Search Results - "Ma, Xiyao"

Statistical learning for semantic parsing: A survey by Zhu, Qile, Ma, Xiyao, Li, Xiaolin

“…A long-term goal of Artificial Intelligence (AI) is to provide machines with the capability of understanding natural language. Understanding natural language…”
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FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants by Hu, Qian, Mohamed, Thahir, Xiao, Wei, Ma, Xiyao, Gao, Xibin, Gao, Zheng, Arava, Radhika, AbdelHady, Mohamed

“…Intelligent personal assistants (IPAs) such as Amazon Alexa, Google Assistant and Apple Siri extend their built-in capabilities by supporting voice apps…”
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Initial experience in the treatment of lower extremity arterial occlusive disease using a universal vascular interventional surgery robotic system by Dai, Huanyu, Lai, Zhichao, Liu, Shiqi, Shao, Jiang, Li, Kang, Wang, Chaonan, Kong, Deqiang, Xie, Xiaoliang, Zhou, Xiaohu, Feng, Zhenqiu, Ma, Xiyao, Liu, Bao, Hou, Zengguang

“…Background: This study aims to report the treatment process and results of the first officially published robotic peripheral vascular interventional surgery…”
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Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning by Yuan, Xiaoyong, Ma, Xiyao, Zhang, Lan, Fang, Yuguang, Wu, Dapeng

“…Federated learning (FL) enables multiple clients to collaboratively build a global learning model without sharing their own raw data for privacy protection…”
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Communication-Efficient and Attack-Resistant Federated Edge Learning With Dataset Distillation by Zhou, Yanlin, Ma, Xiyao, Wu, Dapeng, Li, Xiaolin

“…Federated Edge Learning considers a large amount of distributed edge nodes collectively train a global gradient-based model for edge computing in the…”
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SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels by Zhang, Bo, Lai, Zhichao, Liu, Shiqi, Xie, Xiaoliang, Zhou, Xiaohu, Hou, Zengguang, Ma, Xiyao, Liu, Bao, Li, Kang, Song, Meng

“…Accurate preoperative measurement of abdominal aortic aneurysms (AAAs) and associated vascular structures is indispensable for surgical planning. However, the…”
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Contrastive Knowledge Graph Attention Network for Request-Based Recipe Recommendation by Ma, Xiyao, Gao, Zheng, Hu, Qian, Abdelhady, Mohamed

“…To improve daily customer experience, kitchen assistant becomes one of the enabled service in intelligent voice assistants, presenting personalized and…”
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Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning by Zhou, Yanlin, Lu, Fan, Pu, George, Ma, Xiyao, Sun, Runhan, Chen, Hsi-Yuan, Li, Xiaolin

“…We propose a deep reinforcement learning (DRL) methodology for the tracking, obstacle avoidance, and formation control of nonholonomic robots. By separating…”
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Contrastive Co-training for Diversified Recommendation by Ma, Xiyao, Hu, Qian, Gao, Zheng, AbdelHady, Mohamed

“…Beyond accuracy, diversity has become a crucial factor to evaluate a recommendation system as higher diversity helps mitigate echo chamber issue and improve…”
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HCL: Hybrid Contrastive Learning for Graph-based Recommendation by Ma, Xiyao, Gao, Zheng, Hu, Qian, AbdelHady, Mohamed

“…Graph-based collaborative filtering for recommendation has attracted great attention recently, due to its effectiveness of capturing high-order proximity among…”
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MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning by Li, Yichuan, Ma, Xiyao, Lu, Sixing, Lee, Kyumin, Liu, Xiaohu, Guo, Chenlei

“…Large Language models (LLMs) have demonstrated impressive in-context learning (ICL) capabilities, where a LLM makes predictions for a given test input together…”
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Distilled One-Shot Federated Learning by Zhou, Yanlin, Pu, George, Ma, Xiyao, Li, Xiaolin, Wu, Dapeng

“…Current federated learning algorithms take tens of communication rounds transmitting unwieldy model weights under ideal circumstances and hundreds when data is…”
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Asking Complex Questions with Multi-hop Answer-focused Reasoning by Ma, Xiyao, Zhu, Qile, Zhou, Yanlin, Li, Xiaolin, Wu, Dapeng

“…Asking questions from natural language text has attracted increasing attention recently, and several schemes have been proposed with promising results by…”
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Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring by Ma, Xiyao, Zhu, Qile, Zhou, Yanlin, Li, Xiaolin, Wu, Dapeng

“…Taking an answer and its context as input, sequence-to-sequence models have made considerable progress on question generation. However, we observe that these…”
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A Batch Normalized Inference Network Keeps the KL Vanishing Away by Zhu, Qile, Su, Jianlin, Bi, Wei, Liu, Xiaojiang, Ma, Xiyao, Li, Xiaolin, Wu, Dapeng

“…Variational Autoencoder (VAE) is widely used as a generative model to approximate a model's posterior on latent variables by combining the amortized…”
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Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning by Zhou, Yanlin, Lu, Fan, Pu, George, Ma, Xiyao, Sun, Runhan, Chen, Hsi-Yuan, Li, Xiaolin, Wu, Dapeng

“…IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019) We propose a deep reinforcement learning (DRL) methodology for the tracking,…”
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