2024
Demonstrating the Potential of Adaptive LMS Filtering on FPGA-Based Qubit Control Platforms for Improved Qubit Readout in 2D and 3D Quantum Processing Units.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024
2023
FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.
Proc. VLDB Endow., December, 2023
Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Adaptive client training scale orchestration for federated learning.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023
What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Cluster-Driven Adaptive Training Approach for Federated Learning.
Sensors, 2022
Role of actin filaments and cis binding in cadherin clustering and patterning.
PLoS Comput. Biol., 2022
SPICE Study of STDP Characteristics in a Drift and Diffusive Memristor-Based Synapse for Neuromorphic Computing.
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IEEE Access, 2022
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure.
Proceedings of the 2022 USENIX Annual Technical Conference, 2022
2021
Prediction of Wave Transmission Characteristics of Low-Crested Structures with Comprehensive Analysis of Machine Learning.
Sensors, 2021
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update.
Frontiers Comput. Neurosci., 2021
Reliability of Large Scale GPU Clusters for Deep Learning Workloads.
Proceedings of the Companion of The Web Conference 2021, 2021
2018
Stochastic Doubly Robust Gradient.
CoRR, 2018
2017
Morphological Transformation and Force Generation of Active Cytoskeletal Networks.
PLoS Comput. Biol., 2017
2014
Link Performance Abstraction for Interference-Aware Communications (IAC).
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014
2012
LTE-advanced modem design: challenges and perspectives.
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IEEE Commun. Mag., 2012
2010
Optimally balancing data and pilot power for adaptive MIMO-OFDM systems.
Phys. Commun., 2010
2009
Computational Analysis of Viscoelastic Properties of Crosslinked Actin Networks.
PLoS Comput. Biol., 2009
Joint transceiver design for DSTTD with low-complexity precoder and MMSE-OSIC.
IEICE Electron. Express, 2009
2008
A 110 dB, 3-mW fourth-order Σ-Δ modulator for atmospheric pressure sensor.
Proceedings of the 2008 IEEE International Symposium on System-on-Chip, 2008
2006
Balancing Pilot and Data Power for Adaptive MIMO-OFDM Systems.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
2005
Bayesian fusion of confidence measures for speech recognition.
IEEE Signal Process. Lett., 2005
Bayesian Confidence Scoring and Adaptation Techniques for Speech Recognition.
IEICE Trans. Commun., 2005
Speaker Adaptive Confidence Scoring Using Bayesian Combining.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Optimal pilot-to-data power ratio for MIMO-OFDM.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005
2004
Multi-code multicarrier CDMA: performance analysis.
Proceedings of IEEE International Conference on Communications, 2004
2003
Utterance verification under distributed detection and fusion framework.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
2002
Achieving Real-Time Lip Synch via SVM-Based Phoneme Classification and Lip Shape Refinement.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002
2000
Adaptive Pipelined Successive Interference Cancellation for a DS/CDMA System.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000
An effective acoustic modeling of names based on model induction.
Proceedings of the IEEE International Conference on Acoustics, 2000