2025
SDRT: Enhance Vision-Language Models by Self-Distillation with Diverse Reasoning Traces.
CoRR, March, 2025
2024
Graph Neural Prompting with Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Morphological Reconstruction for the Internal Structure of In-Situ SoilRock Mixture Through Ultrasonic Transmission Imaging Experiments.
IEEE Instrum. Meas. Mag., September, 2023
Detecting emerging frost crystals on leaf surfaces using microscopic imaging.
Comput. Electron. Agric., July, 2023
SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation.
IEEE Trans. Vis. Comput. Graph., 2023
MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine.
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CoRR, 2023
KDD 2023 Workshop on Data Science and AI for Sports.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Real-time route planning of unmanned aerial vehicles based on improved soft actor-critic algorithm.
Frontiers Neurorobotics, September, 2022
Interactive Visual Pattern Search on Graph Data via Graph Representation Learning.
IEEE Trans. Vis. Comput. Graph., 2022
Increased Risk of Suicide among Cancer Survivors Who Developed a Second Malignant Neoplasm.
Comput. Intell. Neurosci., 2022
Real-World Clone-Detection in Go.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022
2020
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models.
IEEE Trans. Neural Networks Learn. Syst., 2020
Improve Unsupervised Domain Adaptation with Mixup Training.
CoRR, 2020
2019
Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets.
CoRR, 2019
Designing an Effective Metric Learning Pipeline for Speaker Diarization.
Proceedings of the IEEE International Conference on Acoustics, 2019
Improved Deep Embeddings for Inferencing with Multi-Layered Graphs.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Data-Driven Representation Learning in Multimodal Feature Fusion.
PhD thesis, 2018
Optimizing Kernel Machines Using Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018
Improved Community Detection using Deep Embeddings from Multilayer Graphs.
CoRR, 2018
Attention Models with Random Features for Multi-layered Graph Embeddings.
CoRR, 2018
A Novel Incremental Dictionary Learning Method for Low Bit Rate Speech Streaming.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018
Triplet Network with Attention for Speaker Diarization.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
China's Wine Import Industry: An Economic Analysis of Influencing Trade Factors.
Proceedings of the Computer and Computing Technologies in Agriculture XI, 2017
Power dispatching asset management system based on RFID technology.
Proceedings of the 4th International Conference on Systems and Informatics, 2017
A deep learning approach to multiple kernel fusion.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Development of signal processing online labs using HTML5 and mobile platforms.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017
2016
Design and Application of Wuhan Ionospheric Oblique Backscattering Sounding System with the Addition of an Antenna Array (WIOBSS-AA).
Sensors, 2016
Auto-context modeling using multiple Kernel learning.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Consensus inference on mobile phone sensors for activity recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2013
Interactive tools for global sustainability and Earth systems: Sea level change and temperature.
Proceedings of the IEEE Frontiers in Education Conference, 2013
2010
Energy-Efficient Long-Reach Passive Optical Network: A Network Planning Approach Based on User Behaviors.
IEEE Syst. J., 2010
Long-reach optical access networks: A survey of research challenges, demonstrations, and bandwidth assignment mechanisms.
IEEE Commun. Surv. Tutorials, 2010
2009
Multi-thread polling: a dynamic bandwidth distribution scheme in long-reach PON.
IEEE J. Sel. Areas Commun., 2009
SLA-Aware Protocol for Efficient Tunable Laser Utilization to Support Incremental Upgrade in Long-Reach Passive Optical Networks.
JOCN, 2009
2007
Multi-Thread Polling: A Dynamic Bandwidth Distribution Scheme in Long-Reach PON.
Proceedings of the Global Communications Conference, 2007
2005
Load-balancing contention resolution in OBS networks based on GMPLS.
Int. J. High Perform. Comput. Netw., 2005