Search Results - "Liang, Paul"

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  1. 1

    Gene therapy in the putamen for curing AADC deficiency and Parkinson's disease by Hwu, Paul Wuh‐Liang, Kiening, Karl, Anselm, Irina, Compton, David R, Nakajima, Takeshi, Opladen, Thomas, Pearl, Phillip L, Roubertie, Agathe, Roujeau, Thomas, Muramatsu, Shin‐ichi

    Published in EMBO molecular medicine (07-09-2021)
    “…This commentary provides an overview of the putamen as an established target site for gene therapy in treating aromatic l‐amino acid decarboxylase (AADC)…”
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    Journal Article
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    Deep Neural Network for Robust Modulation Classification Under Uncertain Noise Conditions by Hu, Shisheng, Pei, Yiyang, Liang, Paul Pu, Liang, Ying-Chang

    Published in IEEE transactions on vehicular technology (01-01-2020)
    “…Recently, classifying the modulation schemes of signals using deep neural network has received much attention. In this paper, we introduce a general model of…”
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    Journal Article
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    A Highly-Efficient Multi-Band Multi-Mode All-Digital Quadrature Transmitter by Hua Wang, Chun-Hsien Peng, Yaopei Chang, Huang, Richard Z., Chih-Wei Chang, Xin-Yu Shih, Chia-Jui Hsu, Liang, Paul C. P., Niknejad, Ali M., Chien, George, Chao Long Tsai, Hwang, H. C.

    “…A novel highly-efficient multi-band multi-mode all-digital quadrature transmitter is presented. In the transmitter, a switching-mode power amplifier (PA), also…”
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    Journal Article
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    A Distributed Oscillator Based All-Digital PLL With a 32-Phase Embedded Phase-to-Digital Converter by Takinami, K., Strandberg, R., Liang, P. C. P., Le Grand de Mercey, G., Wong, T., Hassibi, M.

    Published in IEEE journal of solid-state circuits (01-11-2011)
    “…This paper presents a wide-bandwidth, low-noise 4 GHz All-Digital PLL. It uses a rotary traveling wave oscillator (RTWO) as the oscillator core. By using…”
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    Journal Article
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    Label-Assisted Transmission for Short Packet Communications: A Machine Learning Approach by Zhang, Qianqian, Liang, Paul Pu, Huang, Yu-Di, Pei, Yiyang, Liang, Ying-Chang

    Published in IEEE transactions on vehicular technology (01-09-2018)
    “…Short packet communications (SPC) will play an important role in future Internet-of-Things networks. Conventional pilot-assisted transmission (PAT) needs…”
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    Journal Article
  9. 9

    A Machine Learning Approach to MIMO Communications by Huang, Yu-Di, Liang, Paul Pu, Zhang, Qianqian, Liang, Ying-Chang

    “…Inspired by the phenomenon that the received signals naturally form clusters, we propose a novel machine learning framework to design multi-input multi-output…”
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    Conference Proceeding
  10. 10

    Robust Modulation Classification under Uncertain Noise Condition Using Recurrent Neural Network by Shisheng Hu, Yiyang Pei, Pu Liang, Paul, Ying-Chang Liang

    “…Modulation classification using deep neural networks has recently received increasing attention due to its capability in learning rich features of data. In…”
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    Conference Proceeding
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    Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning by Qu, Liangqiong, Zhou, Yuyin, Liang, Paul Pu, Xia, Yingda, Wang, Feifei, Adeli, Ehsan, Fei-Fei, Li, Rubin, Daniel

    “…Federated learning is an emerging research paradigm enabling collaborative training of machine learning models among different organizations while keeping data…”
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    Conference Proceeding Journal Article
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    A highly-efficient multi-band multi-mode digital quadrature transmitter with 2D pre-distortion by Hua Wang, Peng, C.-H, Chao Lu, Yaopei Chang, Huang, Richard, Chang, Andy, Shih, Genie, Hsu, Ray, Liang, Paul C. P., SangWon Son, Niknejad, Ali, Chien, George, Tsai, C. L., Hwang, H. C.

    “…A novel highly-efficient multi-band multi-mode all digital quadrature transmitter is presented. The all digital transmitter uses in-phase (I) codeword and…”
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    Conference Proceeding
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    Foundations of Multimodal Co-learning by Zadeh, Amir, Liang, Paul Pu, Morency, Louis-Philippe

    Published in Information fusion (01-12-2020)
    “…•Introduction and studies of Multimodal Co-learning (MCl).•MCl is better for unimodal downstream than unimodal learning.•MCl entails modalities learn mapping…”
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    Journal Article
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    Effect of reducing sample volume on the detection of drugs in urine by transmission mode direct analysis in real time mass spectrometry by Liang, Paul, Li, Frederick, Laramee, Brittany, Musselman, Brian

    Published in Rapid communications in mass spectrometry (01-04-2021)
    “…Rationale Matrix interference attributed to urea and other nitrogenous substances in unprocessed urine is significant. In this study desorption ionization of…”
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    Journal Article
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    Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP by Palit, Vedant, Pandey, Rohan, Arora, Aryaman, Liang, Paul Pu

    “…Mechanistic interpretability seeks to understand the neural mechanisms that enable specific behaviors in Large Language Models (LLMs) by leveraging…”
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    Conference Proceeding
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    Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence by Zadeh, Amir, Chan, Michael, Liang, Paul Pu, Tong, Edmund, Morency, Louis-Philippe

    “…As intelligent systems increasingly blend into our everyday life, artificial social intelligence becomes a prominent area of research. Intelligent systems must…”
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    Conference Proceeding
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    Late onset of symptoms in an atypical patient with the cblJ inborn error of vitamin B12 metabolism: Diagnosis and novel mutation revealed by exome sequencing by Kim, Jaeseung C., Lee, Ni-Chung, Hwu, Paul Wuh-Liang, Chien, Yin-Hsiu, Fahiminiya, Somayyeh, Majewski, Jacek, Watkins, David, Rosenblatt, David S.

    Published in Molecular genetics and metabolism (01-12-2012)
    “…Inborn errors of vitamin B12 (cobalamin) metabolism are characterized by decreased production of active cobalamin cofactors and subsequent deficiencies in the…”
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    Journal Article
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    Vibration transfer path analysis on fender noise control by Liang, Paul

    “…The fender is one of the major noise radiators in motorcycles. The source of the fender noise comes primarily from the engine vibration through the vehicle…”
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    Journal Article
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    Face-to-Face Contrastive Learning for Social Intelligence Question-Answering by Wilf, Alex, Ma, Martin Q., Liang, Paul Pu, Zadeh, Amir, Morency, Louis-Philippe

    “…Creating artificial social intelligence - algorithms that can understand the nuances of multi-person interactions - is an exciting and emerging challenge in…”
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    Conference Proceeding
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    High‐throughput quantification of drugs of abuse in biofluids via 96‐solid‐phase microextraction–transmission mode and direct analysis in real time mass spectrometry by Vasiljevic, Tijana, Gómez‐Ríos, Germán Augusto, Li, Frederick, Liang, Paul, Pawliszyn, Janusz

    Published in Rapid communications in mass spectrometry (30-09-2019)
    “…Rationale The workload of clinical laboratories has been steadily increasing over the last few years. High‐throughput (HT) sample processing allows scientists…”
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    Journal Article