Deyu Zou

According to our database, Deyu Zou authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents.

Deyu Zou, Yongqiang Chen, Fan Feng, Mufei Li, Pan Li, Yu Gong, James Cheng

CoRR, March, 2026

2025

T³: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning.

Deyu Zou, Yongqiang Chen, Jianxiang Wang, Haochen Yang, Mufei Li, James Cheng, Pan Li, Yu Gong

CoRR, October, 2025

RoFt-Mol: Benchmarking Robust Fine-Tuning with Molecular Graph Foundation Models.

Shikun Liu, Deyu Zou, Nima Shoghi, Victor Fung, Kai Liu, Pan Li

CoRR, September, 2025

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation.

Deyu Zou, Yongqiang Chen, Mufei Li, Siqi Miao, Chenxi Liu, Bo Han, James Cheng, Pan Li

CoRR, June, 2025

2024

GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts.

Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Pairwise Alignment Improves Graph Domain Adaptation.

Shikun Liu, Deyu Zou, Han Zhao, Pan Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts.

Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li

CoRR, 2023