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Viewing Publication 1 - 100 from 745

2023

PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoTFang Dong 0001, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo. jsa, 134:102754, 2023. [doi]

DiffuSum: Generation Enhanced Extractive Summarization with DiffusionHaopeng Zhang 0011, Xiao Liu, Jiawei Zhang. acl 2023: 13089-13100 [doi]

Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention networkXin Wang 0114, Xiao Liu, Hao Wu 0010, Jin Liu, Xiaomei Chen, Zhou Xu 0003. www, 26(4):1295-1322, July 2023. [doi]

IMperm: a fast and comprehensive IMmune Paired-End Reads Merger for sequencing dataWei Zhang 0178, Jia Ju, Yong Zhou, Teng Xiong, MengYao Wang, Chaohui Li, Shixin Lu, Zefeng Lu, Liya Lin, Xiao Liu, Shuaicheng Li 0001. bib, 24(2), March 2023. [doi]

NRAND: An efficient and robust dismantling approach for infectious disease networkMuhammad Usman Akhtar, Jin Liu 0016, Xiao Liu, Sheeraz Ahmed, Xiaohui Cui. ipm, 60(2):103221, 2023. [doi]

A Neural Stimulator with 11.4 V Voltage-Compliance Realized in a $0.18-\mu\mathrm{m}$ 3.3 V CMOS TechnologyLiwei Cao, Xiao Liu. iscas 2023: 1-5 [doi]

Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy GradientWubing Chen, Wenbin Li, Xiao Liu, Shangdong Yang, Yang Gao. AAAI 2023: 11542-11550 [doi]

An optimized method for variational autoencoders based on Gaussian cloud modelJin Dai, Qiuyan Guo, Guoyin Wang, Xiao Liu, Zhifang Zheng. isci, 645:119358, October 2023. [doi]

Aerosol Retrieval Study from a Particulate Observing Scanning Polarimeter Onboard Gao-Fen 5B without Prior Surface Knowledge, Based on the Optimal Estimation MethodYizhe Fan, Xiaobing Sun, Rufang Ti, Honglian Huang, Xiao Liu, Haixiao Yu. remotesensing, 15(2):385, January 2023. [doi]

Privacy-preserving mobile crowd sensing task assignment with Stackelberg gameYanming Fu, Bocheng Huang, Xiao Liu, Jiayuan Chen, Shenglin Lu. cn, 234:109917, October 2023. [doi]

Improving Adversarial Transferability with Heuristic Random TransformationBowen Guo, Qianmu Li, Xiao Liu. cscwd 2023: 35-40 [doi]

GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph LearnerZhenyu Hou, Yufei He, Yukuo Cen, Xiao Liu, Yuxiao Dong, Evgeny Kharlamov, Jie Tang 0001. WWW 2023: 737-746 [doi]

CasaPuNet: Channel Affine Self-Attention- Based Progressively Updated Network for Real Image DenoisingJie Huang, Xiao Liu, Yizhong Pan, Xiaohai He, Chao Ren 0002. tii, 19(8):9145-9156, August 2023. [doi]

Introduction to the Special Issue on Design and Data Science Research in HealthcareGondy Leroy, Bengisu Tulu, Xiao Liu. tmis, 14(2), June 2023. [doi]

A first look at bug report templates on GitHubHongyan Li, Meng Yan 0001, Weifeng Sun, Xiao Liu, Yunsong Wu. jss, 202:111709, August 2023. [doi]

A static video summarization approach via block-based self-motivated visual attention scoring mechanismWen-lin Li, Tong Zhang 0015, Xiao Liu. mlc, 14(9):2991-3002, September 2023. [doi]

PROD: Progressive Distillation for Dense RetrievalZhenghao Lin, Yeyun Gong, Xiao Liu, Hang Zhang, Chen Lin, Anlei Dong, Jian Jiao 0007, Jingwen Lu, Daxin Jiang, Rangan Majumder, Nan Duan. WWW 2023: 3299-3308 [doi]

Dual-Task Network for Road Extraction From High-Resolution Remote Sensing ImagesYuzhun Lin, Fei Jin, Dandi Wang, Shuxiang Wang, Xiao Liu. staeors, 16:66-78, 2023. [doi]

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeXiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao 0001. acl 2023: 9009-9022 [doi]

A Lightweight Convolutional Neural Network for Atrial Fibrillation Detection Using Dual-Channel Binary Features from Single-Lead Short ECGJiahao Liu, Xiao Liu, Liang Zhou, Liang Chang 0002, Jun Zhou 0017. aicas 2023: 1-5 [doi]

Self-Supervised Learning: Generative or ContrastiveXiao Liu, Fanjin Zhang, Zhenyu Hou, Li Mian, Zhaoyu Wang 0001, Jing Zhang 0001, Jie Tang 0001. tkde, 35(1):857-876, 2023. [doi]

Optimal Coordination for Multiple Network-Constrained VPPs via Multi-Agent Deep Reinforcement LearningXiao Liu, Sinan Li, Jianguo Zhu 0001. tsg, 14(4):3016-3031, July 2023. [doi]

Prediction of prokaryotic and eukaryotic promoters based on information-theoretic featuresXiao Liu, Li Teng, Yachuan Luo, Yuqiao Xu. biosystems, 231:104979, September 2023. [doi]

BTMF-GAN: A multi-modal MRI fusion generative adversarial network for brain tumorsXiao Liu, Hongyi Chen, Chong Yao, Rui Xiang, Kun Zhou, Peng Du, Weifan Liu, Jie Liu, Zekuan Yu. cbm, 157:106769, May 2023. [doi]

Inverse Models for Estimating the Initial Condition of Spatio-Temporal Advection-Diffusion ProcessesXiao Liu, Kyongmin Yeo. technometrics, 65(3):432-445, July 2023. [doi]

AMFlow: A Mathematica package for Feynman integrals computation via auxiliary mass flowXiao Liu, Yan-Qing Ma. cphysics, 283:108565, 2023. [doi]

Contributions to high accuracy snapshot GNSS positioningXiao Liu. PhD thesis, Polytechnic University of Catalonia, Spain, 2023. [doi]

Deafness gene screening based on a multilevel cascaded BPNN modelXiao Liu, Li Teng, Wenqi Zuo, Shixun Zhong, Yuqiao Xu, Jing Sun. bmcbi, 24(1):56, December 2023. [doi]

Disentangled Hypergraph Collaborative Filtering for Social RecommendationXiao Liu, Shunmei Meng, Qianmu Li, Xiaolong Xu, Lianyong Qi, Wanchun Dou, Jing Zhang, Xuyun Zhang. icws 2023: 475-482 [doi]

3FitRec: A Multi-level Deep Learning ApproachXiao Liu, Bonan Gao, Basem Suleiman, Han You, Zisu Ma, Yu Liu, Ali Anaissi. tkdd, 17(6), July 2023. [doi]

A Novel Student Achievement Prediction Method Based on Deep Learning and Attention MechanismYu Liu, Yanchuan Hui, Dongxu Hou, Xiao Liu. access, 11:87245-87255, 2023. [doi]

WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human PreferencesXiao Liu, Hanyu Lai, Hao Yu, Yifan Xu, Aohan Zeng, Zhengxiao Du, Peng Zhang, Yuxiao Dong, Jie Tang. kdd 2023: 4549-4560 [doi]

OAG$_{\mathrm {know}}$ know : Self-Supervised Learning for Linking Knowledge GraphsXiao Liu, Li Mian, Yuxiao Dong, Fanjin Zhang, Jing Zhang, Jie Tang 0001, Peng Zhang, Jibing Gong, Kuansan Wang. tkde, 35(2):1895-1908, 2023. [doi]

Hierarchical conversation flow transition and reasoning for conversational machine comprehensionXiao Liu, Min Yang, Ziyu Lyu, Dongding Lin, Piji Li, Ruifeng Xu. nca, 35(3):2413-2428, 2023. [doi]

Random Walk on Multiple NetworksDongsheng Luo, Yuchen Bian, Yaowei Yan, Xiong Bill Yu, Jun Huan, Xiao Liu, Xiang Zhang. tkde, 35(8):8417-8430, August 2023. [doi]

ViSA: Visual and Semantic Alignment for Robust Scene Text RecognitionZhenru Pan, Zhilong Ji, Xiao Liu, Jinfeng Bai, Cheng-Lin Liu. icdar 2023: 223-242 [doi]

Diffusion Models for Causal Discovery via Topological OrderingPedro Sanchez, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris. iclr 2023: [doi]

An Electrode-Impedance-Aware Neurostimulator ASIC That Achieves Low-Power Consumption and Fast Charge BalancingYawen Shi, Xiao Liu. iscas 2023: 1-5 [doi]

Boosting Event Extraction with Denoised Structure-to-Text AugmentationBo Wang, Heyan Huang, Xiaochi Wei, Ge Shi 0002, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang Wang, Dawei Yin. acl 2023: 11267-11281 [doi]

Study on Influencing Factors of the Information Content of Satellite Remote-Sensing Aerosol Vertical Profiles Using Oxygen A-BandYuxuan Wang, Xiaobing Sun, Honglian Huang, Rufang Ti, Xiao Liu, Yizhe Fan. remotesensing, 15(4):948, February 2023. [doi]

Unsupervised Dense Retrieval Training with Web AnchorsYiqing Xie, Xiao Liu, Chenyan Xiong. sigir 2023: 2476-2480 [doi]

JXPAMG: a parallel algebraic multigrid solver for extreme-scale numerical simulationsXiaowen Xu, Xiaoqiang Yue, Runzhang Mao, Yuntong Deng, Silu Huang, Haifeng Zou, Xiao Liu, Shaoliang Hu, Chunsheng Feng, Shi Shu, Zeyao Mo. ccfthpc, 5(1):72-83, March 2023. [doi]

Optimal active lifetime investmentLin Xu, Linlin Wang, Xiao Liu, Hao Wang. ijcon, 96(1):48-57, 2023. [doi]

Responses of GNSS ZTD Variations to ENSO Events and Prediction Model Based on FFT-LSTMETengli Yu, Ershen Wang, Shuanggen Jin, Yong Wang, Jing Huang, Xiao Liu, Wei Zhan. tgrs, 61:1-17, 2023. [doi]

A Novel Cost-Aware Data Placement Strategy for Edge-Cloud Collaborative Smart SystemsYifei Zhang, Jia Xu, Xiao Liu, Wuzhen Pan, Xuejun Li. IEEEcloud 2023: 450-456 [doi]

An Alternative Hard-Parameter Sharing Paradigm for Multi-Domain LearningLijun Zhang, Qizheng Yang, Xiao Liu, Hui Guan. access, 11:10440-10452, 2023. [doi]

DBSDS: A dual-blockchain security data sharing model with supervision and privacy-protectionYuqing Zhang, Zhaofeng Ma, Shoushan Luo, Shushuang Wang, Pengfei Duan, Xiao Liu. concurrency, 35(21), 2023. [doi]

OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge GraphsFanjin Zhang, Xiao Liu, Jie Tang 0001, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Evgeny Kharlamov, Bin Shao, Rui Li, Kuansan Wang. tkde, 35(9):9225-9239, September 2023. [doi]

Extended Abstract of Graph4Web: A Relation-Aware Graph Attention Network for Web Service ClassificationKunsong Zhao, Jin Liu, Zhou Xu 0003, Xiao Liu, Lei Xue, Zhiwen Xie, Yuxuan Zhou, Xin Wang. WCRE 2023: 850 [doi]

2022

IELM: An Open Information Extraction Benchmark for Pre-Trained Language ModelsChenguang Wang 0001, Xiao Liu, Dawn Song. emnlp 2022: 8417-8437 [doi]

Knowledge-aware Graph Attention Network with Distributed & Cross Learning for Collaborative RecommendationYang Dai, Shunmei Meng, Qiyan Liu, Xiao Liu. bdcloud 2022: 294-301 [doi]

TransMVSNet: Global Context-aware Multi-view Stereo Network with TransformersYikang Ding, Wentao Yuan, Qingtian Zhu, Haotian Zhang, Xiangyue Liu, Yuanjiang Wang, Xiao Liu. cvpr 2022: 8575-8584 [doi]

Continuous Authentication for UAV Delivery Systems Under Zero-Trust Security FrameworkChengzu Dong, Frank Jiang 0001, Shiping Chen, Xiao Liu. edge 2022: 123-132 [doi]

GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang 0001. acl 2022: 320-335 [doi]

Applying Disentanglement in the Medical Domain: An Introduction for the MAD WorkshopJana Fragemann, Xiao Liu, Jianning Li, Sotirios A. Tsaftaris, Jan Egger, Jens Kleesiek. miccai 2023: 3-11 [doi]

The Integrated Model Based on Big Data for Wearable Service Quality TrustZhongwei Gu, Hongwei Ma, Xiao Liu. hci 2022: 211-219 [doi]

Short-Video Marketing in E-commerce: Analyzing and Predicting Consumer ResponseYutong Guo, Chao Ban, Xiao Liu, Khim-Yong Goh, Xixian Peng, Jiang Yang, Xiaobo Li. icis 2022: [doi]

GraphMAE: Self-Supervised Masked Graph AutoencodersZhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang 0001. kdd 2022: 594-604 [doi]

Dual-Channel Evidence Fusion for Fact Verification over Texts and TablesNan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng. naacl 2022: 5232-5242 [doi]

When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression RecognitionBohan Li, Ye Yuan, Dingkang Liang, Xiao Liu, Zhilong Ji, Jinfeng Bai, Wenyu Liu 0001, Xiang Bai. eccv 2022: 197-214 [doi]

FuzzBoost: Reinforcement Compiler FuzzingXiaoting Li, Xiao Liu, Lingwei Chen, Rupesh Prajapati, Dinghao Wu. icics 2022: 359-375 [doi]

A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge ComputingXuejun Li, Tianxiang Chen, Dong Yuan, Jia Xu 0010, Xiao Liu. services 2022: 16 [doi]

All-In-One Image Restoration for Unknown CorruptionBoyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv 0001, Xi Peng 0001. cvpr 2022: 17431-17441 [doi]

Gzippo: Highly-Compact Processing-in-Memory Graph Accelerator Alleviating Sparsity and RedundancyXing Li, Rachata Ausavarungnirun, Xiao Liu, Xueyuan Liu, Xuan Zhang, Heng Lu, Zhuoran Song, Naifeng Jing, Xiaoyao Liang. iccad 2022: 115 [doi]

SelfKG: Self-Supervised Entity Alignment in Knowledge GraphsXiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang 0001. WWW 2022: 860-870 [doi]

Design of WeChat Guide System in Exhibition VenuesXiao Liu, Kaixi Ke, Yuan Gao, Pengcheng Huang, Xia Wang. hci 2022: 335-346 [doi]

Improving Language Learning by an Interact-to-Learn Desktop VR Application: A Case Study with PeintureXiao Liu, Shuwei Zhang, Tao Xu, Yun Zhou. vr 2022: 267-270 [doi]

An Optimized Key-Value Raft Algorithm for Satisfying Linearizable ConsistencyXiao Liu, Zhao Huang, Quan Wang 0006, Nan Luo. nana 2022: 522-527 [doi]

An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer visionXiao Liu, Alan F. Smeaton, Alessandra Mileo. bigdataconf 2022: 4021-4027 [doi]

Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical QueriesXiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu 0014, Yuxiao Dong, Jie Tang. kdd 2022: 1120-1130 [doi]

vMFNet: Compositionality Meets Domain-Generalised SegmentationXiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris. miccai 2022: 704-714 [doi]

Mitigating Cache Contention-Based Attacks by Logical AssociativityXiao Liu, Mark Zwolinski. prime 2022: 229-232 [doi]

HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual InformationXiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris. miccai 2023: 15-21 [doi]

Optimal Sensor Placement for Atmospheric Inverse ModellingXinchao Liu, Kyongmin Yeo, Levente J. Klein, Youngdeok Hwang, Dzung Phan, Xiao Liu. bigdataconf 2022: 4848-4853 [doi]

Application of prototypical networks in microbiome-based disease predictionXiao Liu, Lei Xiao, Li Deng. iscsic 2022: 45-49 [doi]

P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du, Zhilin Yang, Jie Tang 0001. acl 2022: 61-68 [doi]

Comprehensive evaluation of end-point free energy techniques in carboxylated-pillar[6]arene host-guest binding: II. regression and dielectric constantXiao Liu, Lei Zheng, Yalong Cong, Zhihao Gong, Zhixiang Yin, John Z. H. Zhang, Zhirong Liu, Zhaoxi Sun. jcamd, 36(12):879-894, 2022. [doi]

Exploring the Internet of Things sequence-structure detection and supertask network generation of temporal-spatial-based graph convolutional neural networkXiao Liu, De-yu Qi, Wen-lin Li, Hao-tong Zhang. tjs, 78(4):5029-5049, 2022. [doi]

A LTCC-Based Ku-Band 8-Channel T/R Module Integrated with Drive Amplification and 7-Bit True-Time-DelayXiao Liu, Qinghua Zeng, Zhengzhi Ding, Haitao Xu 0001. sensors, 22(17):6568, 2022. [doi]

Robust Melody Track Identification in Symbolic MusicXichu Ma, Xiao Liu, Bowen Zhang, Ye Wang. ismir 2022: 842-849 [doi]

MegBA: A GPU-Based Distributed Library for Large-Scale Bundle AdjustmentJie Ren, Wenteng Liang, Ran Yan, Luo Mai, Shiwen Liu, Xiao Liu. eccv 2022: 715-731 [doi]

What is Healthy? Generative Counterfactual Diffusion for Lesion LocalizationPedro Sanchez, Antanas Kascenas, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris. miccai 2022: 34-44 [doi]

Retrieval-based Spatially Adaptive Normalization for Semantic Image SynthesisYupeng Shi, Xiao Liu, Yuxiang Wei 0001, Zhongqin Wu, Wangmeng Zuo. cvpr 2022: 11214-11223 [doi]

What Should Streamers Communicate in Livestream E-Commerce? The Effects of Social Interactions on Live Streaming PerformanceDanyang Song, Xi Chen, Zhiling Guo, Xiao Liu, Ruijin Jin. icis 2022: [doi]

Why Patient Data Cannot Be Easily Forgotten?Ruolin Su, Xiao Liu, Sotirios A. Tsaftaris. miccai 2022: 632-641 [doi]

Deep Point Cloud Normal Estimation via Triplet Learning (Demonstration)Weijia Wang, Xuequan Lu, Dasith de Silva Edirimuni, Xiao Liu, Antonio Robles-Kelly. icmcs 2022: 1 [doi]

VR4HcRE: Virtual Reality Platform for Human-centric Requirements ElicitationYi Wang, Xiao Liu, Ben Cheng, Chetan Arora 0002, Thuong N. Hoang. ismar 2022: 788-793 [doi]

DeepStruct: Pretraining of Language Models for Structure PredictionChenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang 0001, Dawn Song. acl 2022: 803-823 [doi]

Deep Point Cloud Normal Estimation Via Triplet LearningWeijia Wang, Xuequan Lu, Dasith de Silva Edirimuni, Xiao Liu, Antonio Robles-Kelly. icmcs 2022: 1-6 [doi]

A Deep Reinforcement Learning based VM Scheduling Strategy Decreasing Data Center Communication costsZhijiao Xiao, Xiao Liu, Zhong Ming 0001. hpcc 2022: 1173-1179 [doi]

Metagenomic Sequence Classification based on One-Dimensional Convolutional Neural NetworkLei Xiao, Li Deng, Xiao Liu. iccpr 2022: 191-196 [doi]

An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTubeJiaheng Xie, Yidong Chai, Xiao Liu. hicss 2022: 1-10 [doi]

Syntax-Aware Network for Handwritten Mathematical Expression RecognitionYe Yuan, Xiao Liu, Wondimu Dikubab, Hui Liu, Zhilong Ji, Zhongqin Wu, Xiang Bai. cvpr 2022: 4543-4552 [doi]

Rethinking Hard-Parameter Sharing in Multi-Domain LearningLijun Zhang, Qizheng Yang, Xiao Liu, Hui Guan. icmcs 2022: 1-6 [doi]

AutoMTL: A Programming Framework for Automating Efficient Multi-Task LearningLijun Zhang, Xiao Liu, Hui Guan. nips 2022: [doi]

EyeBox: A Toolbox based on Python3 for Eye Movement AnalysisLing Zhang, Xiao Liu, Qian Chen, Yun Zhou, Tao Xu. ant 2022: 166-173 [doi]

A Tree-Structured Multi-Task Model RecommenderLijun Zhang, Xiao Liu, Hui Guan. automl 2022: [doi]

AI-aided general clinical diagnoses verified by third-parties with dynamic uncertain causality graph extended to also include classificationZhan Zhang, Yang Jiao, Mingxia Zhang, Bing Wei, Xiao Liu, Juan Zhao, Fengwei Tian, Jie Hu, Qin Zhang 0007. air, 55(6):4485-4521, 2022. [doi]

SimANS: Simple Ambiguous Negatives Sampling for Dense Text RetrievalKun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan. emnlp 2022: 548-559 [doi]

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