3 papers
q-fin.RM2026
Bankruptcy Prediction from 10-K Narratives: Evidence from Interpretable Text Scores and Accounting Baselines
Zhen Zhang, Moxuan Zheng, Tongchen Zhang +3
Bankruptcy is a low-frequency but high-impact corporate event, making early risk identification important for creditors, investors, regulators, and risk managers. Traditional bankr…
cs.CV2025
Enhanced Velocity Field Modeling for Gaussian Video Reconstruction
Zhenyang Li, Xiaoyang Bai, Tongchen Zhang +3
High-fidelity 3D video reconstruction is essential for enabling real-time rendering of dynamic scenes with realistic motion in virtual and augmented reality (VR/AR). The deformatio…
cs.LG2025
KITINet: Kinetics Theory Inspired Network Architectures with PDE Simulation Approaches
Mingquan Feng, Yifan Fu, Tongcheng Zhang +3
Despite the widely recognized success of residual connections in modern neural networks, their design principles remain largely heuristic. This paper introduces KITINet (Kinetics T…