A flexible and robust power management mechanism based on single-phase Modular Multilevel Converter with integrated energy storage elements. - Minghao Xu; Martel Tsirinomeny; Alfred C. Rufer (IECON, 2015)

Deep Learning for Household Load Forecasting - A Novel Pooling Deep RNN. - Heng Shi; Minghao Xu; Ran Li 004 (IEEE Trans. Smart Grid, 2018)

Phase Identification With Incomplete Data. - Minghao Xu; Ran Li 004; Furong Li (IEEE Trans. Smart Grid, 2018)

Learning Context Graph for Person Search. - Yichao Yan; Qiang Zhang; Bingbing Ni; Wendong Zhang 002; Minghao Xu; Xiaokang Yang 001 (CVPR, 2019)

Variational Few-Shot Learning. - Jian Zhang 079; Chenglong Zhao; Bingbing Ni; Minghao Xu; Xiaokang Yang 001 (ICCV, 2019)

Adversarial Domain Adaptation with Domain Mixup. - Minghao Xu; Jian Zhang 079; Bingbing Ni; Teng Li 001; Chengjie Wang; Qi Tian 001; Wenjun Zhang 001 (AAAI, 2020)

Cross-Domain Detection via Graph-Induced Prototype Alignment. - Minghao Xu; Hang Wang; Bingbing Ni; Qi Tian 001; Wenjun Zhang 001 (CVPR, 2020)

Learning to Combine: Knowledge Aggregation for Multi-source Domain Adaptation. - Hang Wang; Minghao Xu; Bingbing Ni; Wenjun Zhang 001 (ECCV (8), 2020)

PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation. - Qiqi Gu; Qianyu Zhou 001; Minghao Xu; Zhengyang Feng; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (ICCV, 2021)

Cross-category Video Highlight Detection via Set-based Learning. - Minghao Xu; Hang Wang; Bingbing Ni; Riheng Zhu; Zhenbang Sun; Changhu Wang (ICCV, 2021)

Self-supervised Graph-level Representation Learning with Local and Global Structure. - Minghao Xu; Hang Wang; Bingbing Ni; Hongyu Guo; Jian Tang 005 (ICML, 2021)

Joint Modeling of Visual Objects and Relations for Scene Graph Generation. - Minghao Xu; Meng Qu; Bingbing Ni; Jian Tang 005 (NeurIPS, 2021)

Spotlights: Probing Shapes from Spherical Viewpoints. - Jiaxin Wei 001; Lige Liu; Ran Cheng; Wenqing Jiang; Minghao Xu; Xinyu Jiang; Tao Sun; Sören Schwertfeger; Laurent Kneip (ACCV (1), 2022)

KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features. - Minghao Xu; Daling Wang; Shi Feng 001; Zhenfei Yang; Yifei Zhang 003 (COLING, 2022)

HCSC: Hierarchical Contrastive Selective Coding. - Yuanfan Guo; Minghao Xu; Jiawen Li; Bingbing Ni; Xuanyu Zhu; Zhenbang Sun; Yi Xu 001 (CVPR, 2022)

PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding. - Minghao Xu; Zuobai Zhang; Jiarui Lu; Zhaocheng Zhu; Yangtian Zhang; Chang Ma; Runcheng Liu; Jian Tang 005 (NeurIPS, 2022)

P-LFA: A Novel LFA-Based Percolation Fast Rerouting Mechanism. - Minghao Xu; Tao Feng; Xianming Gao; Shanqing Jiang; Shengyuan Qi; Zhongyuan Yang (WASA (2), 2022)

TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery. - Zhaocheng Zhu; Chence Shi; Zuobai Zhang; Shengchao Liu; Minghao Xu; Xinyu Yuan; Yangtian Zhang; Jun-Kun Chen; Huiyu Cai; Jiarui Lu; Chang Ma; Runcheng Liu; et al. (CoRR, 2022)

HIRL: A General Framework for Hierarchical Image Representation Learning. - Minghao Xu; Yuanfan Guo; Xuanyu Zhu; Jiawen Li; Zhenbang Sun; Jian Tang 005; Yi Xu 001; Bingbing Ni (CoRR, 2022)

EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data. - Minghao Xu; Yuanfan Guo; Yi Xu 001; Jian Tang 005; Xinlei Chen; Yuandong Tian (CoRR, 2022)

Fine-Grained Video Captioning via Graph-based Multi-Granularity Interaction Learning. - Yichao Yan; Ning Zhuang; Bingbing Ni; Jian Zhang 079; Minghao Xu; Qiang Zhang; Zheng Zhang; Shuo Cheng; Qi Tian 001; Yi Xu 001; Xiaokang Yang 001; Wenjun Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Online Battery Protective Energy Management for Energy-Transportation Nexus. - Shuangqi Li; Pengfei Zhao; Chenghong Gu; Jianwei Li 003; Shuang Cheng; Minghao Xu (IEEE Trans. Ind. Informatics, 2022)

Exploiting Network Compressibility and Topology in Zero-Cost NAS. - Lichuan Xiang; Rosco Hunter; Minghao Xu; Lukasz Dudziak; Hongkai Wen 001 (AutoML, 2023)

Protein Representation Learning by Geometric Structure Pretraining. - Zuobai Zhang; Minghao Xu; Arian Rokkum Jamasb; Vijil Chenthamarakshan; Aurélie C. Lozano; Payel Das; Jian Tang 005 (ICLR, 2023)

ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts. - Minghao Xu; Xinyu Yuan; Santiago Miret; Jian Tang 005 (ICML, 2023)

Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction. - Zuobai Zhang; Minghao Xu; Aurélie C. Lozano; Vijil Chenthamarakshan; Payel Das; Jian Tang 005 (NeurIPS, 2023)

Physics-Inspired Protein Encoder Pre-Training via Siamese Sequence-Structure Diffusion Trajectory Prediction. - Zuobai Zhang; Minghao Xu; Aurélie C. Lozano; Vijil Chenthamarakshan; Payel Das; Jian Tang 005 (CoRR, 2023)

Enhancing Protein Language Models with Structure-based Encoder and Pre-training. - Zuobai Zhang; Minghao Xu; Vijil Chenthamarakshan; Aurélie C. Lozano; Payel Das; Jian Tang 005 (CoRR, 2023)

Battery Protective Electric Vehicle Charging Management in Renewable Energy System. - Shuangqi Li; Pengfei Zhao; Chenghong Gu; Jianwei Li 003; Shuang Cheng; Minghao Xu (IEEE Trans. Ind. Informatics, 2023)

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. - Le Zhuo; Zewen Chi; Minghao Xu; Heyan Huang; Jianan Zhao 002; Heqi Zheng; Conghui He; Xian-Ling Mao; Wentao Zhang (ACL (1), 2024)

MetaGXplore: Integrating Multi-Omics Data with Graph Convolutional Networks for Pan-cancer Patient Metastasis Identification. - Tao Jiang; Haiyang Jiang 017; Xinyi Ma; Minghao Xu; Yan Liang; Wentao Zhang 001 (BIBM, 2024)

Locomotion Control of Biped Robot with Foot Described on SE(3). - Kun Xu 007; Minghao Xu; Yuanyang Cui; Gang Liu; Wei Lou; Jiawei Chen; Qikai Li; Cheng Chen; Long Li; Xilun Ding (ICARM, 2024)

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. - Le Zhuo; Zewen Chi; Minghao Xu; Heyan Huang; Heqi Zheng; Conghui He; Xian-Ling Mao; Wentao Zhang (CoRR, 2024)

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing. - Ling Yang 006; Bohan Zeng; Jiaming Liu; Hong Li 016; Minghao Xu; Wentao Zhang 001; Shuicheng Yan (CoRR, 2024)

No More Adam: Learning Rate Scaling at Initialization is All You Need. - Minghao Xu; Lichuan Xiang; Xu Cai; Hongkai Wen 001 (CoRR, 2024)

A Flexible Wireless Pressure Sensor Based on UHF RFID Technology. - Minghao Xu; Chenbin Zhao; Xueguan Liu; Xinjian Chen 001; Baoqing Nie (IEEE Trans. Instrum. Meas., 2024)

Graphical Modeling for Multi-Source Domain Adaptation. - Minghao Xu; Hang Wang; Bingbing Ni (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning. - Minghao Xu; Yunteng Geng; Yihang Zhang; Ling Yang 006; Jian Tang 005; Wentao Zhang 001 (ICLR, 2025)

FBA: Fairness Backdoor Attack on Graph Neural Networks. - Minghao Xu; Fengrui Hao; Tianlong Gu; Ming Liu (IEEE Trans. Dependable Secur. Comput., 2025)

HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation. - Ling Yang 006; Xinchen Zhang; Ye Tian; Chenming Shang; Minghao Xu; Wentao Zhang 001; Bin Cui 001 (CoRR, 2025)

Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training. - Minghao Xu; Jiaze Song; Keming Wu; Xiangxin Zhou; Bin Cui 001; Wentao Zhang 001 (CoRR, 2025)