Xia, Mengzhou

Structured Pruning Learns Compact and Accurate Models

Xia, M., Zhong, Z., & Chen, D. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Advanced Neural Network ApplicationsTopic Modeling

Cited by 136

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Li, W., Lin, Y., Xia, M., & Jin, C. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 62

Detecting Pretraining Data from Large Language Models

Shi, W., Ajith, A., Xia, M., Huang, Y., Liu, D., Blevins, T., Chen, D., & Zettlemoyer, L. (2023) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 37

LitSearch: A Retrieval Benchmark for Scientific Literature Search

Ajith, A., Xia, M., Chevalier, A., Goyal, T., Chen, D., & Gao, T. (2024) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 13

SimPO: Simple Preference Optimization with a Reference-Free Reward

Meng, Y., Xia, M., & Chen, D. (2024) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 12

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Lin, Y., Tang, S., Lyu, B., Wu, J., Lin, H., Yang, K., Li, J., Xia, M., Chen, D., Arora, S., et al. (2025) · arXiv

Mathematics, Computing, and Information ProcessingLogic, programming, and type systems

Cited by 3