A study on trajectory planning of hydraulic robotic excavator based on movement stability. - Zhongping Li; Xiaohu Li; Songwei Liu; Linpeng Jin (URAI, 2016)

Binary Convolutional Neural Network with High Accuracy and Compression Rate. - Songwei Liu; Hongwei Zhu (ACAI, 2019)

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures. - Luyan Liu; Zhiwei Wen; Songwei Liu; Hong-Yu Zhou; Hongwei Zhu; Weicheng Xie 001; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

An extended memetic algorithm for multiobjective routing and scheduling of airport ground movements with intermediate holding. - Tianci Zhang; Lilla Beke; Songwei Liu; Michal Weiszer; Jun Chen 009 (CEC, 2022)

Residual Local Feature Network for Efficient Super-Resolution. - Fangyuan Kong; Mingxi Li; Songwei Liu; Ding Liu; Jingwen He; Yang Bai; Fangmin Chen; Lean Fu (CVPR Workshops, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CVPR Workshops, 2022)

Multi-objective Multigraph A* Search with Learning Heuristics based on Node Metrics and Graph Embedding. - Songwei Liu; Jun Chen 009; Michal Weiszer (IS, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CoRR, 2022)

Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution. - Yong Liu 031; Hang Dong 001; Boyang Liang; Songwei Liu; Qingji Dong; Kai Chen 023; Fangmin Chen; Lean Fu; Fei Wang 008 (ACM Multimedia, 2023)

SparseByteNN: A Novel Mobile Inference Acceleration Framework Based on Fine-Grained Group Sparsity. - Haitao Xu; Songwei Liu; Yuyang Xu; Shuai Wang; Jiashi Li; Chenqian Yan; Liangqiang Li; Lean Fu; Xin Pan; Fangmin Chen (CoRR, 2023)

Lightweight, error-tolerant edge detection using memristor-enabled stochastic logics. - Lekai Song; Pengyu Liu; Jingfang Pei; Yang Liu; Songwei Liu; Shengbo Wang; Leonard W. T. Ng; Tawfique Hasan; Kong-Pang Pun; Shuo Gao 001; Guohua Hu (CoRR, 2024)

Analysis on reservoir activation with the nonlinearity harnessed from solution-processed MoS2 devices. - Songwei Liu; Yang Liu; Yingyi Wen; Jingfang Pei; Pengyu Liu; Lekai Song; Xiaoyue Fan; Wenchen Yang; Danmei Pan; Teng Ma; Yue Lin; Gang Wang; et al. (CoRR, 2024)

True random number generation using metastable 1T' molybdenum ditelluride. - Yang Liu; Pengyu Liu; Yingyi Wen; Zihan Liang; Songwei Liu; Lekai Song; Jingfang Pei; Xiaoyue Fan; Teng Ma; Gang Wang; Shuo Gao 001; Kong-Pang Pun; et al. (CoRR, 2024)

FoldGPT: Simple and Effective Large Language Model Compression Scheme. - Songwei Liu; Chao Zeng; Lianqiang Li; Chenqian Yan; Lean Fu; Xing Mei; Fangmin Chen (CoRR, 2024)

Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models. - Chenqian Yan; Songwei Liu; Hongjian Liu; Xurui Peng; Xiaojian Wang; Fangming Chen; Lean Fu; Xing Mei (CoRR, 2024)

Timely reliable Bayesian decision-making enabled using memristors. - Lekai Song; Pengyu Liu; Yang Liu; Jingfang Pei; Wenyu Cui; Songwei Liu; Yingyi Wen; Teng Ma; Kong-Pang Pun; Guohua Hu (CoRR, 2024)

GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference. - Chao Zeng; Songwei Liu; Shu Yang; Fangmin Chen; Xing Mei; Lean Fu (CoRR, 2024)

ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models. - Chao Zeng; Songwei Liu; Yusheng Xie; Hong Liu; Xiaojian Wang; Miao Wei; Shu Yang; Fangmin Chen; Xing Mei (AAAI, 2025)

Heuristic Initialisation based on Graph Structures for Shortest Path Search on Multi-objective Multigraphs. - Songwei Liu; Lilla Beke; Jun Chen (CEC, 2025)

A Randomized GMsFEM with Data-Driven Predictors for Parametric Flow Problems in Multiscale Heterogeneous Media. - Wing Tat Leung; Qiuqi Li; Songwei Liu (CoRR, 2025)

Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion. - Songwei Liu; Hong Liu; Fangmin Chen; Xurui Peng; Chenqian Yan; Lean Fu; Xing Mei (CoRR, 2025)