Ningyuan Liu

According to our database, Ningyuan Liu authored at least 9 papers between 2025 and 2026.

Collaborative distances:

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

2026

Rational ANOVA Networks.

Jusheng Zhang, Ningyuan Liu, Qinhan Lyu, Jing Yang, Keze Wang

CoRR, February, 2026

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction.

Jusheng Zhang, Ningyuan Liu, Yijia Fan, Zihao Huang, Qinglin Zeng, Kaitong Cai, Jian Wang, Keze Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains.

Jesen Zhang, Ningyuan Liu, Kaitong Cai, Sidi Liu, Jing Yang, Ziliang Chen, Xiaofei Sun, Keze Wang

CoRR, December, 2025

RevFFN: Memory-Efficient Full-Parameter Fine-Tuning of Mixture-of-Experts LLMs with Reversible Blocks.

Ningyuan Liu, Jing Yang, Kaitong Cai, Keze Wang

CoRR, December, 2025

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction.

Jensen Zhang, Ningyuan Liu, Yijia Fan, Zihao Huang, Qinglin Zeng, Kaitong Cai, Jian Wang, Keze Wang

CoRR, December, 2025

GTMA: Dynamic Representation Optimization for OOD Vision-Language Models.

Jensen Zhang, Ningyuan Liu, Keze Wang

CoRR, December, 2025

Failure-Driven Workflow Refinement.

Jusheng Zhang, Kaitong Cai, Qinglin Zeng, Ningyuan Liu, Stephen Fan, Ziliang Chen, Keze Wang

CoRR, October, 2025

MAT-Agent: Adaptive Multi-Agent Training Optimization.

Jusheng Zhang, Kaitong Cai, Yijia Fan, Ningyuan Liu, Keze Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems.

Jusheng Zhang, Zimeng Huang, Yijia Fan, Ningyuan Liu, Mingyan Li, Zhuojie Yang, Jiawei Yao, Jian Wang, Keze Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025