Ma, Lianbo

9 publications

ICCV 2025 Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS Haidong Kang, Lianbo Ma, Pengjun Chen, Guo Yu, Xingwei Wang, Min Huang

NeurIPS 2025 Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy Nan Li, Yonghui Su, Lianbo Ma

AAAI 2025 HEP-NAS: Towards Efficient Few-Shot Neural Architecture Search via Hierarchical Edge Partitioning Jianfeng Li, Jiawen Zhang, Feng Wang, Lianbo Ma

ICML 2025 Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning Lianbo Ma, Jianlun Ma, Yuee Zhou, Guoyang Xie, Qiang He, Zhichao Lu

AAAI 2025 Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective Kaifang Long, Guoyang Xie, Lianbo Ma, Jiaqi Liu, Zhichao Lu

IJCAI 2025 Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS Nan Li, Bing Xue, Lianbo Ma, Mengjie Zhang

IJCAI 2025 Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization Haidong Kang, Lianbo Ma, Guo Yu, Shangce Gao

AAAI 2024 One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li

NeurIPS 2023 Metis: Understanding and Enhancing In-Network Regular Expressions Zhengxin Zhang, Yucheng Huang, Guanglin Duan, Qing Li, Dan Zhao, Yong Jiang, Lianbo Ma, Xi Xiao, Hengyang Xu