025 · Siyu Chen
4. An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds
   NeurIPS 2025 · Siyu Chen
5. FGS-SLAM: Fourier-based Gaussian Splatting for Real-time SLAM with Sparse and Dense Map Fusion
   IROS 2025 ·

   Yansong Xu

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6. In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
   ICML 2025 ·

   Jianliang He

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7. Unlocking Dark Vision Potential for Medical Image Segmentation
   IJCAI 2025 ·

   Hongpeng Yang

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8. WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models
   ACL 2025 ·

   Yifu Chen

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