2024
DeepIC+: Learning Codes for Interference Channels.
IEEE Trans. Wirel. Commun., April, 2024
Neural Distributed Source Coding.
IEEE J. Sel. Areas Inf. Theory, 2024
Neural Cover Selection for Image Steganography.
CoRR, 2024
Generating High Dimensional User-Specific Wireless Channels using Diffusion Models.
CoRR, 2024
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models.
CoRR, 2024
Local to Global: Learning Dynamics and Effect of Initialization for Transformers.
CoRR, 2024
LIGHTCODE: Light Analytical and Neural Codes for Channels with Feedback.
CoRR, 2024
Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains.
CoRR, 2024
Estimation of Rate- Distortion Function for Computing with Decoder Side Information.
Proceedings of the IEEE International Symposium on Information Theory, 2024
LASER: Linear Compression in Wireless Distributed Optimization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Clustered Federated Learning via Gradient-based Partitioning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Deep Learning-Based Autodetection of 5G NR mm Wave Waveforms.
Proceedings of the IEEE International Conference on Communications, 2024
Deep Learning-Based mmWave Beam Alignment with Only Pilot Channel Measurements.
Proceedings of the IEEE International Conference on Communications, 2024
2023
Linear Coding for AWGN Channels With Noisy Output Feedback via Dynamic Programming.
IEEE Trans. Inf. Theory, August, 2023
Task-aware Distributed Source Coding under Dynamic Bandwidth.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Compressed Error HARQ: Feedback Communication on Noise-Asymmetric Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2023
Interpreting Neural Min-Sum Decoders.
Proceedings of the IEEE International Conference on Communications, 2023
2022
Inventing Codes for Channels With Active Feedback via Deep Learning.
IEEE J. Sel. Areas Inf. Theory, September, 2022
A High-Throughput Depth Estimation Processor for Accurate Semiglobal Stereo Matching Using Pipelined Inter-Pixel Aggregation.
IEEE Trans. Circuits Syst. Video Technol., 2022
Neural Augmented Min-Sum Decoding of Short Block Codes for Fading Channels.
CoRR, 2022
TinyTurbo: Efficient Turbo Decoders on Edge.
Proceedings of the IEEE International Symposium on Information Theory, 2022
Turbo Autoencoder with a Trainable Interleaver.
Proceedings of the IEEE International Conference on Communications, 2022
Learning Variable-Rate Codes for CSI Feedback.
Proceedings of the IEEE Global Communications Conference, 2022
M3FPU: Multiformat Matrix Multiplication FPU Architectures for Neural Network Computations.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
Understanding the Negative Aspects of User Experience in Human-likeness of Voice-based Conversational Agents.
Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022
2021
Neural Distributed Source Coding.
CoRR, 2021
Gaussian Channels with Feedback: A Dynamic Programming Approach.
CoRR, 2021
A Channel Coding Benchmark for Meta-Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Distributed Interference Alignment for K-user Interference Channels via Deep Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2021
Live Demonstration: A Neural Processor for AI Acceleration.
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Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
DeepIC: Coding for Interference Channels via Deep Learning.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Physical Layer Communication via Deep Learning.
IEEE J. Sel. Areas Inf. Theory, 2020
Deepcode: Feedback Codes via Deep Learning.
IEEE J. Sel. Areas Inf. Theory, 2020
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks.
IEEE J. Sel. Areas Inf. Theory, 2020
Deepcode and Modulo-SK are Designed for Different Settings.
CoRR, 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.
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CoRR, 2020
Joint Channel Coding and Modulation via Deep Learning.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
BRP-NAS: Prediction-based NAS using GCNs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Stealth UAV through Coandă Effect.
Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.
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Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
HAPI: Hardware-Aware Progressive Inference.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Feedback Turbo Autoencoder.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Codesign-NAS: Automatic FPGA/CNN Codesign Using Neural Architecture Search.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
Journey Towards Tiny Perceptual Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Understanding Differences between Heavy Users and Light Users in Difficulties with Voice User Interfaces.
Proceedings of the 2nd Conference on Conversational User Interfaces, 2020
2019
DEEPTURBO: Deep Turbo Decoder.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
MIND: Model Independent Neural Decoder.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Scam Detection Assistant: Automated Protection from Scammers.
Proceedings of the First International Conference on Societal Automation, 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Efficient Neural Network Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Finding contextual meaning of the wake word.
Proceedings of the 1st International Conference on Conversational User Interfaces, 2019
2018
A Framework for Fast and Efficient Neural Network Compression.
CoRR, 2018
Automatic Rank Selection for High-Speed Convolutional Neural Network.
CoRR, 2018
Communication Algorithms via Deep Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018
Dyadic Stance in Natural Language Communication with a Teachable Robot.
Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
Real-time depth map processor for offset aperture based single camera system.
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Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
2017
Discovering Potential Correlations via Hypercontractivity.
Entropy, 2017
2016
Superposition Coding Is Almost Always Optimal for the Poisson Broadcast Channel.
IEEE Trans. Inf. Theory, 2016
Capacity Theorems for Broadcast Channels With Two Channel State Components Known at the Receivers.
IEEE Trans. Inf. Theory, 2016
On the optimality of randomized time division and superposition coding for the broadcast channel.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016
2015
A Note on the Broadcast Channel With Stale State Information at the Transmitter.
IEEE Trans. Inf. Theory, 2015
Distributed CRC Architecture for High-Radix Parallel Turbo Decoding in LTE-Advanced Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2015
2014
Capacity region of the broadcast channel with two deterministic channel state components.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
A Note on Broadcast Channels with Stale State Information at the Transmitter.
CoRR, 2013
2010
Greedy Local Routing Strategy for Autonomous Global Load Balancing Based on Three-Dimensional Potential Field.
IEEE Commun. Lett., 2010