2025
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation.
CoRR, February, 2025
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Graphical Modeling for Multi-Source Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024
A Flexible Wireless Pressure Sensor Based on UHF RFID Technology.
IEEE Trans. Instrum. Meas., 2024
No More Adam: Learning Rate Scaling at Initialization is All You Need.
CoRR, 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing.
CoRR, 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training.
CoRR, 2024
Locomotion Control of Biped Robot with Foot Described on SE(3).
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2024
MetaGXplore: Integrating Multi-Omics Data with Graph Convolutional Networks for Pan-cancer Patient Metastasis Identification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Battery Protective Electric Vehicle Charging Management in Renewable Energy System.
IEEE Trans. Ind. Informatics, 2023
Enhancing Protein Language Models with Structure-based Encoder and Pre-training.
CoRR, 2023
Physics-Inspired Protein Encoder Pre-Training via Siamese Sequence-Structure Diffusion Trajectory Prediction.
CoRR, 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts.
Proceedings of the International Conference on Machine Learning, 2023
Protein Representation Learning by Geometric Structure Pretraining.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Exploiting Network Compressibility and Topology in Zero-Cost NAS.
Proceedings of the International Conference on Automated Machine Learning, 2023
2022
Online Battery Protective Energy Management for Energy-Transportation Nexus.
IEEE Trans. Ind. Informatics, 2022
Fine-Grained Video Captioning via Graph-based Multi-Granularity Interaction Learning.
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IEEE Trans. Pattern Anal. Mach. Intell., 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data.
CoRR, 2022
HIRL: A General Framework for Hierarchical Image Representation Learning.
CoRR, 2022
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery.
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CoRR, 2022
P-LFA: A Novel LFA-Based Percolation Fast Rerouting Mechanism.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
HCSC: Hierarchical Contrastive Selective Coding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Spotlights: Probing Shapes from Spherical Viewpoints.
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
Joint Modeling of Visual Objects and Relations for Scene Graph Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure.
Proceedings of the 38th International Conference on Machine Learning, 2021
Cross-category Video Highlight Detection via Set-based Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
Learning to Combine: Knowledge Aggregation for Multi-source Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020, 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Adversarial Domain Adaptation with Domain Mixup.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Variational Few-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Learning Context Graph for Person Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Phase Identification With Incomplete Data.
IEEE Trans. Smart Grid, 2018
Deep Learning for Household Load Forecasting - A Novel Pooling Deep RNN.
IEEE Trans. Smart Grid, 2018
2015
A flexible and robust power management mechanism based on single-phase Modular Multilevel Converter with integrated energy storage elements.
Proceedings of the IECON 2015, 2015