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Shiyu Wang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

55

Venues

33

Active years

2008–2026

Best venue rank

A*

Where they publish

Papers

55 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIContext-aware Graph Meta-learning.Ningbo Huang, Gang Zhou, Meng Zhang, Shunhang Li, Ling Wang, Shiyu Wang, Yi Xia
2026ACLSTReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning.Juntong Ni, Shiyu Wang, Qi He, Ming Jin, Wei Jin
2026DASFAATask-Aware Text Graph Structure Learning for Semi-Supervised Text Classification.Shiyu Wang, Gang Zhou, Jicang Lu, Ningbo Huang, Qiankun Pi
2026HCIPersonalized Wearable Design for Nonspecific Neck Pain Through Digitized Acupoint Localization and Anthropometric Prediction.Shiyu Wang, Wenjing Yang
2026KDDTimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation.Juntong Ni, Zewen Liu, Shiyu Wang, Ming Jin, Wei Jin
2026WWWEfficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering Perspective.Yuchen Fang, Shiyu Wang, Yuxuan Liang, Zhou Ye, Yang Xiang, Yan Zhao, Kai Zheng
2026WWWHow Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & Latency.Weizheng Wang, Qipeng Xie, Shiyu Wang, Qingqing Ye, Kaishun Wu, Haibo Hu
2025AAAIText2Data: Low-Resource Data Generation with Textual Control.Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu, Yu Bai, Ran Xu, Huan Wang, Caiming Xiong, Silvio Savarese
2025ACLADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases.Yongnan Chen, Zhuo Chang, Shijia Gu, Yuanhang Zong, Mei Zhang, Shiyu Wang, Zixiang He, Hongzhi Chen, Wei Jin, Bin Cui
2025COLINGPre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification.Shiyu Wang, Gang Zhou, Jicang Lu, Jing Chen, Ningbo Huang
2025DASFAAStructural Denoising Contrastive Self-supervised Graph Meta-learning.Ningbo Huang, Gang Zhou, Meng Zhang, Shiyu Wang, Shunhang Li
2025EMNLPMCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models.Zhiwei Liu, Jielin Qiu, Shiyu Wang, Jianguo Zhang, Zuxin Liu, Roshan Ram, Haolin Chen, Weiran Yao, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong
2025EMNLPActionStudio: A Lightweight Framework for Data and Training of Large Action Models.Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong
2025FASTAtomicDisk: A Secure Virtual Disk for TEEs against Eviction Attacks.Hongliang Tian, Xinyi Yu, Shaowei Song, Qingsong Chen, Zhihao Zhang, Shiyu Wang, Weijie Liu, Erci Xu, Shoumeng Yan, Yiming Zhang
2025HCIAn Empirical Study on the Communication Effectiveness of Rural Digital Creative Design Based on the Uses and Gratifications Theory.Yudan Shen, Wenying Zhang, Shiyu Wang, Zhihong Wu
2025ICCVDisentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning.Qi Wang, Zhipeng Zhang, Baao Xie, Xin Jin, Yunbo Wang, Shiyu Wang, Liaomo Zheng, Xiaokang Yang, Wenjun Zeng
2025ICLRTimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis.Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Shengtong Ju, Zhixuan Chu, Ming Jin
2025ICLRTime-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts.Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin
2025ICMLFast, Accurate Manifold Denoising by Tunneling Riemannian Optimization.Shiyu Wang, Mariam Avagyan, Yihan Shen, Arnaud Lamy, Tingran Wang, Szabolcs Mrka, Zsuzsa Mrka, John Wright
2025KDDFRT: Flow-based Reconcile Transformer for Hierarchical Time Series.Shiyu Wang, Wei Lu, Jiawei Li, Xiaoming Shi, Xinyue Zhong, Zhou Ye, Ming Jin, Qingsong Wen
2025VTCEfficient CKM Exchange via Semantic Communications.Yiou Shen, Shiyu Wang, Xiaoli Xu, Yong Zeng
2025VTCDeep Learning-Based CKM Construction with Image Super-Resolution.Shiyu Wang, Xiaoli Xu, Yong Zeng
2024CIKMMultiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting.Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou
2024CIKMCausal Interventional Prediction System for Robust and Explainable Effect Forecasting.Zhixuan Chu, Hui Ding, Guang Zeng, Shiyu Wang, Yiming Li
2024CSCWDA Photovoltaic Power Theft Detection Method based on Data-driven Stacking Model.Zhuoqun Xia, Xiangyu Lei, Shiyu Wang, Zhenzhen Hu
2024CSCWDStacking Ensemble Learning Network Attack Detection Based on Industrial Processes in CPS-Enabled Smart Water Conservancy.Zhuoqun Xia, Shiyu Wang, Jingjing Tan, Zhenzhen Hu
2024FIEWIP: Psychometric Analysis of Electric Circuit Concepts Diagnostic (ECCD) Basic Test Items: A Classical Test Theory Approach.Tamlyn Lahoud, Olanrewaju P. Olaogun, Shiyu Wang, Nathaniel J. Hunsu, Adel Al-Weshah, Kun Yao
2024ICLRTime-LLM: Time Series Forecasting by Reprogramming Large Language Models.Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
2024ICLRiTransformer: Inverted Transformers Are Effective for Time Series Forecasting.Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long
2024ICLRTimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting.Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
2024KDDIntelligent Agents with LLM-based Process Automation.Yanchu Guan, Dong Wang, Zhixuan Chu, Shiyu Wang, Feiyue Ni, Ruihua Song, Chenyi Zhuang
2024SCFire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning.Wei An, Xiao Bi, Guanting Chen, Shanhuang Chen, Chengqi Deng, Honghui Ding, Kai Dong, Qiushi Du, Wenjun Gao, Kang Guan, Jianzhong Guo, Yongqiang Guo, Zhe Fu, Ying He, Panpan Huang, Jiashi Li, Wenfeng Liang, Xiaodong Liu, Xin Liu, Yiyuan Liu, Yuxuan Liu, Shanghao Lu, Xuan Lu, Xiaotao Nie, Tian Pei, Junjie Qiu, Hui Qu, Zehui Ren, Zhangli Sha, Xuecheng Su, Xiaowen Sun, Yixuan Tan, Minghui Tang, Shiyu Wang, Yaohui Wang, Yongji Wang, Ziwei Xie, Yiliang Xiong, Yanhong Xu, Shengfeng Ye, Shuiping Yu, Yukun Zha, Liyue Zhang, Haowei Zhang, Mingchuan Zhang, Wentao Zhang, Yichao Zhang, Chenggang Zhao, Yao Zhao, Shangyan Zhou, Shunfeng Zhou, Yuheng Zou
2024WSDMNeuralReconciler for Hierarchical Time Series Forecasting.Shiyu Wang
2023AAAISLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies.Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Hu Yun
2023DASFAAFlow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation.Shiyu Wang, Yinbo Sun, Yan Wang, Fan Zhou, Lintao Ma, James Zhang, Yangfei Zheng
2023IJCAIFull Scaling Automation for Sustainable Development of Green Data Centers.Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Lintao Ma, James Zhang, Yangfei Zheng, Liu Jian
2023WSCMean-Variance Portfolio Optimization with Nonlinear Derivative Securities.Shiyu Wang, Guowei Cai, Peiwen Yu, Guangwu Liu, Jun Luo
2022ICDMEnd-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation.Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng
2022KDDA Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang
2021IJCNNA Graph Regularized Point Process Model For Event Propagation Sequence.Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, James Zhang, Shiyu Wang, Shijun Wang
2021ISPAAccuracy vs. Efficiency: Achieving both Through Hardware-Aware Quantization and Reconfigurable Architecture with Mixed Precision.Libo Chang, Shengbing Zhang, Huimin Du, Shiyu Wang, Meikang Qiu, Jihe Wang
2021ISPAHardware architecture design of HEVC entropy decoding.Shiyu Wang, Shengbing Zhang, Jihe Wang, Libo Chang, Liangyou Feng, Xiaoya Fan
2021PERCOMFADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing.Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora D. Salim
2020ICA3PPTowards Energy Efficient Architecture for Spaceborne Neural Networks Computation.Shiyu Wang, Shengbing Zhang, Jihe Wang, Xiaoping Huang
2019MODELSWARDConceptual Story Modeling and Model-driven Architecture for Story Creation.Hongxing Liu, Jiali Sun, Shiyu Wang, Qing Yang, Yonghua Li
2019PLDILearning stateful preconditions modulo a test generator.Angello Astorga, P. Madhusudan, Shambwaditya Saha, Shiyu Wang, Tao Xie
2017HealthComAn application of vision technology on intelligent sorting system by delta robot.Shiyu Wang, Hu Lin, Rongli Gai, Yilan Sun
2017InterspeechPhonetic Restoration of Temporally Reversed Speech.Shiyu Wang, Fei Chen
2017WSCA misspecification test for simulation metamodels.Shiyu Wang, Guangwu Liu, Kun Zhang
2017WSCPortfolio risk measurement via stochastic mesh.Kun Zhang, Guangwu Liu, Shiyu Wang
2016CHISocial Situational Language Learning through an Online 3D Game.Gabriel Culbertson, Shiyu Wang, Malte F. Jung, Erik Andersen
2016IPCCCA dynamic bandwidth pricing mechanism based on trust management in P2P streaming systems.Mingchu Li, Shiyu Wang, Kun Lu
2016KDDA Truth Discovery Approach with Theoretical Guarantee.Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu
2010CISA Reputation Calculation Model in E-Shopping Websites.Shiyu Wang, Sulin Pang
2008ICONIPRBF NN Based Adaptive PI Control of Brushless DC Motor.Jie Xiu, Yan Xiu, Shiyu Wang