Author

Xi-Zhi Hou

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Review Open access Oct 2026

E4R-Reviewer: Effective and Explainable Automated Code Review via End-to-End Reasoning-Guided Alignment

Code review is a key practice for ensuring software quality and maintainability. Despite progress in Automated Code Review (ACR), existing methods face two core challenges: (1) Isolated Task Modeling. Current approaches often model and optimize subtasks in ACR independently, ignoring the inherent logical order and inte...

Yi-Fei Liu, Xi-Zhi Hou, Li Yang et al. · Proceedings of the ACM on So... · 0 citations

#machine learning Preprint Sep 2026

FINESSE: An Agent-Based Simulator and Benchmark Dataset for Multimodal Financial Event Sequences

The FINESSE framework is introduced, an agent-based simulation framework for generating synthetic, structured datasets composed of multiple interdependent event streams, coupled through agents'latent evolving states, enabling the simulation of temporally rich interactions.

Tyler Farnan, Benjamin Eng, Adam Abate et al. · 0 citations