no code implementations • 26 Feb 2024 • Yanlong Peng, Zhigang Wang, Yisheng Zhang, Shengmin Zhang, Ming Chen
The RPSN incorporates a differentiable inverse kinematic algorithm and a neural network.
no code implementations • 21 Jan 2024 • Yihan Cang, Ming Chen, Yijin Pan, Zhaohui Yang, Ye Hu, Haijian Sun, Mingzhe Chen
By iteratively solving the primal problem and master problem, the optimal scheduling and resource allocation scheme is obtained.
no code implementations • 14 Dec 2023 • YiKai Liu, Tushar K. Ghosh, Guang Lin, Ming Chen
Biased enhanced sampling methods utilizing collective variables (CVs) are powerful tools for sampling conformational ensembles.
no code implementations • 11 Dec 2023 • Ruijie Hou, Zhaoyang Yang, Yu Ming, Hongyu Lu, Zhuobin Zheng, Yu Chen, Qinsong Zeng, Ming Chen
Deep neural networks (DNNs) that incorporated lifelong sequential modeling (LSM) have brought great success to recommendation systems in various social media platforms.
no code implementations • 16 Nov 2023 • Ming Chen, Yan Zhou, Weihua Jian, Pengfei Wan, Zhongyuan Wang
Though significant progress in human pose and shape recovery from monocular RGB images has been made in recent years, obtaining 3D human motion with high accuracy and temporal consistency from videos remains challenging.
1 code implementation • 15 Nov 2023 • Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
To address this challenge, in this paper, we propose a new LLM-based recommendation model called LC-Rec, which can better integrate language and collaborative semantics for recommender systems.
no code implementations • 3 Oct 2023 • YiKai Liu, Ming Chen, Guang Lin
Despite recent progress in data-driven backmapping approaches, devising a backmapping method that can be universally applied across various CG models and proteins remains unresolved.
no code implementations • 25 Sep 2023 • Yihan Cang, Ming Chen, Zhaohui Yang, Yuntao Hu, Yinlu Wang, Chongwen Huang, Zhaoyang Zhang
To solve this problem, an online low-complexity algorithm is proposed.
no code implementations • 21 Sep 2023 • Yihan Cang, Ming Chen, Zhaohui Yang, Yuntao Hu, Yinlu Wang, Zhaoyang Zhang, Kai-Kit Wong
Moreover, the closed-form optimal solution of the semantic extraction factor is derived.
no code implementations • 21 Jul 2023 • Ming Chen, Sareh Nabi, Marciano Siniscalchi
Contemporary real-world online ad auctions differ from canonical models [Edelman et al., 2007; Varian, 2009] in at least four ways: (1) values and click-through rates can depend upon users' search queries, but advertisers can only partially "tune" their bids to specific queries; (2) advertisers do not know the number, identity, and precise value distribution of competing bidders; (3) advertisers only receive partial, aggregated feedback, and (4) payment rules are only partially known to bidders.
no code implementations • 15 Jul 2023 • Yihan Cang, Ming Chen, Kaibin Huang
In this paper, we study joint batching and (task) scheduling to maximise the throughput (i. e., the number of completed tasks) under the practical assumptions of heterogeneous task arrivals and deadlines.
no code implementations • 14 Jul 2023 • Qi-Wei Wang, Hongyu Lu, Yu Chen, Da-Wei Zhou, De-Chuan Zhan, Ming Chen, Han-Jia Ye
The Click-Through Rate (CTR) prediction task is critical in industrial recommender systems, where models are usually deployed on dynamic streaming data in practical applications.
1 code implementation • 21 Mar 2023 • Jingyang Lin, Hang Hua, Ming Chen, Yikang Li, Jenhao Hsiao, Chiuman Ho, Jiebo Luo
We propose a new joint video and text summarization task.
Ranked #1 on Video Summarization on videoxum
no code implementations • 3 Dec 2022 • Bo Qin, Aixin Jia, Qiang Wang, Jianning Lu, Shuqin Pan, Haibo Wang, Ming Chen
This paper describes the submission of the RoyalFlush neural machine translation system for the WMT 2022 translation efficiency task.
no code implementations • 7 Nov 2022 • Yu Liu, Ming Chen, Cunhua Pan, Yijin Pan, Yinlu Wang, Yaoming Huang, Tianyang Cao, Jiangzhou Wang
The emerging reconfigurable intelligent surface (RIS) technology is promising for applications in the millimeter wave (mmWave) communication systems to effectively compensate for propagation loss or tackle the blockage issue.
no code implementations • 19 Oct 2022 • Qiang Wang, Xinhui Hu, Ming Chen
HRT achieves the state-of-the-art BLEU score of 28. 49 on the WMT En-De task and is at least 1. 5x faster than AT, regardless of batch size and device.
no code implementations • COLING 2022 • Qiang Wang, Rongxiang Weng, Ming Chen
Generally, kNN-MT borrows the off-the-shelf context representation in the translation task, e. g., the output of the last decoder layer, as the query vector of the retrieval task.
3 code implementations • 23 Aug 2022 • Ren Yang, Radu Timofte, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu Li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei LI, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Xin Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng
The homepage of this challenge is at https://github. com/RenYang-home/AIM22_CompressSR.
no code implementations • 17 Aug 2022 • Tesi Xiao, Xia Xiao, Ming Chen, Youlong Chen
However, most existing NAS-based works suffer from expensive computational costs, the curse of dimensionality of the search space, and the discrepancy between continuous search space and discrete candidate space.
no code implementations • 29 Jul 2022 • Jakub Rydzewski, Ming Chen, Tushar K. Ghosh, Omar Valsson
Despite routinely circumventing this issue using manifold learning to estimate CVs directly from standard simulations, such methods cannot provide mappings to a low-dimensional manifold from enhanced sampling simulations as the geometry and density of the learned manifold are biased.
no code implementations • 7 Jun 2022 • Yidong Du, Wenshuo Wang, Zhigang Wang, Hua Yang, Haitao Wang, Yinghao Cai, Ming Chen
The booming of electric vehicles demands efficient battery disassembly for recycling to be environment-friendly.
1 code implementation • 13 Apr 2022 • Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qin, Youlong Cheng, Yang You
Our experiments show that previous scaling rules fail in the training of CTR prediction neural networks.
no code implementations • 6 Apr 2022 • Xiuming Zhu, Cheng-Xiang Wang, Jie Huang, Ming Chen, Harald Haas
The visible light communication (VLC) technology has attracted much attention in the research of the sixth generation (6G) communication systems.
no code implementations • 17 Feb 2022 • Jialin Yu, Huogen Wang, Ming Chen
We improved an existing end-to-end polyp detection model with better average precision validated by different data sets with trivial cost on detection speed.
no code implementations • 18 Jan 2022 • Christian Bock, François-Xavier Aubet, Jan Gasthaus, Andrey Kan, Ming Chen, Laurent Callot
We propose r-ssGPFA, an unsupervised online anomaly detection model for uni- and multivariate time series building on the efficient state space formulation of Gaussian processes.
no code implementations • 7 Dec 2021 • Lin Guan, Xia Xiao, Ming Chen, Youlong Cheng
Inspired by gradient-based neural architecture search (NAS) and network pruning methods, people have tackled the NFS problem with Gating approach that inserts a set of differentiable binary gates to drop less informative features.
no code implementations • 28 Nov 2021 • Yu Liu, Sheng Hong, Cunhua Pan, Yinlu Wang, Yijin Pan, Ming Chen
Reconfigurable intelligent surface (RIS) is a promising technology for future millimeter-wave (mmWave) communication systems.
1 code implementation • 5 Apr 2021 • Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, YuanYuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen
Radiotherapy is a treatment where radiation is used to eliminate cancer cells.
no code implementations • 31 Jan 2021 • Chunyan Ji, Ming Chen, Bin Li, Yi Pan
We propose an approach of graph convolutional networks for robust infant cry classification.
no code implementations • 24 Dec 2020 • Yihan Cang, Ming Chen, Zhaohui Yang, Mingzhe Chen, Chongwen Huang
To meet the traffic and illumination demands of the ground users while minimizing the energy consumption of the UAVs, one must optimize UAV deployment, phase shift of RISs, user association and RIS association.
Information Theory Information Theory
no code implementations • 9 Nov 2020 • Cunhua Pan, Hong Ren, Kezhi Wang, Jonas Florentin Kolb, Maged Elkashlan, Ming Chen, Marco Di Renzo, Yang Hao, Jiangzhou Wang, A. Lee Swindlehurst, Xiaohu You, Lajos Hanzo
Reconfigurable intelligent surfaces (RISs) or intelligent reflecting surfaces (IRSs), are regarded as one of the most promising and revolutionizing techniques for enhancing the spectrum and/or energy efficiency of wireless systems.
1 code implementation • NeurIPS 2020 • Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
Most notably, GBP can deliver superior performance on a graph with over 60 million nodes and 1. 8 billion edges in less than half an hour on a single machine.
no code implementations • WMT (EMNLP) 2020 • Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie zhou, Sifan Liu, Hao Zhou
We participate in the WMT 2020 shared news translation task on Chinese to English.
no code implementations • 15 Sep 2020 • Luyang Kong, Lifan Chen, Ming Chen, Parminder Bhatia, Laurent Callot
Anomaly detectors are often designed to catch statistical anomalies.
no code implementations • 23 Jul 2020 • Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang
However, video captioning is a multimodal learning problem, and the video features have much redundancy between different time steps.
4 code implementations • ICML 2020 • Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, Yaliang Li
We propose the GCNII, an extension of the vanilla GCN model with two simple yet effective techniques: {\em Initial residual} and {\em Identity mapping}.
no code implementations • 3 Jun 2020 • Ping Li, Ming Chen, Yijie Mao, Zhaohui Yang, Bruno Clerckx, Mohammad Shikh-Bahaei
In this paper, we employ Cooperative Rate-Splitting (CRS) technique to enhance the Secrecy Sum Rate (SSR) for the Multiple Input Single Output (MISO) Broadcast Channel (BC), consisting of two legitimate users and one eavesdropper, with perfect Channel State Information (CSI) available at all nodes.
no code implementations • 21 May 2020 • Hui Long, Ming Chen, Zhaohui Yang, Bao Wang, Zhiyang Li, Xu Yun, Mohammad Shikh-Bahaei
This paper investigates the problem of secure energy efficiency maximization for a reconfigurable intelligent surface (RIS) assisted uplink wireless communication system, where an unmanned aerial vehicle (UAV) equipped with an RIS works as a mobile relay between the base station (BS) and a group of users.
no code implementations • 26 Feb 2020 • Xiangyu Zhao, Chong Wang, Ming Chen, Xudong Zheng, Xiaobing Liu, Jiliang Tang
Deep learning based recommender systems (DLRSs) often have embedding layers, which are utilized to lessen the dimensionality of categorical variables (e. g. user/item identifiers) and meaningfully transform them in the low-dimensional space.
no code implementations • IJCNLP 2019 • Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang
In this paper, we develop a novel Sparse Self-Attention Fine-tuning model (referred as SSAF) which integrates sparsity into self-attention mechanism to enhance the fine-tuning performance of BERT.
no code implementations • 28 Jul 2019 • Yunhe Gao, Rui Huang, Ming Chen, Zhe Wang, Jincheng Deng, YuanYuan Chen, Yiwei Yang, Jie Zhang, Chanjuan Tao, Hongsheng Li
In this paper, we propose an end-to-end deep neural network for solving the problem of imbalanced large and small organ segmentation in head and neck (HaN) CT images.
no code implementations • EMNLP 2018 • Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang
In this paper, we propose a novel deep attentive sentence ordering network (referred as ATTOrderNet) which integrates self-attention mechanism with LSTMs in the encoding of input sentences.
no code implementations • 21 May 2017 • Jing Zhang, Ming Chen
We introduce an active learning scheme that consists of a parametric CV learner based on deep neural network and a CV-based enhanced sampler.
1 code implementation • 1 Feb 2017 • Yijin Pan, Cunhua Pan, Huiling Zhu, Qasim Zeeshan Ahmed, Ming Chen, Jiangzhou Wang
Furthermore, an alternative group optimization (AGO) algorithm is proposed to solve the general case of the optimization problem.
Networking and Internet Architecture