Meng, Fanxu

9 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

CVPR 2020 Filter Grafting for Deep Neural Networks Fanxu Meng, Hao Cheng, Ke Li, Zhixin Xu, Rongrong Ji, Xing Sun, Guangming Lu

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