Shuang Qiu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 90

Top Topics

Markov Decision Processes

Stochastic Gradient Descent

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Multim.

Publications

Shuang Qiu, Dake Zhang, Rui Yang, Boxiang Lyu, Tong Zhang
Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning. CoRR (2024)
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems. VLDB J. 33 (5) (2024)
Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. CoRR (2024)
Xujin Li, Wei Wei, Shuang Qiu, Huiguang He
A Temporal-Spectral Fusion Transformer with Subject-specific Adapter for Enhancing RSVP-BCI Decoding. CoRR (2024)
Dake Zhang, Boxiang Lyu, Shuang Qiu, Mladen Kolar, Tong Zhang
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning. CoRR (2024)
Gangjian Zhang, Shikui Wei, Huaxin Pang, Shuang Qiu, Yao Zhao
Enhance Composed Image Retrieval via Multi-Level Collaborative Localization and Semantic Activeness Perception. IEEE Trans. Multim. 26 (2024)
Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. ACL (1) (2024)
Shuang Qiu, Zhongcai Pei, Jia Shi, Xu Zhang, Chen Wang, Zhiyong Tang
Design-Modeling and Control of a Novel Wearable Exoskeleton for Lower-Limb Enhancement. IEEE Robotics Autom. Lett. 9 (7) (2024)
Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. CoRR (2024)
Chen Wang, Zhongcai Pei, Shuang Qiu, Yachun Wang, Zhiyong Tang
StairNetV3: Depth-aware Stair Modeling using Deep Learning. CoRR (2023)
Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvári, Zhaoran Wang
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics. ICLR (2023)
Haoran Lin, Xinwei Qin, Shuang Qiu, Yi Sun, Zekun Yin, Weiguo Liu
Ray-based Elastic Distributed Data Parallel Framework with Distributed Data Cache. IPDPS Workshops (2023)
Huaxin Pang, Shikui Wei, Gangjian Zhang, Shiyin Zhang, Shuang Qiu, Yao Zhao
Heterogeneous Feature Alignment and Fusion in Cross-Modal Augmented Space for Composed Image Retrieval. IEEE Trans. Multim. 25 (2023)
Shuang Qiu, Ziyu Dai, Han Zhong, Zhaoran Wang, Zhuoran Yang, Tong Zhang
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation. CoRR (2023)
Shuang Qiu, Zhang Cao, Xiaoqian Zhang, Lijun Xu
Single Spectral Line Method for TDLAS Imaging of Temperature and Water Vapor Concentration. IEEE Trans. Instrum. Meas. 72 (2023)
Shuang Qiu, Zhang Cao, Jinting Wen, Xiaoqian Zhang, Lijun Xu
A Binary Valued Reconstruction Algorithm for Discrete TDLAS Tomography of Dynamic Flames. IEEE Trans. Instrum. Meas. 72 (2023)
Mengjiao Gan, Jianxing Yu, Xiao Dong, Shuang Qiu, Wei Liu, Jian Yin
Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation. ADMA (1) (2023)
Shiqi Wang, Jianxing Yu, Miaopei Lin, Shuang Qiu, Xiaofeng Luo, Jian Yin
A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA. ADMA (2) (2023)
Huiting Zhang, Xiaotang Yang, Dengao Li, Yanfen Cui, Jumin Zhao, Shuang Qiu
Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior. J. Biomed. Informatics 139 (2023)
Shuang Qiu, Ziyu Dai, Han Zhong, Zhaoran Wang, Zhuoran Yang, Tong Zhang
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation. NeurIPS (2023)
Kang Xu, Chenjia Bai, Shuang Qiu, Haoran He, Bin Zhao, Zhen Wang, Wei Li, Xuelong Li
On the Value of Myopic Behavior in Policy Reuse. CoRR (2023)
Shuang Qiu, Weijie Wang
Referring Image Segmentation via Text Guided Multi-Level Interaction. ICCC (2023)
Shuang Qiu, Guangzhe Zhao, Xiao Li, Xueping Wang
Facial Expression Recognition Using Local Sliding Window Attention. Sensors 23 (7) (2023)
Chen Wang, Zhongcai Pei, Shuang Qiu, Zhiyong Tang
RGB-D-Based Stair Detection and Estimation Using Deep Learning. Sensors 23 (4) (2023)
Shuang Qiu, Xiaohan Wei, Mladen Kolar
Gradient-Variation Bound for Online Convex Optimization with Constraints. AAAI (2023)
Shuang Qiu, Xiaohan Wei, Jieping Ye, Zhaoran Wang, Zhuoran Yang
Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions. CoRR (2022)
Yudong Guo, Lijun Xu, Shuang Qiu, Xiaoyang Tang, Guangyu Hou, Zhang Cao
Optimal Absorption Lines Selection for Gas Temperature Measurement by Using Two-Color Laser Absorption Spectroscopy. IEEE Trans. Instrum. Meas. 71 (2022)
Shuang Qiu, Lingxiao Wang, Chenjia Bai, Zhuoran Yang, Zhaoran Wang
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning. ICML (2022)
Zhengxia Zou, Rui Zhao, Tianyang Shi, Shuang Qiu, Zhenwei Shi
Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos. IEEE Trans. Image Process. 31 (2022)
Xinyu Cheng, Wei Wei, Changde Du, Shuang Qiu, Sanli Tian, Xiaojun Ma, Huiguang He
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI. ACM Multimedia (2022)
Chen Wang, Zhongcai Pei, Shuang Qiu, Zhiyong Tang
Deep Leaning-Based Ultra-Fast Stair Detection. CoRR (2022)
Gangjian Zhang, Shikui Wei, Huaxin Pang, Shuang Qiu, Yao Zhao
Composed Image Retrieval via Explicit Erasure and Replenishment With Semantic Alignment. IEEE Trans. Image Process. 31 (2022)
Boxiang Lyu, Qinglin Meng, Shuang Qiu, Zhaoran Wang, Zhuoran Yang, Michael I. Jordan
Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach. CoRR (2022)
Yawei Zhao, Shuang Qiu, Kuan Li, Lailong Luo, Jianping Yin, Ji Liu
Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Shuang Qiu, Lingxiao Wang, Chenjia Bai, Zhuoran Yang, Zhaoran Wang
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning. CoRR (2022)
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Chen Wang, Zhongcai Pei, Shuang Qiu, Zhiyong Tang
RGB-D-based Stair Detection using Deep Learning for Autonomous Stair Climbing. CoRR (2022)
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. SIGMOD Conference (2022)
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
Stochastic Gradient Descent without Full Data Shuffle. CoRR (2022)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. CoRR (2021)
Shuang Qiu, Jieping Ye, Zhaoran Wang, Zhuoran Yang
On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game. ICML (2021)
Shuang Qiu, Feng Zhang, Zhao-yang Peng
Design a Game of Charged Particles Moving in a Uniform Magnetic Field Based on Unity3D-Take "the Wise Snake through the Pass" as an Example. ICDEL (2021)
Shuang Qiu
Multiple Evaluation System of Cloud Computing Quality. SPIoT (1) (2021)
Shuang Qiu, Zhuoran Yang, Jieping Ye, Zhaoran Wang
On Finite-Time Convergence of Actor-Critic Algorithm. IEEE J. Sel. Areas Inf. Theory 2 (2) (2021)
Minzhi Ruan, Chunyue Shen, Jianqiang Tang, Chao Qi, Shuang Qiu
A Double Traveling Salesman Problem With Three-Dimensional Loading Constraints for Bulky Item Delivery. IEEE Access 9 (2021)
Lijun Xu, Guangyu Hou, Shuang Qiu, Ang Huang, Hongyu Zhang, Zhang Cao
Noise Immune TDLAS Temperature Measurement Through Spectrum Shifting by Using a Mach-Zehnder Interferometer. IEEE Trans. Instrum. Meas. 70 (2021)
Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi
Stylized Neural Painting. CVPR (2021)
Shuang Qiu, Zheng An, Renbo Tan, Ping-an He, Jingjing Jing, Hongxia Li, Shuang Wu, Ying Xu
Understanding the unimodal distributions of cancer occurrence rates: it takes two factors for a cancer to occur. Briefings Bioinform. 22 (4) (2021)
Shuang Qiu, Jieping Ye, Zhaoran Wang, Zhuoran Yang
On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game. CoRR (2021)
Weizhong Zhang, Shuang Qiu
Safe Screening for Sparse Conditional Random Fields. CoRR (2021)
Shuang Qiu, Xiaohan Wei, Jieping Ye, Zhaoran Wang, Zhuoran Yang
Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions. ICML (2021)
Yu Wang, Rong Ge, Shuang Qiu
Energy-Aware DNN Graph Optimization. CoRR (2020)
Shuang Qiu, Zhuoran Yang, Xiaohan Wei, Jieping Ye, Zhaoran Wang
Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning. CoRR (2020)
Shuang Qiu, Xiaohan Wei, Zhuoran Yang
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis. ICML (2020)
Guoli Liu, Feng Li, Xianyan Yang, Shuang Qiu
The multi-stage multi-product batch-sizing problem in the steel industry. Appl. Math. Comput. 369 (2020)
Shuang Qiu, Zhang Cao, Lijun Xu
A linear temperature extraction method from Voigt lineshape profile in laser absorption spectroscopy. I2MTC (2020)
Shuang Qiu, Xiaohan Wei, Zhuoran Yang, Jieping Ye, Zhaoran Wang
Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions. CoRR (2020)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. ECCV Workshops (4) (2020)
Hui Yuan, Jie Xu, Liang Dong, Lei Zheng, Shan Yang, Bo Jin, Rongtao Liao, Zhiyong Zha, Haohua Meng, Guoru Deng, Yan Zhuang, Shuang Qiu, Ning Xu
Vulnerability Discovery and Security Protection Based on Web Application. SPIoT (1) (2020)
Lijun Xu, Guangyu Hou, Yuanqing Li, Shuang Qiu, Zhenyuan Song, Zhang Cao
A Compact Noise-Immune TDLAS Temperature Sensor using Intensity Modulation. I2MTC (2020)
Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin
Low-Resource Generation of Multi-hop Reasoning Questions. ACL (2020)
Shuang Qiu, Xiaohan Wei
Beyond 𝒪(#8730;T) Regret for Constrained Online Optimization: Gradual Variations and Mirror Prox. CoRR (2020)
Shuang Qiu, Xiaohan Wei, Zhuoran Yang, Jieping Ye, Zhaoran Wang
Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss. NeurIPS (2020)
Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi
Stylized Neural Painting. CoRR (2020)
Shuang Qiu, Yao Zhao, Jianbo Jiao, Yunchao Wei, Shikui Wei
Referring Image Segmentation by Generative Adversarial Learning. IEEE Trans. Multim. 22 (5) (2020)
Hui Yuan, Lei Zheng, Shuang Qiu, Xiangli Peng, Yuan Liang, Yaodong Hu, Guoru Deng
Design and Implementation of Enterprise Network Security System Based on Firewall. CSIA (2019)
Zonghao Feng, Shuang Qiu, Lipeng Wang, Qiong Luo
Accelerating Long Read Alignment on Three Processors. ICPP (2019)
Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin
Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee. CoRR (2019)
Weibo Yi, Shuang Qiu, Xinan Fan, Lijian Zhang
Estimation of mental workload induced by different presentation rates in rapid serial visual presentation tasks. EMBC (2019)
Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee. AAAI (2019)
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. CoRR (2019)
Shuang Qiu, Xiaohan Wei, Zhuoran Yang
Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis. CoRR (2019)
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu
DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression. CoRR (2019)
Shuang Qiu, Zonghao Feng, Qiong Luo
Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters. DASFAA (3) (2019)
Chaoyang He, Conghui Tan, Hanlin Tang, Shuang Qiu, Ji Liu
Central Server Free Federated Learning over Single-sided Trust Social Networks. CoRR (2019)
Weizhong Zhang, Tingjin Luo, Shuang Qiu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang
Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Shuang Qiu, Mingyang Jiang, Zhifeng Zhang, Yinan Lu, Zhili Pei
Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item. ISNN (2018)
Shupeng Gui, Xiangliang Zhang, Shuang Qiu, Mingrui Wu, Jieping Ye, Ji Liu
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning. CoRR (2018)
Yawei Zhao, Shuang Qiu, Ji Liu
Proximal Online Gradient is Optimum for Dynamic Regret. CoRR (2018)
Yishui Wu, Shuang Qiu, Qiong Luo
Accelerating Exact Protein Structure Alignment with Graphics Processors. eScience (2017)
Yashu Liu, Shuang Qiu, Ping Zhang, Pinghua Gong, Fei Wang, Guoliang Xue, Jieping Ye
Computational Drug Discovery with Dyadic Positive-Unlabeled Learning. SDM (2017)
Xu Liu, Hongyan Liu, Shuang Qiu, Xiuchen Wu, Yuhong Tian, Qian Hao
An Improved Estimation of Regional Fractional Woody/Herbaceous Cover Using Combined Satellite Data and High-Quality Training Samples. Remote. Sens. 9 (1) (2017)
Shuang Qiu, Tingjin Luo, Jieping Ye, Ming Lin
Nonconvex One-bit Single-label Multi-label Learning. CoRR (2017)
Jia-Le Cui, Shuang Qiu, Mingyang Jiang, Zhi-Li Pei, Yinan Lu
Text Classification Based on ReLU Activation Function of SAE Algorithm. ISNN (1) (2017)
Shuang Qiu, Yanning Guo, Jingyi Xing, Guangfu Ma
Inertia parameter and attitude estimation of space noncooperative tumbling target based on a two-step method. IECON (2017)
Shuang Qiu, Qiong Luo
Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors. ICDCS (2017)
Qingyang Li, Shuang Qiu, Shuiwang Ji, Paul M. Thompson, Jieping Ye, Jie Wang
Parallel Lasso Screening for Big Data Optimization. KDD (2016)
Shuang Qiu, Shikui Wei, Yao Zhao
A comparative evaluation: Different methods for simplifying the deep compositional features. ICME (2016)
Shuang Qiu, Nai J. Ge, Dong K. Sun, Sheng Zhao, Jian F. Sun, Zhao B. Guo, Ke Hu, Ning Gu
Synthesis and Characterization of Magnetic Polyvinyl Alcohol (PVA) Hydrogel Microspheres for the Embolization of Blood Vessel. IEEE Trans. Biomed. Eng. 63 (4) (2016)
Ruoyu Liu, Yao Zhao, Shikui Wei, Zhenfeng Zhu, Lixin Liao, Shuang Qiu
Indexing of CNN Features for Large Scale Image Search. CoRR (2015)
Jie Hu, Liu Chen, Shuang Qiu, Mengchi Liu
A New Approach for N-ary Relationships in Object Databases. ER (2014)
Shuang Qiu, Jingyu Zhou, Tao Yang
Versioned File Backup and Synchronization for Storage Clouds. CCGRID (2013)
GuiXin Guo, Shuang Qiu, Zhiqiang Ye, Bingqiang Wang, Lin Fang, Mian Lu, Simon See, Rui Mao
GPU-accelerated adaptive compression framework for genomics data. IEEE BigData (2013)
Jia Cheng, Jingyu Zhou, Shuang Qiu
Fine-grained topic detection in news search results. SAC (2012)
Ralph Ferraro, Fuzhong Weng, Norman C. Grody, Limin Zhao, Huan Meng, Cezar Kongoli, Paul Pellegrino, Shuang Qiu, Charles Dean
NOAA operational hydrological products derived from the advanced microwave sounding unit. IEEE Trans. Geosci. Remote. Sens. 43 (5) (2005)