Meng, Fanxu

8 publications

ICML 2025 CLOVER: Cross-Layer Orthogonal Vectors Pruning Fanxu Meng, Pingzhi Tang, Fan Jiang, Muhan Zhang

ICLR 2025 Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs Yu-Zhe Shi, Mingchen Liu, Fanxu Meng, Qiao Xu, Zhangqian Bi, Kun He, Lecheng Ruan, Qining Wang

NeurIPS 2025 LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades Yanan Li, Fanxu Meng, Muhan Zhang, Shiai Zhu, Shangguang Wang, Mengwei Xu

NeurIPS 2025 TransMLA: Migrating GQA Models to MLA with Full DeepSeek Compatibility and Speedup Fanxu Meng, Pingzhi Tang, Zengwei Yao, Xing Sun, Muhan Zhang

NeurIPS 2024 Expert-Level Protocol Translation for Self-Driving Labs Yu-Zhe Shi, Fanxu Meng, Haofei Hou, Zhangqian Bi, Qiao Xu, Lecheng Ruan, Qining Wang

NeurIPS 2024 PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models Fanxu Meng, Zhaohui Wang, Muhan Zhang

AAAI 2023 Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization Yanhao Wang, Jiping Zheng, Fanxu Meng

NeurIPS 2020 Pruning Filter in Filter Fanxu Meng, Hao Cheng, Ke Li, Huixiang Luo, Xiaowei Guo, Guangming Lu, Xing Sun